International Journal of Production Research

1999 - 2026

Current editor(s): Professor A. Dolgui

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Volume 64, issue 2, 2026

AI-enabled evolution: unveiling the synergy between manufacturing and services through coordination and integration pp. 539-544

Yunqiang Yin, Feng Chu, Alexandre Dolgui, Dujuan Wang, Joshua Ignatius and Jayanth Jayaram

Building AI-enabled capabilities for improved environmental and manufacturing performance: evidence from the US and the UK pp. 545-564

Samuel Fosso-Wamba, Cameron Guthrie, Maciel M. Queiroz and Adegboyega Oyedijo

The potential of AI-enabled quality control facing high inspection standard in resilient cross-border operations pp. 565-583

Baozhuang Niu, Jian Dong and Fengfeng Xie

AI-driven dynamic pricing for high-value assets in manufacturing and services: optimizing finite horizon sales with demand sensitivity pp. 584-596

Meilan Chen, Xiangling Hu, Yuan Qi and Donato Masi

Optimal investment in artificial intelligence-driven production activities considering socio-economic concerns pp. 597-621

Soumyatanu Mukherjee, Mohammed Nawazish, Sidhartha S. Padhi and Jayanth Jayaram

A hybrid niching memetic algorithm for multi-modal optimization of double row layout problem pp. 622-641

Xing Wan, Xingquan Zuo, Tianbo Lu and Gang Chen

Theory of AI-driven scheduling (TAIS): a service-oriented scheduling framework by integrating theory of constraints and AI pp. 642-676

Marzieh Khakifirooz, Michel Fathi and Alexandre Dolgui

Delivery routing for a mixed fleet of conventional and electric vehicles with road restrictions pp. 677-700

Hongguang Ma, Rongchao Yang and Xiang Li

Evaluating risk in perishable-food manufacturing and logistics services from the view of human-AI synergy pp. 701-718

Sha-lei Zhan, Xiangdong Jiang, Chi To Ng and Venus Y.H. Lun

Large-scale dynamic surgical scheduling under uncertainty by hierarchical reinforcement learning pp. 719-750

Lixiang Zhao, Han Zhu, Min Zhang, Jiafu Tang and Yu Wang

Multi-objective scheduling of cloud-edge cooperation in distributed manufacturing via multi-agent deep reinforcement learning pp. 751-775

Peng Guo, Haichao Shi, Yi Wang and Jianyu Xiong

Volume 64, issue 1, 2026

Developing a strategic supply chain resiliency index: an assessment of the global lithium supply for U.S. automotive EV battery production pp. 1-23

Hazel He, Thomas Brush, Hua Cai, Dutt Thakkar, Steve Dunlop and Stephan Biller

Modeling, analysis and improvement of production throughput and energy consumption in Li-ion battery manufacturing lines pp. 24-38

Heng Dong, Zhenghao Fan, Qing Wang, Wei Zhou, Yanbin Yu, Ling Fu and Jingshan Li

A data-driven two-stage decision-making model for supplier selection and negotiation-based procurement planning pp. 39-62

Huai-Wei Lo, Ching-Yun Chi, Chun-Jui Pai and Muhammet Deveci

Blockchain success in the post-adoption phase: extending the information systems success model with supply chain complexity pp. 63-83

Tuba Bakici, Maher A. N. Agi, Tekin Kose and Horst Treiblmaier

Enabling pro-circular behaviours in SMEs: a role-based approach for sustainable metalworking industry pp. 84-105

Mohamed Elnourani, Anna Karlsson, Lisa Larsson, Kerstin Johansen and Anna Öhrwall Rönnbäck

Digital twin-driven deep reinforcement learning for real-time optimisation in dynamic AGV systems pp. 106-124

Donggun Lee, Yong-Shin Kang and Sang Do Noh

A mean-variance optimisation model for produce export distribution with postponed shipment and market allocation options pp. 125-150

Nicolás Vargas, Mathias Klapp and Alejandro Mac Cawley

What if the swans wreaking havoc in supply chains are grey not black? pp. 151-167

Tony N.K. Lynch, Adrian E. Coronado Mondragon and Joo Y. Jung

A hierarchical Bayesian model for payment delay prediction in supply chain financing pp. 168-191

Lingxuan Kong and Alexandra Brintrup

Building resilient closed-loop supply chains: resilience enablers and diversified sourcing under global disruptions pp. 192-219

Farhad Habibi, Ripon K. Chakrabortty, Alireza Abbasi and William Ho

Integration strategies for a reverse supply chain with horizontal competitive recycling pp. 220-249

Yong Wang, Qiong Jiang, Jianhu Cai, Zhengang Cao and Qingqing Chen

Toward lean industry 5.0: a human-centered model for integrating lean and industry 4.0 in an automotive supplier pp. 250-273

Peter Hines, Florian Magnani, Josefa Mula and Raquel Sanchis

The retail platform’s green packaging strategy: the interplay between government tax policies and environmentally conscious consumers pp. 274-293

Sainan Zhao, Yong Zha, Xiaolong Guo and Tsan-Ming Choi

Navigating the sustainable Industry 4.0 transformation in supply chains: a systematic review and future research agenda pp. 294-329

Hamza Pervez, Minna Saunila, Tero Rantala and Juhani Ukko

Operations & supply chain management: principles and practice pp. 330-513

Fotios Petropoulos, Henk Akkermans, O. Zeynep Aksin, Imran Ali, Mohamed Zied Babai, Ana Barbosa-Povoa, Olga Battaïa, Maria Besiou, Nils Boysen, Stephen Brammer, Alistair Brandon-Jones, Dirk Briskorn, Tyson R. Browning, Paul Buijs, Piera Centobelli, Andrea Chiarini, Paul Cousins, Elizabeth A. Cudney, Andrew Davies, Steven J. Day, René de Koster, Rommert Dekker, Juliano Denicol, Mélanie Despeisse, Stephen M. Disney, Alexandre Dolgui, Linh Duong, Malek El-Qallali, Behnam Fahimnia, Fatemeh Fakhredin, Stanley B. Gershwin, Salar Ghamat, Vaggelis Giannikas, Christoph H. Glock, Janet Godsell, Kannan Govindan, Claire Hannibal, Anders Haug, Tomislav Hernaus, Juliana Hsuan, Dmitry Ivanov, Marianne Jahre, Björn Johansson, Madan Shankar Kalidoss, Argyris Kanellopoulos, Devika Kannan, Elif Karul, Konstantinos V. Katsikopoulos, Ayse Begüm Kilic-Ararat, Rainer Kolisch, Maximilian Koppenberg, Maneesh Kumar, Yong-Hong Kuo, Andrew Kusiak, Michael A. Lewis, Stanley Frederick W. T. Lim, Veronique Limère, Jiyin Liu, Omid Maghazei, Matija Marić, Joern Meissner, Miranda Meuwissen, Pietro Micheli, Samudaya Nanayakkara, Bengü Nur Özdemir, Thanos Papadopoulos, Stephen Pavelin, Srinath Perera, Wendy Phillips, Dennis Prak, Hubert Pun, Sharfah Ahmad Qazi, Usha Ramanathan, Gerald Reiner, Ewout Reitsma, Jens K. Roehrich, Nada R. Sanders, Joseph Sarkis, Nico André Schmid, Christoph G. Schmidt, Andreas Schroeder, Kostas Selviaridis, Stefan Seuring, Chuan Shi, Byung-Gak Son, Martin Spring, Brian Squire, Wendy van der Valk, Dirk Pieter van Donk, Geert-Jan van Houtum, Miriam Wilhelm, Finn Wynstra and Ting Zheng

Optimising quality in time-variant systems: a focus on dynamics and heterogeneity pp. 514-537

Shijuan Yang, Pengcheng Du, Jianjun Wang, Yunxia Han and Jinpei Liu

Volume 63, issue 24, 2025

Blockchain-enabled sustainability of Li-ion batteries supply chain: tracking and sourcing eco-friendly materials pp. 9529-9570

Karim Moawad, Ahmad Musamih, Assia Chadly, Ahmad Mayyas, Khaled Salah, Raja Jayaraman, Mohammed Omar and Ibrar Yaqoob

Inventory replenishment and fulfilment decisions for an omnichannel retailer: a reinforcement learning-based method pp. 9571-9592

Maryam Kolyaei, Lele Zhang and Michelle Blom

Computer-aided process planning, digital twin, and smart manufacturing: interconnections and integration in CNC machining processes pp. 9593-9632

Muhammad Fadhlan Afif and Ahmed Aly Diaa Sarhan

Dynamic inventory control and planned obsolescence management pp. 9633-9648

Lotfi Tadj

Should incumbents deter new entrants adopting cost transparency? pp. 9649-9676

Jiayi Joey Yu, Musen Kingsley Li, Wei Shi Lim and Christopher S. Tang

Impact of supply chain organisational learning on organisational role redefinition and supply chain risk management: the moderating role of market turbulence pp. 9677-9699

Mohammed Belal Uddin, Jayanth Jayaram, Al Amin and MD. Riajul Islam

Integrating competence-aware operator assignment into the mixed model sequencing problem pp. 9700-9721

Carlos Miguel, Steven Hoedt, Eva Geurts, El-Houssaine Aghezzaf and Johannes Cottyn

Optimising batch scheduling on non-identical parallel machines: lower bounds, MIP, branch-and-price, and heuristics pp. 9722-9747

Mohamed ElWakil, Charly Lersteau, Weiming Shen and Ibrahim Sabry

Stock-out policies of a spare-parts warehouse for a multi-item repairable system pp. 9748-9775

Chananel Benshimol and Yonit Barron

Operationalizing entropy in logistics to mitigate congestion: application to a semiconductor wafer fabrication facility layout pp. 9776-9798

Gwangjae Yu, Hyunsuk Baek and John Fowler

Parallel-batching scheduling with two agents, release dates and equal processing times pp. 9799-9820

Shi-Sheng Li and Ren-Xia Chen

Optimising procurement strategies: prioritising procurement cost and supply uncertainty for dual-component sourcing pp. 9821-9838

Shu Hu and Ke Fu

A comprehensive decision-making approach: evaluating and managing risks associated with emerging technologies – a LineDrone technology case study pp. 9839-9878

Issa Diop, Matthieu Montfrond, Georges Abdul-Nour and Dragan Komljenovic

A new multi-objective genetic algorithm for solving the fuzzy stochastic multi-manned assembly line balancing problem pp. 9879-9901

Paraskevi Th. Zacharia and Andreas C. Nearchou

Flexible takt times through overlapping zones: an assessment by simulation pp. 9902-9912

Matthias Thürer, Nuno O. Fernandes and Marcelo F. N. Henriques

Actor-critic driven deep reinforcement learning for optimising agri-food supply chain pp. 9913-9932

Aditya Shukla, Shubham Tanaji Kakde, Rony Mitra, Jasashwi Mandal and Manoj Kumar Tiwari

Explainable probabilistic forecasting for time series in supply chains: a latent auto-encoder approach pp. 9933-9953

Hao Hu, Yuting Wu, Zhengxin Shi, Yongzhi Qi, Jianshen Zhang, Shuyu Han, Ningxuan Kang, Jian Chen and Ling Wang

Embracing the new normal: leveraging industry 4.0 for supply chain optimisation and carbon footprint reduction pp. 9954-9973

Ajay Kumar Pandey, Saurabh Pratap and Muhammad Khoirul Khakim Habibi

Design and optimisation of green closed-loop supply chain network considering additional selling agents and multilevel customers: a SME case study pp. 9974-9999

Omid Abdolazimi, Seyed Hamid Reza Pasandideh, Junfeng Ma, Seyed Sajjad Abdollahpour, Mustafa Rezaei and Davood Shishebori

Modelling and solving sustainable supply chain network design based on graph autoencoder clustering algorithm pp. 10000-10026

Yuhan Guo, Runsheng Chen, Youssef Boulaksil and Hamid Allaoui

A hierarchical reinforcement learning approach for real-time berth allocation and quay crane scheduling pp. 10027-10052

Seongbae Jo and Ilkyeong Moon

Complex network-based storage assignment strategy for item communities pp. 10053-10074

Zhenyao Li, Qiuyu Huang, Yibo Hu, Qiang Fang, Libin Wang and Yanding Wei

Optimal decisions of power battery production and repurposing rate under different repurposed battery markets and repurposing parties pp. 10075-10090

Qinhong Zhang, Wei Jin and Yu-Chung Tsao

Multinational manufacturer’s outsourcing strategy with asymmetry innovative quality information pp. 10091-10114

Bo Li, Yingying Teng, Jun Wang and Pengwen Hou

Integrated optimisation of production scheduling, maintenance, and quality control under non-homogeneous poisson process failures with multiple assignable causes pp. 10115-10146

Azam Kheyri and Sharareh Taghipour

Blockchain and pricing strategies in supply chains considering consumer traceability preference and power structure pp. 10147-10166

Liangjie Xia, Linlin Wang, Ru Xiao, Jun Wang and Pengwen Hou

Complex network topology design on technology collaboration: small-world characteristics for intelligent manufacturing pp. 10167-10188

Xiaohang Liu, Kanglin Liu and Zhi-hai Zhang

The missing puzzle piece: contextual insights for enhanced pharmaceutical supply chain forecasting pp. 10189-10207

Arebu Issa Bilal, Bahman Rostami-Tabar, Harsha Halgamuwe Hewage, Umit Sezer Bititci and Teferi Gedif Fenta

Digital twin-based adaptive opti-state control approach for production-logistics synchronisation system pp. 10208-10240

Yongheng Zhang, Ting Qu, Zhicong Hong, Zhongfei Zhang, Kai Zhang, Mingxing Li and George Q. Huang

The multiple effects of financial squeeze: A complex adaptive system modelling with empirical data pp. 10241-10262

Haobin Gu and Jiafu Tang

Green and on-time scheduling in real-world textile production: a genetic algorithm approach validated by MIP and benchmarked with ACO pp. 10263-10290

Duygu Yilmaz Eroglu

Dynamic flexible job shop scheduling problem considering multiple types of dynamic events pp. 10291-10308

Wenchao Yi, Qing Deng, Boyu Wang, Yong Chen and Zhi Pei

Energy modelling and multi-objective tool path optimisation: an energy-efficient manufacturing approach for drill-reaming hybrid machining pp. 10309-10335

Shun Jia, Shang Wang, Jinyun Song, Shuyu Li, Anbang Li, Quanyao Cao and Zhaojun Steven Li

Mechanism driven robotic compliant disassembly strategy for disassembling peg-holes under different maintenance conditions pp. 10336-10354

Jiayi Liu, Xiaolong Zhang, Wenjun Xu and Zude Zhou

Optimal mode selection strategy for blockchain-enabled remanufacturing trading platform operations: competition vs. cooperation pp. 10355-10380

Bohai Liu, Xiaobing Jin, Handong Zheng, Tao Zhou, Xian Liu and Kai Li

A logistics ratio-optimised inventory routing problem with lateral transhipment using mixed-integer robust fractional programming pp. 10381-10412

Man Xingyu, Chang Daofang, Zheng Peng and Han Wanke

Introducing a managerial decision-support tool for technology adoption in supply chains: a case study in the shipbuilding industry pp. 10413-10444

Serkan Karakas and Avni Zafer Acar

A supply chain digital twin for resilience analysis under immediate and long-term disruptions: a case study in plastic parts’ manufacturing pp. 10445-10467

Mozhgan Malekzadeh, S. Ali Torabi and Mohammad Sheikhalishahi

Balancing U-shaped assembly lines with collaborative robots: constraint programming approaches and Benders’ decomposition algorithms pp. 10468-10489

Chenyu Zheng, Zixiang Li and S. G. Ponnambalam

The risk management of customized product supply chains based on digital twin technology pp. 10490-10516

Xiaohui Ren and Ning Zhao

Enhanced logic-based Benders decomposition methods for the distributed heterogeneous non-permutation flow shop scheduling problem pp. 10517-10554

Fuli Xiong, Lin Jing, Ningxin Xiong and Chengfei Xiang

The internet of things in supply chain management: past, present, and future – a systematic literature review and implementation framework pp. 10555-10585

Ilias Vlachos and Gary Graham

SITS: an efficient tabu search algorithm for the tool indexing problem without tool duplication pp. 10586-10607

Deepti Mohan and Diptesh Ghosh

Intelligent extraction of manufacturing system components from natural language using transformer models pp. 10608-10632

Abderrahmane Boudribila, Abdelouahed Tajer and Zakaria Boulghasoul

A review: location of charging and/or battery swapping stations for electrical vehicles pp. 10633-10676

Boyue Cao and Chengbin Chu

Real-time AGV cluster scheduling using attention-enhanced PPO and strategy transfer in large-scale solar cell production workshops with multiple concurrent tasks pp. 10677-10699

Zhuo Zhou, Liyun Xu, Yiyang Chen, Liqiang Liao, Gang Shang and Zhun Xu

Optimal dynamic pricing strategy for non-durable experience goods: the role of consumer AI learning pp. 10700-10724

Zhitang Li and Benjamin Lev

Two’s company, three’s a crowd: on the bystander effect and other barriers to collaboration in multi-stage supply chains pp. 10725-10743

Bo van der Rhee, V. Venugopal, Jack A. A. van der Veen and Ata Zare

Exploring modularity's effects on process efficiency in single assembly line balancing pp. 10744-10764

Vladimir Modrak and Julia Nazarejova

Digital twin-driven real-time collaborative scheduling for U-shaped automated container terminals pp. 10765-10790

Wenbin Gu, Na Tang, Haoyang Yu, Lei Wang, Yushang Cao, Minghai Yuan and Fengque Pei

Methodological approaches and managerial insights in supply chain stress testing pp. 10791-10830

Hiran Prathapage, Dmitry Ivanov and Marina Ivanova

Volume 63, issue 23, 2025

Correction pp. I-I

The Editors

Correction pp. II-II

The Editors

An efficient rollout algorithm for unrelated parallel machine scheduling with random rework pp. 8571-8592

Xiaoming Wang, Huiyu Zhang, Jianjun Liu and Zhantao Li

A combinatorial Benders decomposition approach for the constrained two-dimensional guillotine cutting problem with defects pp. 8593-8610

Shaowen Yao, Sunkanghong Wang, Tai Zhang, Lijun Wei and Qiang Liu

Financial contract invisibility in a competing supply chain pp. 8611-8631

Hao Huang, Zelong Yi, Zhen Tan and Hing Kai Chan

Logistics cost optimisation and allocation for additive manufacturer make-to-order cooperation pp. 8632-8653

Zhendong Li, Lindong Liu, Yan Zhu, Sheng Li and Lan Lu

A review of explainable artificial intelligence in smart manufacturing pp. 8654-8697

Abhilash Puthanveettil Madathil, Xichun Luo, Qi Liu, Charles Walker, Rajeshkumar Madarkar and Yi Qin

Warehouses with heterogeneous robots collaboration: operational policies and performance analysis pp. 8698-8726

Yuexin Kang, Rong Wang, Zhizhen Qin, Peng Yang and Yimo Yan

A novel distributed fine-grained energy consumption monitoring for large-scale nonlinear dynamic industrial processes pp. 8727-8742

Kaixiang Peng, Yuzhe Wei, Tie Li, Xin Qin and Jie Dong

Defining a research agenda for Industry 4.0 technologies in corporate strategies: insights from complex networks and machine learning pp. 8743-8760

Camila Veneo C. Fonseca, Renata Martins Predo and Nicholas M. D. Blikstad

Multi-agent deep reinforcement learning for integrated production and maintenance optimisation in shared manufacturing pp. 8761-8780

Xiaoshuai Peng, Shiyi Wang and Kangzhou Wang

A review of analytic models for fairness concerns in supply chain management pp. 8781-8815

Qingyu Zhang and Nuobu Liang

Network flow-based deterministic and stochastic models for the integrated lot-sizing and scheduling problem with sequence-dependent set-up costs pp. 8816-8844

Sandeep S. Sangha and Subhash C. Sarin

The impact of free cash flow on the speed of inventory adjustment pp. 8845-8858

Ala'a Adden Awni Abuhommous

Single machine scheduling with variable maintenance in the battery manufacturing pp. 8859-8879

Sang-Wook Lee and Hyun-Jung Kim

Deceptive counterfeits and anti-counterfeiting: a blessing in disguise? pp. 8880-8902

Junsong Bian, Suzhen Liang, Xuan Zhao, Yong Liu and Kin Keung Lai

Solving the slab selection and relocation problem in a real production yard using simulated annealing pp. 8903-8922

Antonio Cardin, Sara Ceschia, Andrea Schaerf, Davide Armellini and Paolo Borzone

The development of an efficient scheduling heuristic for multi-robot pick-and-place operations pp. 8923-8942

Sander Teck, Bart Engelen, Jef Peeters, Karel Kellens and Pieter Vansteenwegen

As an intermediary or a direct financier? An analysis of operations-finance interface strategies in supply chain finance pp. 8943-8962

Liang Chen

A novel multi-time scale collaborative process parameters optimisation framework for hot strip rolling process pp. 8963-8983

Qingquan Xu, Jie Dong and Kaixiang Peng

Construction of resilient and sustainable supply chain based on multilayer Bayesian network pp. 8984-9008

Jie Lu, Desheng Wu and Alexandre Dolgui

Parallelized decomposition approaches for capacitated lot-sizing problems: application to the problem with constraints on ending inventories pp. 9009-9029

Mehdi Charles, Stéphane Dauzère-Pérès, Safia Kedad-Sidhoum and Issam Mazhoud

Effects of consumer stockpiling on strategic inventory with Buy-One-Get-One promotions pp. 9030-9050

Yuefeng Li, Moutaz Khouja, Jing Zhou and Guohua Wan

Advanced virtual metrology using distribution alignment loss for practical quality control pp. 9051-9069

Yu Gyeong Ji, In Ho Kim, Minjeong Shin, Gyeong Taek Lee and Jaeyeon Jang

Collaborative optimisation framework for multi-stage flexible assembly shop scheduling with mixed production pattern pp. 9070-9088

Rongjie Liao, Jianjun Liu, Junhao Qiu and Chengfeng Peng

Comparing fixed and walking worker strategies: design implications of individual worker efficiency on assembly line performance pp. 9089-9111

Francesca Catalano, Ilenia Zennaro, Nicola Berti and Alessandro Persona

An improved deep Q-network for dynamic flexible job shop scheduling with limited maintenance resources pp. 9112-9133

Wenchao Yi, Nanxing Chen, Yong Chen and Zhi Pei

Barriers to knowledge reuse in new product development for one-of-a-kind production pp. 9134-9154

Giovanni Marongiu, Giulia Bruno and Paolo Chiabert

Resource-constrained project scheduling problem with hybrid energy and dynamic energy prices pp. 9155-9180

Liangwei Chen, Jingwen Zhang, Zhi Chen and Erik Demeulemeester

Improving asset management capabilities: a novel decision support system for maturity assessment pp. 9181-9199

Gabriel Herminio de Andrade Lima and Ana Paula Cabral Seixas Costa

Optimising vertical deliveries with integrated hybrid drone-truck systems pp. 9200-9228

Ryan O'Neil, Abdelhakim Khatab, Uday Venkatadri, Claver Diallo and Nidhal Rezg

Machine learning-based dynamic production planning and control in unreliable manufacturing systems with supply disruptions pp. 9229-9247

M. Assid, A. Gharbi and R. Pellerin

Optimal production strategies for manufacturer with renewable energy supply fluctuations and financial risk mitigation pp. 9248-9268

Zhitang Li, Ruxia Lyu, Victor Shi and Junwu Chai

AGV scheduling in automated container terminals considering multi-load strategy and charging requirements pp. 9269-9297

Xurui Yang, Hongtao Hu, Yuren Wang and Chen Cheng

Hierarchical clustering for joint replenishment: an application to spare parts pp. 9298-9321

Francesco Lolli, Mohamed Zied Babai, Antonio Maria Coruzzolo and Luca Zanetti

The effect of repeated games on demand information transparency and manufacturer's sales decisions pp. 9322-9347

Kai Liu, Haiyan Wang and Yutong Xiao

Flexible capacity rationing in consignment-selling cold warehouse pp. 9348-9369

Weimiao Liu, Yue Sha, Yanlu Zhao and Baolong Liu

Empty flow analysis and compact load transport networks in unequal area facility layout problem pp. 9370-9388

Fatemeh Khalilzadeh, Maryam Radman and Ardavan Asef-Vaziri

Solving the blocking job-shop scheduling problem considering transportation and the no buffer constraint: a performance and price-based auction approach pp. 9389-9407

Shiming Chen, Chengkuan Zeng, Jiafu Tang and Chongjun Yan

Mathematical formulations and an adaptive large neighbourhood search method for the single movable machine scheduling and location problem pp. 9408-9441

Lianhua Tang, Hoi-Lam Ma, Xin Wen and Yantong Li

Demand information sharing and service investment strategy in a third-party platform supply chain pp. 9442-9464

Xuan Xi, Chen Zhu, Jing Li and Mark Goh

Combining simulation and virtual reality for enabling interoperable digital twins in collaborative human–robot workspaces pp. 9465-9501

Antonio Cimino, Francesco Longo, Letizia Nicoletti and Vittorio Solina

Optimising coordination mechanisms for a sustainable ethanol-blended fuel supply chain in India's transportation sector pp. 9502-9528

Dijoy Johny, Sidhartha S. Padhi and Soumyatanu Mukherjee

Volume 63, issue 22, 2025

Carbon trade finance: a perspective of supply chain management pp. 8125-8127

Yangyan Shi, Xiangdong Li, Yu Gong, V. G. Venkatesh, Cong Cao, Lenny Koh and Victor Shi

Supply chain finance-based payment scheme strategies in a pull supply chain pp. 8128-8154

Chenyu Wang, Xun Xu and Xiangfeng Chen

Coopetition strategies in a two-stage, multi-agent supply chain under hybrid carbon trading mechanisms pp. 8155-8177

Xiao-Xue Zheng, Ran Li, Fu Jia, Zhi-Yang Liu and Ying Yang

Carbon finance, green supply chain management, and firms’ environmental innovation: the moderating role of financing structure pp. 8178-8190

Zhongju Liao and Mengnan Zhang

Bank or retailer? Manufacturer financing for carbon emission reduction using the carbon emission quota as a pledge pp. 8191-8211

Yaru Shang, Chunguang Bai and Minghe Sun

An incentive theory of green supply chain finance pp. 8212-8234

Juan He, Xiaohui Huang, Xianglin Jiang and Yangfei Gao

Blockchain-based solution to enhance carbon footprint traceability, accounting, and offsetting in the passenger aviation industry pp. 8235-8268

Pratyush Kumar Patro, Raja Jayaraman, Adolf Acquaye, Khaled Salah and Ahmad Musamih

Supply chain low-carbon cooperation under the partially paid carbon allowances policy: a dynamic perspective pp. 8269-8294

Lei Dou, Ying Dai, Han Song, Yuxin Shu and Haiyan Li

Carbon neutrality and synergy between industrial and innovation chains: green finance perspective pp. 8295-8319

Yang Xu, Ahmed Hunjra, Tapas Mishra and Shikuan Zhao

Joint encroachment and low-carbon propaganda decisions in a platform supply chain under cap-and-trade regulations pp. 8320-8346

Nenggui Zhao, Jing Wang, Yinghao Pan, Qiang Wang and Jie Min

A comparative analysis of different carbon cap policies on the economic lot-sizing problem with remanufacturing pp. 8347-8370

Andrés Vallecilla, Sebastián Dávila-Gálvez and Franco Quezada

Financing decisions in capital-constrained supply chains considering uncertain emission reduction outputs and blockchain technology applications pp. 8371-8392

Juanjuan Qin, Huiping Fu, Ziping Wang and Xiaochen Lyu

Analysis on emission-dependent supply chains with carbon option contract pp. 8393-8413

Junfei Ding, Wen Zhang, Xujin Pu and Shouyang Wang

Financial constraints under carbon emissions trading: a quasi-natural experiment approach pp. 8414-8428

Liukai Wang, Lin Wang, Yangchun Xiong and Shenghao Xie

Suppliers’ equilibrium carbon abatement investment in the food supply chain network with the government subsidy pp. 8429-8451

Xiaotong Guo, Yong He and Dong Li

A blessing in disguise: paying for the manufacturer’s clean energy transformation allows brands to win more pp. 8452-8474

Baozhuang Niu, Lingfeng Wang, Jian Dong and Guang Xiao

Multi-product pricing and carbon allocations under cap-and-trade regulation and uncertain carbon market pp. 8475-8495

Zepeng Wang, Jianghua Wu and Chenchen Zhao

Pricing and emission reduction strategies: competition between carbon capture, utilization, and storage and autonomous emission reduction technologies pp. 8496-8520

Xiao-Xue Zheng, Wen-Qian Xie, Fu Jia and Ying Yang

Maximizing efficiency in low-carbon sustainable supply chain under yield uncertainty and risk-averse flexibility pp. 8521-8539

Abhijit Barman, Pinak Sarkar, Katarzyna Kalisz-Szwedzka and Gerhard-Wilhelm Weber

Strategic battery procurement in new energy vehicle supply chains pp. 8540-8569

Ruxia Lyu, Sobhan (Sean) Arisian and Zhitang Li

Volume 63, issue 21, 2025

Correction pp. I-I

The Editors

Non-conformances in infrastructure engineer-to-order production systems pp. 7753-7776

Peter E. D. Love, Jane Matthews and Hadi Mahamivanan

The interplay between carbon regulations and green technology innovation: a comparative analysis pp. 7777-7799

Jie Liu, Hailun Zhang and Baozhuang Niu

Integrating digital twin and blockchain for responsive working capital management in supply chains facing financial disruptions pp. 7800-7834

Ehsan Badakhshan and Dmitry Ivanov

Scheduling multi-configuration last-mile delivery logistics by learning from optimisation feedback and customer preferences pp. 7835-7864

Keivan Tafakkori, Reza Tavakkoli-Moghaddam and Ali Siadat

Effect of interest rates on supply chain contract selection pp. 7865-7885

Qing Zhu, Stephen M. Disney, Wei Xing and Yudong Wang

Early payment, R&D investment, and firm performance in a technology-intensive supply chain pp. 7886-7898

Fuhai Nie

Investigating demand forecasting practices and challenges in Ghana's Manufacturing Pharmaceutical (MPharma) small and medium enterprises (SMEs): insights and recommendations pp. 7899-7920

Albert Aidoo-Anderson, Yiannis Polychronakis, Stylianos (Stelios) Sapountzis and Stephen Kelly

An efficient and stable intelligent scheduling algorithm based on hybrid neighbourhood structure for flexible job shop scheduling problem benchmarks pp. 7921-7935

Jin Xie, Yue Teng, Liang Gao, Xinyu Li and Chunjiang Zhang

An optimisation model and algorithm for job scheduling with extra resource allocation in shipbuilding pp. 7936-7960

Seokhyun Chung, Cheonggi Park, Hyungjoo Cha and Taesu Cheong

How the design of product-service systems affects consumer adoption pp. 7961-7979

Hamed Vafa Arani, Harwin de Vries and René de Koster

Scheduling parallel mixed-model assembly lines with cross-line item transfers pp. 7980-7997

Yossi Bukchin and Eugene Khmelnitsky

Home healthcare network design with sustainability and inventory considerations pp. 7998-8025

Malek Masmoudi, Ali Cheaitou and M. Zied Babai

Overcoming the productivity challenge in product life-extending operations: a multiple-case study of European facilities pp. 8026-8046

Clemens Gróf and Torbjørn Netland

Exploring blockchain technologies in sustainable supply chains – unveiling the latent research topics using an AI approach pp. 8047-8073

Peter Madzík, Lukáš Falát and Fatma Pakdil

Risk management in solar power plants with storage: a comparative study pp. 8074-8090

Fernando S. Oliveira and Carlos Ruiz

Sustainable optimisation approaches for production planning and control to evolve towards industry 5.0 pp. 8091-8123

Blanca Guerrero, Josefa Mula and Raul Poler

Correction pp. 8124-8124

The Editors

Volume 63, issue 20, 2025

Workload control in dual-resource constrained flexible job shops: a simulation analysis pp. 7363-7385

Marcos Calle, P. L. Gonzalez-R, J. L. Andrade, J. M. Leon-Blanco and D. Canca

A framework proposal for scheduling environmental impact evaluation in manufacturing systems pp. 7386-7404

Ciele Resende Veneroso, Chiara Franciosi, Raffaele Iannone, Marcello Fera and Stefano Riemma

Passengers rescheduling to minimise check-in time and conveyor belt degradation pp. 7405-7426

Julia Schmitt, Ayoub Tighazoui, Zied Hajej and Bertrand Rose

Dynamic scheduling for flexible job-shop with reconfigurable manufacturing cells considering dynamic job arrivals based on deep reinforcement learning pp. 7427-7459

Liang Zheng, Xiaodi Chen, Cunbo Zhuang, Jianhua Liu, Yongyang Zhang and Lijuan Lai

Smart charging with demand response and energy peak shaving for reefer containers with Internet-of-Things pp. 7460-7485

Guolei Tang, Zhuoyao Zhao, Frederik Schulte and Çağatay Iris

Developing scenario-oriented function modules in new product development projects based on big data-driven approach pp. 7486-7504

Pingye Tian, Qing Yang, Ying Han, Bin Jiang, Xingqi Zou and Tao Yao

Route optimisation for sustainable cold chain logistics: a collaborative distribution model considering on-demand reuse of returnable transport items pp. 7505-7524

Shichang Xiao, Pan Peng, Shaohua Yu and Jakob Puchinger

A port-hinterland hub network design method for reefer containers considering time-varying demands and diverse supporting service requirements pp. 7525-7549

Xinglu Xu, Wenyuan Wang, Keke Liu, Yun Peng and Zhen Cao

Government decisions for relief materials reserve under supply uncertainty within government-enterprise agreement pp. 7550-7569

Lingzhen Zhang, Feng Chu, Jiantong Zhang and Dongxiao Gu

Multi-objective scheduling for surface mount technology workshop: automatic design of two-layer decomposition-based approach pp. 7570-7590

Biao Zhang, Zhi-xuan Wang, Lei-lei Meng, Hong-yan Sang and Xu-chu Jiang

Viable-sustainable supplier selection and order allocation problem considering Industry 5.0 pillars under mixed uncertainty pp. 7591-7616

Zeinab Asadi, Hassanali Aghajani, Mohammad Valipour Khatir and Erfan Babaee Tirkolaee

A constraint programming-based decomposition strategy for the block assembly scheduling problem in shipbuilding pp. 7617-7636

Javier Pernas-Álvarez, José-A. Becerra and Diego Crespo-Pereira

The dark and bright sides of dependence relationships and their effect on buyer-supplier unethical behaviour pp. 7637-7658

Antony Paulraj, Nachiappan Subramanian, Jayanth Jayaram and Constantin Blome

Optimizing emission, risk-sharing, and sustainability strategies in supply chains: an analysis of cap-and-trade, shared investment, and considering consumer expectations pp. 7659-7686

Jose M. Cruz

Robust seru production optimisation under uncertain worker processing times pp. 7687-7727

Muyang Wen, Yuli Zhang, Linyuan Hu and Ting Wang

Influencer strategies and consignment policy optimisation: paving the way for a sustainable circular economy in a clean world pp. 7728-7752

Eya Kalboussi, Imen Sakji, Nadia Ndhaief and Nidhal Rezg

Volume 63, issue 19, 2025

Unveiling the impact of defect complaints on vehicle recall delays: an integrated agent-based simulation and factor screening approach pp. 6939-6960

Wen Shi, Xiang Xie and Xi Chen

Production and coopetition strategies in remanufacturing involving knowledge spillovers pp. 6961-6981

Nannan Wang, Linda L. Zhang, Suresh Sethi and Zhaofu Hong

An optimisation approach for the agricultural and industrial tactical planning in the fresh fruit processing industry pp. 6982-7012

Cleber Damião Rocco, Luís Guimarães, Bernardo Almada-Lobo and Reinaldo Morabito

Innovative hybrid kitting systems for automotive manufacturing: performance analysis and optimisation pp. 7013-7038

Mário Jorge Simões, Telmo Pinto and Cristóvão Silva

Lot-streaming flowshop scheduling under stochastic due dates pp. 7039-7060

Ran Liu, Yadong Shi, Chengkai Wang and Ding Jin

Bi-objective design of sustainable reconfigurable manufacturing systems pp. 7061-7076

Francesco Gabriele Galizia and Marco Bortolini

Optimal promise time for customer orders in imperfect discrete production systems with earliness and lateness penalties pp. 7077-7089

Omar G. Alsawafy and Shokri Z. Selim

Blockchain-enabled horizontal capacity sharing under demand uncertainty pp. 7090-7109

Jianghua Wu and Luyao Li

Assignment strategy and lane depth in homogeneous multi-deep shuttle-based S/R systems pp. 7110-7128

Giacomo Lupi, Riccardo Accorsi, Ilaria Battarra, Beatrice Guidani, Riccardo Manzini and Gabriele Sirri

Leveraging knowledge graphs in pharmaceutical supply chains: insights into key drivers of drug shortages pp. 7129-7152

Katharina Eberhardt, Amelie Schwärzel, Florian Klaus Kaiser, Sonja Rosenberg and Frank Schultmann

No risk, no fun? A bioinspired adaptation-based framework for supply chain resilience in Industry 5.0 pp. 7153-7173

Dmitry Ivanov

A bi-objective optimisation model for the drone scheduling problem in island delivery pp. 7174-7195

Ying Yang, Jiaxin Liu and Shuaian Wang

The flow shop batch scheduling problem in a prefabricated component manufacturing system with two-dimensional bin packing constraints pp. 7196-7237

Fuli Xiong, Xin Chen, Hengchong Liu, Minghao Xiong and Muming Wu

An efficient problem-specific evolutionary algorithm for flexible job shop scheduling problem with specific workers in highly customised manufacturing systems pp. 7238-7259

Jiahang Li, Qihao Liu, Xinyu Li and Liang Gao

Leveraging system-integrator for better wood supply chain coordination through advanced planning pp. 7260-7277

Pedro Eboli, Luc Lebel and Luis Antonio de Santa-Eulalia

The implications of Industry 4.0 for managing supply chain disruption and enhancing supply chain resilience: a systematic literature review pp. 7278-7304

Khalib Ismail, Ethan Nikookar, Matthew Pepper and Mark Stevenson

Tariff shocks, ripple effect, and deep uncertainty in supply chains: we are entering a turbulence zone, please fasten your seatbelts pp. 7305-7317

Dmitry Ivanov and Alexandre Dolgui

Inter-organisational collaboration through blockchain governance and smart contracts: a design science research approach pp. 7318-7338

Lívia Maria Bettini de Miranda, Rodrigo Dutra Garcia, Gowri Sankar Ramachandran, Jó Ueyama and Fábio Müller Guerrini

Competitive dynamics in blockchain-based supply chains under cryptocurrency volatility: a game theory approach pp. 7339-7362

Naiema Shirafkan, Hamed Rajabzadeh and Marcus Wiens

Volume 63, issue 18, 2025

Technology isn't enough for Industry 4.0: on SMEs and hindrances to digital transformation pp. 6585-6605

Andreas Kornmaaler Hansen, Lasse Christiansen and Astrid Heidemann Lassen

A fast and scalable deepest-left-bottom-fill algorithm to solve irregular 3D cutting and packing problems using a semi-discrete representation pp. 6606-6629

Sahar Chehrazad, Dirk Roose and Tony Wauters

The beer game bullwhip effect mitigation: a deep reinforcement learning approach pp. 6630-6647

Maxim Rozhkov, Nataliya Alyamovskaya and Gleb Zakhodiakin

A framework and system architecture for value-oriented digital services in data-driven production logistics pp. 6648-6668

Masoud Zafarzadeh, Erik Flores-García, Yongkuk Jeong and Magnus Wiktorsson

Analysis of informatization-related factors for digital transformation in manufacturing small and medium-sized enterprises using machine learning techniques pp. 6669-6689

Doowon Choi and Insu Cho

Novelty detection framework for monitoring connected vehicle systems with imperfect data pp. 6690-6703

M. Badfar, M. Yildirim and R.B. Chinnam

A production quality monitoring approach based on a condition index: an application on the glass container industry pp. 6704-6731

Maria Alexandra Oliveira, Luís Guimarães, José L. Borges and Bernardo Almada-Lobo

Leveraging generative artificial intelligence for sustainable business model innovation in production systems pp. 6732-6757

Shaofeng Wang and Hao Zhang

Sizing and scheduling for a fleet of reconfigurable mobile robots pp. 6758-6775

Benoît Albert, Mari Chaikovskaia, Jean-Philippe Gayon and Alain Quilliot

Real-time shop floor operations improvement based on dynamic value stream mapping and hybrid simulation in Industry 4.0: an economic perspective pp. 6776-6800

Mingzhou Liu, Mengyuan Sun, Xi Zhang, Maogen Ge and Jing Hu

Industrial application of multi-robot destructive disassembly line balancing under component non-disassemblability for multi-product scenarios pp. 6801-6826

Zeqiang Zhang, Lei Guo, Yu Zhang, Yanqing Zeng, Haolin Song, Yan Li, Haiye Chen and Muhammad Waqas Aslam

Optimising work-sharing in disassembly line balancing problems: a multi-cycle strategy pp. 6827-6854

Min Li and Binghai Zhou

Market-based multiagent system for task allocation and battery charging of AGVs using collision-free path pp. 6855-6876

Hyun Shin Lee, Byung Do Chung and Gyu Sung Cho

Balancing optimality and efficiency in solving flexible process planning: A parameter-free two-stage algorithm pp. 6877-6894

Yiming Ma, Kaiping Luo, Mabel C. Chou and Jianfei Sun

Ergonomics-aware operator-task allocation and scheduling in flexible job shop systems pp. 6895-6914

Peyman Yasari, El-Houssaine Aghezzaf and Dieter Claeys

Uncertainties of supply chain transition and integration for Industry 5.0: a review of operations management literature pp. 6915-6937

Christopher M. Durugbo

Volume 63, issue 17, 2025

Safety-driven optimisation of human–robot collaborative assembly line balancing pp. 6203-6228

Mahboobe Kheirabadi, Samira Keivanpour, Jean-Marc Frayret and Yuvin Chinniah

Investigating disruption propagation and resilience of supply chain networks: interplay of tiers and connections pp. 6229-6251

Farhad Habibi, Ripon K. Chakrabortty, Alireza Abbasi and William Ho

Towards resilient and viable supply chains: a multidimensional model and empirical analysis pp. 6252-6290

Antonio Padovano and Dmitry Ivanov

Optimising centralisation in distribution networks for perishable products through mathematical modelling, parametric analysis, and machine learning pp. 6291-6318

Alessandra Cantini, Leonardo Leoni, Saverio Ferraro and Filippo De Carlo

Pandemic-related inventory management practices and financial performance: exploring the roles of pandemic-related production uncertainty and big data analytics capability pp. 6319-6338

Yongtao Song, Wantao Yu, Mark A. Jacobs and Roberto Chavez

Local search-based meta-heuristics combined with an improved K-Means++ clustering algorithm for unmanned surface vessel scheduling pp. 6339-6363

Weiyu Tang, Kaizhou Gao, Zhenfang Ma, Zhongjie Lin, Hui Yu, Wuze Huang and Naiqi Wu

Incorporating learning and fatigue effects in flowshop scheduling: a case study pp. 6364-6383

Yenny Alexandra Paredes-Astudillo, Valérie Botta-Genoulaz, Jairo R. Montoya-Torres, Martha Caro and Jose-Fernando Jimenez

Robust fresh front distribution centre location problem considering resilience under demand uncertainty pp. 6384-6410

Qiuhan Wang, Xujin Pu, Bo Du and Jinpeng Wei

Quality improvement and evaluation for profile responses in cloud-based additive manufacturing processes pp. 6411-6429

Cuihong Zhai, Jianjun Wang, Jingxuan Xu, Binni Wang and Yiliu Tu

Contextual bandits-guided local search for solving air cargo palletisation problem pp. 6430-6451

Fatima Ezzahra Achamrah and Sabine Limbourg

Improved dual-population genetic algorithm to solve human–robot collaborative assembly line balancing problem pp. 6452-6474

Jiahong Cai, Haoyun Xue, Chengye Zheng and Hongyan Shi

Defect detection in impeller parts utilising local geometric feature analysis pp. 6475-6492

Rui Wang, Wei Du, Qingchao Jiang and Zhixing Cao

Crafting a synergistic convergence: an integrated approach for lean and industry 4.0 transformation pp. 6493-6513

Andrea Chiarini and Maneesh Kumar

Delay-tolerated vehicle positioning and scheduling problem at terminal aprons: a target-oriented robust optimisation approach pp. 6514-6529

Linfei Guan, Chenhao Zhou, Qinghe Sun and Ada Che

Dynamic layout design for scalable reconfigurable manufacturing systems pp. 6530-6552

Fatemeh Saffar, Shokraneh K. Moghaddam and Sihan Huang

A systematic literature review and research agenda on carbon-neutral supply chains pp. 6553-6583

Jiayi Chen, Tingting Tian, Kee-hung Lai and Christina W. Y. Wong

Volume 63, issue 16, 2025

Blockchain-based digital product passport: design principles and demonstration pp. 5863-5882

Hugo Abreu, Vasco Pereira and João Barata

Green robotic warehouses: analysis of carbon emissions in a rack-climbing robotic warehouse pp. 5883-5898

Wanying Chen, Yeming Gong, Xiangpei Hu and Zhengming Zhang

A simulation-based decision support tool for circular manufacturing systems in the automotive industry using electric machines as a remanufacturing case study pp. 5899-5918

Mayarí Pérez, Michael Lieder, Yongkuk Jeong and Farazee M. A. Asif

Manufacturers’ horizontal green R&D cooperation in a supply chain: effects of technological spillover pp. 5919-5939

Yu Xia and Xu Chen

The role of importance and urgency in prioritising Green Supply Chain Practices (GSCPs) pp. 5940-5962

Lisi Guan, Evelyne Vanpoucke and Lieven Quintens

Robust design and planning of a bioenergy supply chain under multi-uncertainty pp. 5963-5986

Qiaofeng Li, Qiman Yuan, Lu Wang, Zhi-Hai Zhang and Xiaohong Chen

Machine learning in supply chain management: systematic literature review and future research agenda pp. 5987-6016

Ilias Vlachos and Pulagam Gautam Reddy

Indirect health state prognosis of lithium-ion batteries based on VMD decomposition and neural network model pp. 6017-6036

Qinming Liu, Fengze Yun, Ming Dong and Yujie Wang

A novel hybrid intelligent scheduling: integrating human feedback into reinforcement learning for adaptive preference objectives pp. 6037-6055

Chen Ding, Fei Qiao, Dongyuan Wang and Juan Liu

Minimum order quantity requirements in the presence of supply disruption risk and retail competition pp. 6056-6070

H. Sebastian Heese

Digitalisation and technological innovation: panaceas for sustainability? pp. 6071-6088

Xiaoqing Wang, Kaihua Wang, Baochang Xu and Wenxin Jin

Supply chain risk disclosures in 10-K filings: implications for inventory slack and stock returns in unstable demand markets pp. 6089-6107

James R. Kroes, Andrew S. Manikas, Ahmed Baig and Anna Land

Robust cross-dock assignment problem with uncertain cost parameters pp. 6108-6133

Amna Altaf, Adnen El Amraoui, Francois Delmotte and Christophe Lecoutre

Flexible task assignment and assembly scheduling for human-robot collaboration cell considering uncertainty pp. 6134-6154

Ziwei Jia, Shulian Xie and Weimin Zhang

An exact method to solve the flex-route transit operational planning problem considering energy consumption pp. 6155-6177

Mingyang Li, Jinjun Tang and Tao Feng

Social sustainability in manufacturing: where are we? pp. 6178-6201

Graziana Blandino and Francesca Montagna

Volume 63, issue 15, 2025

Who is the best insurance buyer? Financing the capital-constrained manufacturer with trade credit insurance pp. 5475-5492

Nina Yan, Hechen Zhong and Tingting Tong

Application of multi architecture modelling method in intelligent electric–vehicle design pp. 5493-5511

Junda Ma, Guoxin Wang, Jinzhi Lu, Xiaochen Zheng and Yan Yan

When is the supply chain resilient? Customer and operational perspectives pp. 5512-5527

Dmitry Ivanov

Enhancing ‘disease x’ responsiveness: a risk-averse distributionally robust optimization approach for resource allocation under infectious disease transmission variability pp. 5528-5554

Shaghayegh Heyhat, Donya Rahmani and Shahrooz Shahparvari

The Digital REadiness Assessment MaturitY (DREAMY) framework to guide manufacturing companies towards a digitalisation roadmap pp. 5555-5581

Anna De Carolis, Claudio Sassanelli, Federica Acerbi, Marco Macchi, Sergio Terzi and Marco Taisch

Improving a supplier's social responsibility: the effect of competition and incomplete visibility pp. 5582-5601

Amirmohsen Golmohammadi, Majid Taghavi, Samira Farivar and Ali Vaezi

The optimality of second-hand business decisions in the presence of consumer valuation uncertainty pp. 5602-5628

Mengdan Wang, Nengmin Wang, Zheng Han and Bin Jiang

Causal machine learning for supply chain risk prediction and intervention planning pp. 5629-5648

Mateusz Wyrembek, George Baryannis and Alexandra Brintrup

The single machine scheduling problem with bio-mathematical fatigue constraints pp. 5649-5670

Zhaotong Wang, Tianhu Deng, Yize Meng and Han Guo

Flexible material handling system for multi-load autonomous mobile robots in manufacturing environments: a hierarchical reinforcement learning approach pp. 5671-5691

Keonwoo Park, Seongbae Jo, Youngchul Shin and Ilkyeong Moon

Optimal markdown policies for perishable products with fixed shelf life pp. 5692-5722

Mohammad S. Moshtagh, Yun Zhou and Manish Verma

The design of a sustainable closed-loop supply chain network optimisation considering the emergency response capability of manufacturers under emergencies pp. 5723-5748

Qiang Xiao, Wei Shi and JiChao Wang

An adaptive large neighborhood search method for the AGV scheduling problem with a limited number of chargers pp. 5749-5781

Yantong Li, Bo Ren, Xin Wen and Sai-Ho Chung

Dynamic order forecast sharing with dual shipping options under quantity flexibility contract pp. 5782-5811

Zhang Shuyang, Yao Yashu and Huo Jiazhen

An integrated response system for demand surges of emergency products: backup capacity investment and capacity sharing based on product flexibility pp. 5812-5837

Zihao Yang and Lihua Chen

Integrated optimisation of operations and financing for large-scale multi-period multi-product capital-constrained supply chains pp. 5838-5862

Junheng Cheng, Yanhong Lin, Jingya Cheng, Lingtong Liao and Feng Chu

Volume 63, issue 14, 2025

Multistakeholder production and logistics management through blockchain technology applications pp. 5031-5042

Joseph Sarkis, Chunguang Bai and Yingli Wang

The use of blockchain in organisations for sustainable development: a systematic literature review and bibliometric analysis pp. 5043-5070

Matilde Messina, Mohammad H. Eslami and Joaquin Cestino Castilla

Blockchain and trust in supply chains: a bibliometric analysis and trust transfer perspective pp. 5071-5098

Kongmanas Yavaprabhas, Mehrdokht Pournader and Stefan Seuring

Use of non-fungible tokens in operations and supply chain management pp. 5099-5121

Petri Helo, Yuqiuge Hao and Angappa Gunasekaran

Blockchain development in a supply chain with rival entry pp. 5122-5141

Guanmei Liu, Yunning Zhao, Shenghai Zhou and Xiaofeng Shao

Smart contracting for production supply in shared manufacturing: a practical simulation approach pp. 5142-5168

Larissa Krämer, Patrick Stuckmann-Blumenstein, Pascal Kaiser, Michael Henke, Moritz Roidl and Alice Kirchheim

Automatic blockchain network configuration and optimisation for credible and authorised data sharing in social manufacturing networks pp. 5169-5189

Jizhuang Hui, Kangqian Zheng, Kai Ding, Xueliang Zhou, Jingxiang Lv and Felix T.S. Chan

Blockchain technology adoption strategies of a supply chain considering possible product defects pp. 5190-5216

Xue-Yan Wu, Xujin Pu and Zhi-Ping Fan

Should a manufacturer adopt blockchain when its competitor discloses blockchain-enabled product quality information? pp. 5217-5237

Xiaoping Xu, Jiahao Chen, Shuai Liu, Yugang Yu and T. C. E. Cheng

Blockchain implementation decisions in a dual-channel supply chain under different market power structures pp. 5238-5262

Mingli Yuan, Ruozhen Qiu, Minghe Sun, Songshi Shao, Zhi-Ping Fan and Henry Xu

Introducing blockchain into low-carbon e-commerce supply chains: a differential game analysis in monopoly and oligopoly markets pp. 5263-5291

Liying Yu, Mengzhen Yang and Ziyuan Zhang

Optimal decisions and coordination of a supply chain in the hybrid recycling mode with traceability and fairness concern pp. 5292-5316

Qiuchen Wu, Yuyan Wang, T.C.E. Cheng and Yulin Sun

Mitigating triple-marginalization in a multi-tier product tracking system: blockchain application and real-data validation pp. 5317-5335

Baozhuang Niu, Enkai Zhang and Jian Dong

Pricing strategy and blockchain technology investment under hybrid carbon trading schemes: a biform game analysis pp. 5336-5357

Shiyuan Zhang, Xiao-Xue Zheng, Fu Jia and Zhi Liu

Blockchain empowerment: enhancing consumer trust and outreach through supply chain transparency pp. 5358-5382

Yanji Duan and Qingyun Zhu

Decency or devilment: the impact of blockchain technology on product line design pp. 5383-5401

Yu Jiang, Xiang Ji, Jie Wu and Xiaohang Yue

The impact of Blockchain adoption on supply chain performance: evidence from food industry pp. 5402-5427

Nam Vu, Abhijeet Ghadge and Michael Bourlakis

Performance analysis of a blockchain-based messaging system implementation for air cargo supply chains pp. 5428-5451

Chun Wai Lau, Joseph Liu, Xin Ma and Srinivas Talluri

The value of blockchain for shipping platforms: a perspective from multi-homing and network effects pp. 5452-5474

Bo Lu, Lijie Fan, Yuanzhao Tang, Sandun C. Perera and Jian-Jun Wang

Volume 63, issue 13, 2025

Land layout optimisation for virtual land sales in the metaverse: two-dimensional assortment problem pp. 4617-4638

Yao-Huei Huang, Bohan Hu and F. J. Hwang

Optimising batch withdrawal strategies for non-safety-related defects under risk sensitivity pp. 4639-4668

Belleh Fontem and Kelly L. Hellman

From features to benefits: a data-driven approach for the economic design of adaptive quality control pp. 4669-4693

Zhaoguang Xu and Stefan Minner

A new MIP RCCP model for tackling tactical project planning pp. 4694-4718

Anis Noureddine, François Soumis and Robert Pellerin

The impact of contract types on carbon-capped food supply chains: options versus wholesale pp. 4719-4748

Zhong-Zhong Jiang, Zeyu Lu and Zhongbin Wang

Task allocation of human-robot collaborative assembly line considering assembly complexity and workload balance pp. 4749-4775

Min Cai, Gen Wang, Xinggang Luo and Xueqi Xu

Predicting complaints in semiconductor order fulfilment with machine learning pp. 4776-4799

Patrick Moder and Kai Hoberg

Optimal and near-optimal control of a capacitated assemble-to-order system with component commonality and backordered demands pp. 4800-4819

Jianxin Fang and Mohsen Elhafsi

Pre-positioning supplies with blockchain-supported inventory sharing in relief supply chains pp. 4820-4844

Yingjie Ju, Hanping Hou, Jimei Yang, Qiuxia Zhang and Yuheng Ren

Request prompt response in same-day delivery problem with drone resupply pp. 4845-4863

Jianhua Xiao, Liang Chen, Yunyun Niu and Shuyi Wang

Marrying math and mind: towards production planning systems for industry 5.0 pp. 4864-4886

Maryam Azani, Lijia Tan, Rob Basten and Ton de Kok

Digital transformation of electronic patient information leaflets (ePIL): the case of multinational pharmaceutical manufacturers pp. 4887-4907

Jagjit Singh Srai, Alba Calvo Margolles and Daqiang Guo

Toward mass adoption of electric vehicles: policy optimisation under different infrastructure investment scenarios pp. 4908-4933

Ting Chen, Xiao-Xue Zheng, Fu Jia and Lenny Koh

Agent-based modelling for human–robot collaborative order picking system considering workers’ performance pp. 4934-4957

Kyung Jun Min, Byung Do Chung and Gyu Sung Cho

Planning and scheduling shared manufacturing systems: key characteristics, current developments and future trends pp. 4958-4990

Ege Duran, Cemalettin Ozturk and Barry O'Sullivan

Decision models for order fulfillment processes of online food delivery platforms: a systematic review pp. 4991-5029

Saad Ashraf and Amit Kumar Bardhan

Volume 63, issue 12, 2025

A data flow framework to support the selection and integration of digital technologies for smart production pp. 4269-4286

Natalie Agerskans, Mohammad Ashjaei, Jessica Bruch and Koteshwar Chirumalla

A cutting-plane algorithm for an orienteering problem with mandatory visits and simultaneous production pp. 4287-4305

Shijin Wang, Hanyu Zhang, Feng Chu and Kan Fang

Green supply chain knowledge networks and corporate ESG performance: the role of green technology innovation and knowledge integration capability pp. 4306-4327

Zhiping Hou, Dashuo Li, Feng Jin, Yue Zhang and Wei Luo

Industrial internet platform-driven decentralised multi-level synchronised reconfiguration of assembly supply chains pp. 4328-4350

Hai-nan Huang, Ting Qu, Xiao-hui Qiu, Lin Ma, Duxian Nie, Congdong Li and George Q. Huang

Collection and sorting debris management after technological disasters pp. 4351-4367

Félix Combaud, Christophe Duhamel and Andréa Cynthia Santos

An end-to-end decentralised scheduling framework based on deep reinforcement learning for dynamic distributed heterogeneous flowshop scheduling pp. 4368-4388

Haoran Li, Liang Gao, Qingsong Fan, Xinyu Li and Baoan Han

Optimising and modeling the mixed-model two-sided disassembly line balancing problem with human-robot cooperation restrictions pp. 4389-4412

Lawrence Al-fandi and Najat Almasarwah

Purchasing and remanufacturing decisions with different quality returned material and finished goods pp. 4413-4430

Oktay Karabağ, Fikri Karaesmen and Barış Tan

A technology-specific process mining maturity grid for manufacturing and logistics pp. 4431-4457

Sebastian Dunzer, Sandra Zilker, Sven Weinzierl, Willi Tang, Felix Dieckmann, Simon Stenglein, Johannes Rist and Martin Matzner

Sustainability meets service procurement: a case study in the ICT service sector pp. 4458-4477

Kati Schaëfer, Aleksi Harju, Anni-Kaisa Kähkönen and Jukka Hallikas

Human-robot cooperation two-sided partial disassembly line balancing problem pp. 4478-4503

Mengling Chu and Weida Chen

Hierarchical production control and distribution planning under retail uncertainty with reinforcement learning pp. 4504-4522

Yang Deng, Andy H. F. Chow, Yimo Yan, Zicheng Su, Zhili Zhou and Yong-Hong Kuo

Industrializable industrial internet of things (I3oT) for a massive implementation of industry 4.0 applications: a press shop case example pp. 4523-4539

Ivan Peinado-Asensi, Nicolás Montés, Daniel Ibañez and Eduardo García

Integrated inventory and capacity management for hydrogen production under consideration of fluctuating electricity prices pp. 4540-4562

Venugopal Ramadasu and Gerald Reiner

A novel machine-learning rolling horizon heuristic for dynamic lot-sizing and job shop scheduling problems pp. 4563-4589

Yannik Zeiträg and José Rui Figueira

Measuring employee involvement in Lean Manufacturing efforts: proposal of a robust scale pp. 4590-4615

Nayara Cardoso de Medeiros, Moacir Godinho Filho, Mario Henrique Callefi, Gilberto Miller Devós Ganga, Jonhatan Magno Norte da Silva, Matthias Thürer, Léony Luis Lopes Negrão and Fabiane Letícia Lizarelli

Volume 63, issue 11, 2025

Bi-objective inventory routing problem with uncertain demand: a data-driven robust optimisation approach pp. 3885-3912

Yuqiang Feng, Ada Che and Jieyu Lei

Predicting schedule adherence of engineering changes – a case study on effectivity date adherence prediction using machine learning pp. 3913-3937

Ognjen Radisic-Aberger, Peter Burggräf, Fabian Steinberg, Alexander Becher and Tim Weisser

An adaptive federated learning system for information sharing in supply chains pp. 3938-3960

Ge Zheng, Dmitry Ivanov and Alexandra Brintrup

Insourcing additive manufacturing for spare parts production: is it profitable? An extensive analysis and the proposal of a Decision Support System pp. 3961-3981

Francesco Lolli, Antonio Maria Coruzzolo, Mirco Peron and Fabio Sgarbossa

Assessing resilience measures in the Austrian dairy supply chain: a case-based simulation integrating strategic, tactical, and operational decisions pp. 3982-4015

Moritz Kettele and Gernot Lechner

The influence of neighbours’ supply network structure on firm’s environmental, social and governance controversies pp. 4016-4035

Jilin Qiu, Leila Alinaghian and Alexandra Brintrup

An LSTM network-based genetic algorithm for integrated procurement and scheduling optimisation pp. 4036-4065

Alexander Bubak, Benjamin Rolf, Tobias Reggelin, Sebastian Lang and Heiner Stuckenschmidt

Optimal ordering for Product-as-a-Service models with circular economy practices pp. 4066-4085

Behzad Maleki Vishkaei

Increasing productivity by generating optimal cutting patterns in the rolling mill of Shahid Bahonar Copper Industries Corporation pp. 4086-4113

Fereshteh Ghafari, Yasaman Asadi, Ali Salajegheh and Ezat Valipour

Production control with Reinforcement Learning for a matrix-structured production system pp. 4114-4136

L. M. Steinbacher, T. Wegmann and M. Freitag

Dynamically dealing with requests in a stochastic multi-period home healthcare problem with consistency constraints pp. 4137-4162

Valentina Bonomi, Jean-François Côté, Renata Mansini and Roberto Zanotti

Joint optimisation of product family configuration and supply chain resilience pp. 4163-4179

Ming Zeng, Yangyang Ye, Xinggang Luo, Wenchong Chen, Zhongliang Zhang and Ruochen Zeng

Scheduling of steelmaking-continuous casting process by integrating deep neural networks with mixed integer programming pp. 4180-4201

Woo-Jin Shin, Sang-Wook Lee, Jun-Ho Lee, Min-Ho Song and Hyun-Jung Kim

Product family formation based on optimal resource sequence for reconfigurable manufacturing system pp. 4202-4216

Xiaojun Zhu, Junyi Wang, Zhigang Xu, Xiao Yang and Runan Cao

A game-theoretic analysis for creative mid-roll ads on a content platform pp. 4217-4237

Shaofu Du, Zaichen Luo and Li Hu

Serial- and hierarchical-batch scheduling: a systematic review and future research directions pp. 4238-4268

Stefan Wahl, Christian Gahm and Axel Tuma

Volume 63, issue 10, 2025

Process time distribution simulation in robotic assembly line balancing pp. 3467-3484

Dawid Stade, Jan Michael Spoor, Martin Manns and Jivka Ovtcharova

Enhancing offshore parcel delivery efficiency through vessel-unmanned aerial vehicle collaborative routing pp. 3485-3511

Yantong Li and Xingqi Wang

A reinforcement learning-based approach for solving multi-agent job shop scheduling problem pp. 3512-3537

Zhuoran Dong, Tao Ren, Fang Qi, Jiacheng Weng, Danyu Bai, Jie Yang and Chin-Chia Wu

Charging scheduling optimisation of battery electric buses with charging setup time pp. 3538-3563

Zhixin Wang, Feifeng Zheng, Sadeque Hamdan and Oualid Jouini

A robust Pareto model for electric vehicle charging station deployment in urban areas considering psychology effects of drivers pp. 3564-3588

Chiao-Yu Chen, I-Hsuan Hong, Rou-Chun Chen, Wen Ting Chang and Chih-Chiang Chang

Zero-inventory plans, constant workforce, or hybrid approach? Analysing pure production strategies for enhancing factory resilience with demand variability pp. 3589-3607

Alexander Garrido, Fabián Pongutá and Heriberto García-Reyes

Grandfathering or benchmarking? The impact of carbon quota allocation rule on the joint emission reduction supply chain pp. 3608-3629

Chen Zhu, Jing Ma, Jiang Li and Mark Goh

A model for scheduling the resource deployment in a multi-stage ramp-up production system pp. 3630-3654

Taebok Kim, Christoph H. Glock and Mohamad Y. Jaber

Resilient supply chain operations following major disturbances: lessons from COVID-19 cases pp. 3655-3683

S. Y. Wang and George Q. Huang

Process mining with event attributes and transition features for care pathway modelling pp. 3684-3708

Omar Rifki, Zhihao Peng, Lionel Perrier and Xiaolan Xie

Rolling horizon product quality estimation and online optimisation for supply chain management of perishable inventory pp. 3709-3732

Fernando Lejarza, Shashank Venkatesan and Michael Baldea

Unsupervised fault detection using frequency-wise angular filtering in contaminated vibration signals pp. 3733-3759

Yunseon Byun, Daeju Maeng and Jun-Geol Baek

A joint work package sizing and scheduling problem considering resource constraints with a look-ahead heterogeneous reinforcement learning method pp. 3760-3797

Nianmin Zhang, Xiao Li and Yao Gao

Real-time sustainable cobotic disassembly planning using fuzzy reinforcement learning pp. 3798-3821

Ashkan Amirnia and Samira Keivanpour

A multi-objective artificial bee colony algorithm for single machine scheduling with family setup under TOU tariffs pp. 3822-3853

Ling Xue and Xiuli Wang

How can OEMs scale up remanufacturing in product-as-a-service (PaaS)? – challenges and enablers from a theoretical and industrial perspective pp. 3854-3883

P. Golinska-Dawson, T. Sakao, E. Sundin and K. Werner-Lewandowska

Volume 63, issue 9, 2025

Optimal multiresource planning for the elderly care system: a case study pp. 3091-3116

Meiyan Lin, Weizhi Tong, Jiguang Chen, Tenghui Zeng, Lijun Ma, Jingqiang Feng, Rongtian Sun and Ziyin Liang

A methodological framework to model cumulative energy demand and production costs for additive and conventional manufacturing approaches pp. 3117-3141

Rosa Di Lorenzo, Giuseppe Ingarao, Toni Lupo, Dina Palmeri and Livan Fratini

Industry 4.0 technology implementation in manufacturing: a selection method and real case applications pp. 3142-3174

L. Maretto, M. Faccio and D. Battini

Heterogeneous knowledge graph-driven subassembly identification with ensemble deep learning in Industry 4.0 pp. 3175-3191

Chao Zhang, Yanzhen Jing, Guanghui Zhou, Hairui Yan and Fengtian Chang

Increasing the output of mixed-model assembly lines for industrialised housebuilding: learnings from a case-based simulation study pp. 3192-3207

Wolfgang Grenzfurtner, Elena Pichler and Manfred Gronalt

The design of a parallel zone-picking system with cooperation area between neighbouring zones and its cooperation methods pp. 3208-3230

Ying-Chin Ho, Jia-Chyun Chen and Shih-Chou Kao

Multi-line hybrid flow-shop scheduling problem with energy considerations pp. 3231-3253

Sara Taguemount, Damien Lamy, Xavier Delorme and Nicolas Casoetto

Stress tests for supply chains: towards resilience and viability pp. 3254-3258

Alexandre Dolgui, Dmitry Ivanov and David Simchi-Levi

Supply network stress-testing of food security on the establishment-level pp. 3259-3283

Christian Diem, William Schueller, Melanie Gerschberger, Johannes Stangl, Beate Conrady, Markus Gerschberger and Stefan Thurner

Break up or tolerate? The post-disruption cooperation in global supply chains pp. 3284-3299

Shibo Jin, Yong He, Shanshan Li and Xuan Zhao

Multi-period fourth-party logistics network design from the viability perspective: a collaborative hyper-heuristic embedded with double-layer Q-learning algorithm pp. 3300-3330

Yuxin Zhang, Min Huang, Zheming Gao, Songchen Jiang, Shu-Cherng Fang and Xingwei Wang

Assessing resiliency in scale-free supply chain networks: a stress testing approach based on entropy measurements and value-at-risk analysis pp. 3331-3364

Marzieh Khakifirooz, Michel Fathi, Alexandre Dolgui and Panos M. Pardalos

Robust planning of production networks at an automotive supplier pp. 3365-3383

Oliver Bruetzel, Moritz Hörger, Anthony Foran, Martin Benfer, Aydin Nassehi and Gisela Lanza

An integrated blood supply chain network design during a pandemic pp. 3384-3409

Hengfei Yang, Yunqiang Yin, Dujuan Wang, T.C.E. Cheng, Ruisan Zhang and Hai Hu

Enhancing supply chain resilience with recovery strategies under electricity shortages pp. 3410-3441

Yueyu Ding, Feng Chu, Tao Lin, Feifeng Zheng and Ming Liu

Semiconductor supply chain resilience and disruption: insights, mitigation, and future directions pp. 3442-3465

Wei Xiong, David D. Wu and Jeff H. Y. Yeung

Volume 63, issue 8, 2025

A multi-level rescheduling approach for a dynamic remote operations scheduling problem pp. 2711-2740

Annalisa Castelletti, Lorenzo Moreschini, Marzia Corvaglia and Renata Mansini

Active mission assignment for improving the effectiveness of opportunistic maintenance in a fleet of mission-critical systems pp. 2741-2759

Jun Lee, JaeSang Yu and Yoo S. Hong

Design of a new attribute chart based on inspection run length pp. 2760-2779

Zhibin Zheng, Wenhui Zhou, Chunhui Liu and Haodong Liu

Designing a resilient hydrogen hub under disruption risks and non-stationary demand distribution pp. 2780-2805

Mohammad Asghari, Hamid Afshari, Mohamad Y. Jaber and Cory Searcy

Supply chain financing theory of the trade payables–performance link pp. 2806-2830

Philipp Wetzel and Stephan M. Wagner

A scalable Deep Q-Learning approach for hot stamping process under dynamic control environment pp. 2831-2852

Nuria Nievas, Adela Pagès-Bernaus, Albert Abio, Danillo Lange, Eduard Garcia-Llamas, Marc Grané, Jaume Pujante, Lluís Echeverria and Francesc Bonada

The impact of operating lease reporting rules on firm efficiency: the moderating role of supply chain network structure pp. 2853-2870

Pankaj C. Patel and Jayanth “Jay” Jayaram

Cooperative multi-agent reinforcement learning for multi-area integrated scheduling in wafer fabs pp. 2871-2888

Ming Wang, Jie Zhang, Peng Zhang and Mengyu Jin

Process mining in supply chain management: state-of-the-art, use cases and research outlook pp. 2889-2904

Fynn Oldenburg, Kai Hoberg and Henrik Leopold

Optimising hurricane shelter locations with smart predict-then-optimise framework pp. 2905-2925

Zhenlong Jiang and Ran Ji

Strategical and tactical supply chain optimisation for smart production planning and control 4.0 pp. 2926-2946

Hector Cañas, Josefa Mula and Francisco Campuzano-Bolarin

Logistics project risk response decision-making for global supply chain resilience and agility: an optimised case-based reasoning pp. 2947-2969

Xu Zhang, Mark Goh, Sijun Bai and Libiao Bai

The effect of visibility on forecast and inventory management performance during the COVID-19 pandemic pp. 2970-2992

Kaveh Dehkhoda, Valérie Bélanger and Martin Cousineau

Configuration and multistep switching of machines in dynamic hybrid MTS/MTO production systems pp. 2993-3017

Shohei Kanda, Keisuke Nagasawa, Katsumi Morikawa and Katsuhiko Takahashi

Modelling and monitoring multi-relational networks with ordinal information pp. 3018-3034

Junjie Wang, Chun Fai Lui and Min Xie

AND/OR graph generation for disassembly analysis: Deeply-nested subassemblies represented by a hypergraph pp. 3035-3063

S. Iwase

Enhancing scalable reconfigurable manufacturing systems through robust optimisation: energy efficiency and cost minimisation under uncertainty pp. 3064-3089

Alireza Ostovari, Lyes Benyoucef, Hicham Haddou Benderbal and Xavier Delorme

Volume 63, issue 7, 2025

Strategic decision-making for sustainable production and distribution in automotive industry: a machine learning enabled dynamic multi-objective optimisation pp. 2339-2362

Puja Sarkar, Vivekanand B. Khanapuri and Manoj Kumar Tiwari

Deep reinforcement learning for solving car resequencing with selectivity banks in automotive assembly shops pp. 2363-2384

Yuzhe Huang, Gaocai Fu, Buyun Sheng, Yingkang Lu, Junpeng Yu and Xiyan Yin

Optimising resource-constrained fleet selective maintenance with asynchronous maintenance breaks pp. 2385-2407

Alireza Amjadian, Ryan O'Neil, Abdelhakim Khatab, Jing Chen, Uday Venkatadri and Claver Diallo

Product transportation strategy in the presence of limited shipment capacity and purchase timing pp. 2408-2430

Cheng Zhang, Feng Yang and Feifei Shan

A heuristic method for multi-objective hybrid flow shop scheduling problem with parent-child relationships and space constraints pp. 2431-2455

Junli Zheng, Junbo Zhao and Sixiang Zhao

Scheduling a two-stage assembly problem with separated setup time to minimise total tardiness pp. 2456-2482

JianChao Luo, ZhiQiang Liu, JiaLi Fan, Jun-Qiang Wang, YanXiang Feng and Jun Xu

Multi-mode resource-constrained project scheduling problem with multiple shifts and dynamic energy prices pp. 2483-2506

Wuliang Peng, Dongmin Yu and Fang Xie

Human-centric optimisation in manual picker-to-parts systems: a holistic energy expenditure approach pp. 2507-2525

Andrea Lucchese, Salvatore Digiesi and Fabio Sgarbossa

A distribution-free-based approach for stochastic food closed-loop supply chain pp. 2526-2555

Ding Chen, Feng Chu, Ming Liu and Yufei Huang

Self-reliance or dependence? patterns of information technology use on innovation performance pp. 2556-2576

Miao Hu, Kedi Wang, Shenyang Jiang, Baofeng Huo and Andy C. L. Yeung

Co-Kriging model-based multi-fidelity regression for refining milling stability predictions of variable tool overhang length using limited experimental data pp. 2577-2598

Congying Deng, Huiling Ding, Jianguo Miao and Feng Tan

Data-driven diagnosis framework for platform product supply chains under disruptions pp. 2599-2621

Mingxing Li, Yiji Cai, Daqiang Guo, Ting Qu and George Q. Huang

An LSTM-based predictive monitoring method for data with time-varying variability pp. 2622-2637

Jiaqi Qiu, Yu Lin and Inez M. Zwetsloot

Human-centred AI in industry 5.0: a systematic review pp. 2638-2669

Mario Passalacqua, Robert Pellerin, Florian Magnani, Philippe Doyon-Poulin, Laurène Del-Aguila, Jared Boasen and Pierre-Majorique Léger

Optimizing feeder bus timetables to boost advanced passenger transfers: a case study of Beijing pp. 2670-2693

Hankun Zheng, Huijun Sun, Xin Guo, Peiling Dai and Jianjun Wu

Integrating storage allocation with manual order picking and replenishment operations in a distribution centre pp. 2694-2710

Jean-François Cordeau, Pasquale Legato and Rina Mary Mazza

Volume 63, issue 6, 2025

Capacity management under uncertain demand and distribution policies: the case of Indian vaccine supply chain pp. 1985-2009

Vijaya Dixit, Ashish Omar, Ou Tang and Priyanka Verma

Evolve ensemble rules automatically for the block spatial scheduling under dynamic environments via surrogate-assisted cooperative evolution genetic programming pp. 2010-2037

Lubo Li, Haohua Zhang and Sijun Bai

Investigating the impact of cognitive assistive technologies on human performance and well-being: an experimental study in assembly and picking tasks pp. 2038-2057

Andrea Lucchese, Sotirios Panagou and Fabio Sgarbossa

Multivariate quality prediction of thin-walled parts machining using multi-task parallel deep transfer learning pp. 2058-2089

Pei Wang, Pengde Huang, Haizhen Tao, Yongkui Liu, Tao Wang and Hai Qu

Machine-learning-based sampling inspection under OQC capacity for real-time quality monitoring in the TFT-LCD industry pp. 2090-2113

Ming-Sung Shih, James C. Chen, Tzu-Li Chen, Chih-Hsiung Chiang and Ching-Lan Hsu

Incorporating car-sequencing rules in the planning of mixed-model assembly lines pp. 2114-2132

Celso Gustavo Stall Sikora and Lorenzo Tiacci

Integrated two-stage multi-factory assembly scheduling with maintenance considerations pp. 2133-2149

Hamed Kazemi, Mustapha Nourelfath, Amir M. Fathollahi-Fard and Michel Gendreau

Analytical model and swapping policy assessment of a vertical lift module – buffer integrated storage system pp. 2150-2169

Jakob Marolt, Fabio Sgarbossa, Jesus A. Jimenez, Abhimanyu Sharotry and Tone Lerher

Enhancing energy efficiency in distributed hybrid forging flow-shops: a novel scheduling approach to capitalise on residual forging heat pp. 2170-2189

Chenfei Liu, Qiang Cheng, Chenyang Cheng, Hongyan Chu, Zhifeng Liu and Wei Zhang

Revolutionize cold chain: an AI/ML driven approach to overcome capacity shortages pp. 2190-2212

Ilya Jackson, Jafar Namdar, Maria Jesús Saénz, Richard Augustus Elmquist III and Luis Rodrigo Dávila Novoa

Energy efficient scheduling in a robotic cell with a material handling robot serving two parallel machines pp. 2213-2230

Çiya Aydoğan and Sinan Gürel

Towards human-centric warehousing: the impact of rack configuration and cognitive demands on order picking performance pp. 2231-2247

Dominic Loske, Eric H. Grosse, Christoph H. Glock and Matthias Klumpp

Turret-index optimisation with mathematical programming and metaheuristic approaches pp. 2248-2267

Adil Baykasoglu, Elif Yoruk and Seyda Topaloglu Yildiz

Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach pp. 2268-2290

Edward Elson Kosasih and Alexandra Brintrup

The strong effect of flexible capacities on achievable WIP levels and throughput times: a simple model and its implications pp. 2291-2304

Hermann Lödding, Constantin Steffens and Michael Winter

Reviewing and conceptualising the role of 4.0 technologies for sustainable warehousing pp. 2305-2337

Sara Perotti, Luca Cannava, Jörg M. Ries and Eric H. Grosse

Volume 63, issue 5, 2025

Digital transformation for safer circular lithium-ion battery supply chains: a blockchain ecosystem-data perspective pp. 1585-1606

Zhuowen Chen, Joseph Sarkis and Abdullah Yildizbasi

An effective hybrid meta-heuristic method for the simultaneous batch production and transportation problem in additive manufacturing pp. 1607-1623

Shijin Wang, Hanyu Zhang and Feng Chu

Life can’t be too sweet: the effects of sugar-sweetened beverage labelling on the government’s health battle pp. 1624-1648

Yang Liu, Bin Shen and Dmitry Ivanov

Optimisation of recovery policies in the era of supply chain disruptions: a system dynamics and reinforcement learning approach pp. 1649-1673

Fabian Bussieweke, Josefa Mula and Francisco Campuzano-Bolarin

Minimising makespan in distributed assembly hybrid flowshop scheduling problems pp. 1674-1691

Kuo-Ching Ying, Shih-Wei Lin and Kuan-Fu Chen

A methodology for evaluating feature selection and clustering methods with project-specific requirements pp. 1692-1706

H. von Linde and O. Riedel

Robust optimization algorithm for integrated crane assignment and scheduling in slab yard with uncertain arrival time pp. 1707-1724

Xu Wang, Qiuhong Zhao, Shixin Liu, Jia Wang and Liang Qi

Supermarket-chain grocery delivery optimization through crowdshipping pp. 1725-1752

F. J. Hwang, Bohan Hu and M. Y. Kovalyov

Optimising distributed heterogeneous flowshop group scheduling arising from PCB mounting: integrating construction and improvement heuristics pp. 1753-1778

Zhenduo Han, Biao Zhang, Hongyan Sang, Chao Lu, Leilei Meng and Wenqiang Zou

Reactive tabu search and mixed-integer linear programming for multi-day assignment, scheduling, and routing problems of specialised education and home-care services pp. 1779-1802

Mira Bou Saleh, Abderrahim Chariete, Leo Schwartz, Olivier Grunder and Amir Hajjam El Hassani

The dual-resource-constrained re-entrant flexible flow shop a constraint programming approach and a hybrid genetic algorithm pp. 1803-1824

Johanna Mlekusch and Richard F. Hartl

Financing a push and pull supply chain under revenue sharing: value addition and default risk transmission mechanism pp. 1825-1850

Xiaofeng Xie, Xun Xu, Zixuan Zhou and Jing Gu

The role of digital twins in lean supply chain management: review and research directions pp. 1851-1872

Daqiang Guo and Soujanya Mantravadi

Exploring the role of drones and UAVs in logistics and supply chain management: a novel text-based literature review pp. 1873-1897

Hamed Jahani, Yunes Khosravi, Bahareh Kargar, Kok-Leong Ong and Sobhan Arisian

Machine learning in smart production logistics: a review of technological capabilities pp. 1898-1932

Erik Flores-García, Dong Hoon Kwak, Yongkuk Jeong and Magnus Wiktorsson

A review on unsupervised learning algorithms and applications in supply chain management pp. 1933-1983

Benjamin Rolf, Alexander Beier, Ilya Jackson, Marcel Müller, Tobias Reggelin, Heiner Stuckenschmidt and Sebastian Lang

Volume 63, issue 4, 2025

Synergizing ChatGPT and experiential learning: unravelling TOC based production planning and control variants through the dice game pp. 1209-1234

Mahesh Gupta, Ajay Gupta, Fernando Bernardi de Souza, Lucas Martins Ikeziri and Mohit Datt

Proposing a maturity model for assessing Artificial Intelligence and Big data in the process industry pp. 1235-1255

Rosanna Fornasiero, Lorenz Kiebler, Mohammadtaghi Falsafi and Saskia Sardesai

Post-Covid challenges and opportunities: rethinking ESG performance in the logistics sector pp. 1256-1274

Rambabu Juvvala, Shirish Sangle and Manoj Kumar Tiwari

Integrated scheduling of multi-objective lot-streaming hybrid flowshop with AGV based on deep reinforcement learning pp. 1275-1303

Hongtao Tang, Jiawei Huang, Chenhao Ren, Yiping Shao and Jiansha Lu

The picker routing problem in mixed-shelves, multi-block warehouses pp. 1304-1325

Mustapha Haouassi, Yannick Kergosien, Jorge E. Mendoza and Louis-Martin Rousseau

Smarter facility layout design: leveraging worker localisation data to minimise travel time and alleviate congestion pp. 1326-1353

Ayse Aslan, Gokula Vasantha, Hanane El-Raoui, John Quigley, Jack Hanson, Jonathan Corney and Andrew Sherlock

Joint risk-based maintenance strategy and integrated monitoring approach for manufacturing system operational process considering workpiece quality pp. 1354-1371

Ruoyu Liao, Yihai He, Min Xie, Haibin Cao, Hanjun Guo, Haiyun Lu and Wei Dai

Decentralised protocols for autonomous mobile robots in material handling: inductive learnings from centralised controller pp. 1372-1398

Byeongmok Kim, Yonggab Kim and Seokcheon Lee

Product line strategy and supply chain structures for mass customized production using 3D printing pp. 1399-1414

Bing Li, Qing Zhang and Shouwang Lu

Is it wise for manufacturers to implement preventive maintenance in the sharing business model? pp. 1415-1435

Dong-dong Wang, Kangzhou Wang, Zhifeng Qian and Feng Jiang

Blockchain adoption for product freshness traceability under platform competition pp. 1436-1449

Pengwen Hou, Tongling Feng, Yating Li and Shuxia Peng

A dual-critic DQN architecture for lifter assignment in multi-floor semiconductor FAB pp. 1450-1472

Jiwon Kim and Jeonghoon Mo

Spatio-temporal task pricing for shared electric micro-mobility battery-swapping platform with reinforcement learning pp. 1473-1494

Minjeong Kim and Ilkyeong Moon

The formation of cooperatives with the implications of information sharing and contract farming pp. 1495-1516

Qing Li, Khaled Hadj-Hamou and Yacine Rekik

Operational practices for integrating lean and industry 4.0 – a dynamic capabilities perspective pp. 1517-1537

Tim Komkowski, Michael Sony, Jiju Antony, Fabiane Letícia Lizarelli, Jose Arturo Garza-Reyes and Guilherme Luz Tortorella

Grand challenges in industrial and systems engineering pp. 1538-1583

Waldemar Karwowski, Gavriel Salvendy, Laura Albert, Woo Chang Kim, Brian Denton, Maged Dessouky, Alexandre Dolgui, Vince Duffy, Soundar Kumara, Jingshan Li, Azad M. Madni, Leon McGinnis, William Rouse, Jeff Shamma, Max Shen, David Simchi-Levi, Julie Swann and Manoj Kumar Tiwari

Volume 63, issue 3, 2025

Real-time stochastic flexible flow shop scheduling in a credit factory with model-based reinforcement learning pp. 845-864

Liao Chen, Hongjia Liu, Ning Jia, Nianlu Ren, Runbang Cui and Wei Wei

Sparse group principal component analysis using elastic-net regularisation and its application to virtual metrology in semiconductor manufacturing pp. 865-881

Geonseok Lee, Tianhui Wang, Dohyun Kim and Myong-Kee Jeong

Integrated scheduling of production and material delivery for the intelligent manufacturing system pp. 882-903

Tianning Liang, Liping Zhou and Zhibin Jiang

An intelligent open trading system for on-demand delivery facilitated by deep Q network based reinforcement learning pp. 904-926

Chaojie Guo, Lele Zhang, Russell G. Thompson, Greg Foliente and Xiaoshuai Peng

Joint transshipment, markdown, and clearance decisions at a fast-fashion retailer pp. 927-948

Siamak Naderi, Abdullah Dasci and Kemal Kilic

Discrete cutting path problems: a general solution framework and industrial applications pp. 949-969

Daniil Khachai, Olga Battaïa, Alexander Petunin and Michael Khachay

A configuration optimization approach for reconfigurable manufacturing system based on column-generation combined with graph neural network pp. 970-991

Feng Cui, Zhibin Jiang, Xin Zhou, Junli Zheng and Na Geng

Modular Digital Twin – an approach for generating and exploiting product sustainability information towards service-oriented business models pp. 992-1010

Andreas Werner, Frauke Schuseil, Moritz Hämmerle, Sascha Schaper and Katharina Hölzle

How does artificial intelligence impact employees’ engagement in lean organisations? pp. 1011-1027

Guilherme Luz Tortorella, Daryl Powell, Peter Hines, Alejandro Mac Cawley Vergara, Diego Tlapa-Mendoza and Roberto Vassolo

A selection procedure for the design of mixed-model assembly systems considering walking workers and fixed workers pp. 1028-1045

Martina Calzavara, Maurizio Faccio, Serena Finco, Alessandro Persona and Ilenia Zennaro

Integrated shelf-life rules for multi-level pharmaceutical tablets manufacturing processes pp. 1046-1066

Michael Simonis and Stefan Nickel

Cause marketing decisions in supply chains: cause effect and marketing effect pp. 1067-1087

Xueqing Cui, Yongjian Li, Xiang Li and Xiaoqiang Cai

The choice of sustainable coproduction technology in a supply chain pp. 1088-1104

Minyue Jin, Baoyong Li, Xiaolan Qiu, Feng Yang and Jiajia Nie

Strategic workforce and project planning for engineering automotive production systems: tackling the transition to electric vehicles pp. 1105-1125

Maximilian Kolter, Martin Grunow, Rainer Kolisch and Thomas Stäblein

Fostering innovation by complementing human competences and emerging technologies: an industry 5.0 perspective pp. 1126-1149

Djerdj Horvat, Angela Jäger and Christian M. Lerch

Equity financing for carbon emission reduction supported by platform retailer: bane or boon for supplier encroachment? pp. 1150-1173

Shuang Ma, Tianyu Zhang, Yu Gong, Peiwu Dong and Xiaofan Wu

End-to-end supply chain resilience management using deep learning, survival analysis, and explainable artificial intelligence pp. 1174-1202

Xingyu Li, Vasiliy Krivtsov, Chaoye Pan, Aydin Nassehi, Robert X. Gao and Dmitry Ivanov

A note on scheduling identical parallel machines with preemptions and setup times pp. 1203-1208

Mourad Boudhar, Alexandre Dolgui, Amina Haned, Abida Kerdali, Sergey Kovalev and Mikhail Y. Kovalyov

Volume 63, issue 2, 2025

Artificial intelligence applications in healthcare supply chain networks under disaster conditions pp. 395-403

Vikas Kumar, Fariba Goodarzian, Peiman Ghasemi, Felix T. S. Chan and Narain Gupta

Optimisation of COVID-19 vaccination process using GIS, machine learning, and the multi-layered transportation model pp. 404-417

Kenan Mengüç, Nezir Aydin and Mesut Ulu

A novel data-driven patient and medical waste queueing-inventory system under pandemic: a real-life case study pp. 418-434

Mohammad Rahiminia, Sareh Shahrabifarahani, Mohammad Alipour-Vaezi, Amir Aghsami and Fariborz Jolai

Artificial intelligence for sense making in survival supply chains pp. 435-458

Ajit Sharma

Sorting radiology departments in a disaster management assessment with G-ARASsort pp. 459-482

Arash Moheimani, Alessio Ishizaka, Seyed Mohammad Hassan Hosseini and Sachin Kumar Mangla

Predicting the length-of-stay of pediatric patients using machine learning algorithms pp. 483-496

Natália Boff Medeiros, Flávio Sanson Fogliatto, Miriam Karla Rocha and Guilherme Luz Tortorella

Collaboration and coordination strategies for a multi-level AI-enabled healthcare supply chain under disaster pp. 497-523

Arnab Adhikari, Raunak Joshi and Sumanta Basu

Novel control strategies and iterative approaches to order various COVID-19 vaccines to prevent shortages and immunisation expansion pp. 524-554

Seyyed-Mahdi Hosseini-Motlagh, Mohammad Reza Ghatreh Samani and Parnian Farokhnejad

Deep reinforcement learning approach for dynamic capacity planning in decentralised regenerative medicine supply chains pp. 555-570

Chin-Yuan Tseng, Junxuan Li, Li-Hsiang Lin, Kan Wang, Chelsea C. White III and Ben Wang

Blood supply chain configuration and optimization under the COVID-19 using benders decomposition based heuristic algorithm pp. 571-593

Omid Abdolazimi, Mir Saman Pishvaee, Mohammad Shafiee, Davood Shishebori, Junfeng Ma and Sarah Entezari

Applying artificial intelligence in healthcare: lessons from the COVID-19 pandemic pp. 594-627

Sreejith Balasubramanian, Vinaya Shukla, Nazrul Islam, Arvind Upadhyay and Linh Duong

Emergency medical supplies scheduling during public health emergencies: algorithm design based on AI techniques pp. 628-650

Huosong Xia, Zelin Sun, Yuan Wang, Justin Zuopeng Zhang, Muhammad Mustafa Kamal, Sajjad M. Jasimuddin and Nazrul Islam

Modeling third-party reverse logistics for healthcare waste recycling in the post-pandemic era pp. 651-686

Meenu Singh, Sunil Kumar Jauhar, Millie Pant and Sanjoy Kumar Paul

Exploring blockchain implementation challenges in the context of healthcare supply chain (HCSC) pp. 687-702

Ozlem Bak, Ashley Braganza and Weifeng Chen

A column generation-based approach for the adaptive stochastic blood donation tailoring problem pp. 703-728

Milad Elyasi, Okan Örsan Özener, İhsan Yanıkoğlu, Ali Ekici and Alexandre Dolgui

AI-enhanced robust method for integrated healthcare resource pre-positioning and patient scheduling pp. 729-757

Yang Liu, Jianghua Zhang and Felix T. S. Chan

A hybrid ANN-MILP model for agile recovery production planning for PPE products under sharp demands pp. 758-778

Reza Babazadeh, Hanieh Taraghi Nazloo and Mehdi A. Kamran

Mitigating healthcare supply chain challenges under disaster conditions: a holistic AI-based analysis of social media data pp. 779-797

Vishwa V. Kumar, Avimanyu Sahoo, Siva K. Balasubramanian and Sampson Gholston

Multidimensional typologies of faulty medical device events: analysis, risk characterisation, and stakeholder mapping pp. 798-821

Mohit Goswami, Felix T. S. Chan, M. Ramkumar, Yash Daultani and Nripendra P. Rana

Application of artificial intelligence for resilient and sustainable healthcare system: systematic literature review and future research directions pp. 822-844

Laxmi Pandit Vishwakarma, Rajesh Kr Singh, Ruchi Mishra and Archana Kumari

Volume 63, issue 1, 2025

Internet of behaviors: conceptual model, practical and theoretical implications for supply chain and operations management pp. 1-8

Alexandre Dolgui and Dmitry Ivanov

A mathematical model and solution algorithms for optimising system-level configurations of reconfigurable single part flow lines pp. 9-25

Hyeon-Il Kim, Ae-Jin Youn and Dong-Ho Lee

Energy-conserving cold chain with ambient temperature, path flexibility, and hybrid fleet: formulation and heuristic approach pp. 26-50

Longlong Leng, Qilin Jin, Ting Chen, Anping Wan and Zheng Wang

Balancing parallel assembly lines with human-robot collaboration: problem definition, mathematical model and tabu search approach pp. 51-85

Zhaofang Mao, Jiaxin Zhang, Yiting Sun, Kan Fang and Dian Huang

Scheduling stochastic distributed flexible job shops using an multi-objective evolutionary algorithm with simulation evaluation pp. 86-103

Yaping Fu, Kaizhou Gao, Ling Wang, Min Huang, Yun-Chia Liang and Hongyu Dong

An improved skip-lot sampling scheme with resampling mechanism using an advanced capability index pp. 104-118

Zih-Huei Wang, Chien-Wei Wu and Pei-Yi Li

A reinforcement learning enhanced memetic algorithm for multi-objective flexible job shop scheduling toward Industry 5.0 pp. 119-147

Xiao Chang, Xiaoliang Jia and Jiahao Ren

Customised product design optimisation considering module synergy effects and expert preferences pp. 148-170

Zhen He, Mengyuan Han and Shuguang He

A MINP model and hybrid heuristic algorithm for railway cold chain service network design problem: a case study of China pp. 171-192

Dandan Li, Mi Gan, Yu Qiao, Qichen Ou and Xiaobo Liu

Artificial intelligent technologies in Japanese manufacturing firms: an empirical survey study pp. 193-219

Wael Hadid, Satoshi Horii and Akinori Yokota

‘There are also unknown unknowns’: a resilience-informed approach for forecasting and monitoring management reserve in projects pp. 220-240

Seyed Ashkan Zarghami

Prediction-based decomposition optimisation for multi-portfolio supply chain resilience strategies under disruption risks pp. 241-262

Yi Yang, Chen Peng, En-Zhi Cao and Wenxuan Zou

Optimisation of process plan generation for reconfigurable manufacturing systems: efficient heuristics and lower bounds pp. 263-285

Abdelkader Mechaacha, Fayçal Belkaid and Nadjib Brahimi

Supply chain fraud prediction with machine learning and artificial intelligence pp. 286-313

Mark E. Lokanan and Vikas Maddhesia

Order sequencing, tote scheduling, and robot routing optimization in multi-tote storage and retrieval autonomous mobile robot systems pp. 314-341

Huiwen Bai, Peng Yang, Zhizhen Qin, Mingyao Qi and Wangqi Xiong

Verification and validation of digital twins: a systematic literature review for manufacturing applications pp. 342-370

Julia Bitencourt, Ana Wooley and Gregory Harris

Roxana ontology: a standard-based knowledge model for the formalisation of adaptive human-based processes in the manufacturing industry pp. 371-394

Manja Mai-Ly Pfaff-Kastner, Tim Wunderlich, Ken Wenzel and Steffen Ihlenfeldt