Applied Energy

1975 - 2025

Current editor(s): J. Yan

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2018, volume 212, articles C

Injection strategies for reducing smoke and improving the performance of a butanol-diesel common rail dual fuel engine pp. 1-12

Jaykumar Yadav and A. Ramesh

Comprehensive study of key operating parameters on combustion characteristics of butanol-gasoline blends in a high speed SI engine pp. 13-32

Kaimin Liu, Yangtao Li, Jing Yang, Banglin Deng, Renhua Feng and Yanjun Huang

Assessing compressibility effects on the performance of large horizontal-axis wind turbines pp. 33-45

Chi Yan and Cristina L. Archer

A study of the relationships between coal structures and combustion characteristics: The insights from micro-Raman spectroscopy based on 32 kinds of Chinese coals pp. 46-56

Jun Xu, Hao Tang, Sheng Su, Jiawei Liu, Kai Xu, Kun Qian, Yi Wang, Yingbiao Zhou, Song Hu, Anchao Zhang and Jun Xiang

Large-scale liquid hydrogen production methods and approaches: A review pp. 57-83

Majid Aasadnia and Mehdi Mehrpooya

Techno-economic role of PV tracking technology in a hybrid PV-hydroelectric standalone power system pp. 84-108

Masoume Shabani and Javad Mahmoudimehr

A systematic comparison of different S-CO2 Brayton cycle layouts based on multi-objective optimization for applications in solar power tower plants pp. 109-121

Kun Wang, Ming-Jia Li, Jia-Qi Guo, Peiwen Li and Zhan-Bin Liu

Optimization of V-Trough photovoltaic concentrators through genetic algorithms with heuristics based on Weibull distributions pp. 122-140

Andrés Arias-Rosales and Ricardo Mejía-Gutiérrez

The cost of electric power outages in the residential sector: A willingness to pay approach pp. 141-150

Karyn Morrissey, Andrew Plater and Mary Dean

Influence of PCM design parameters on thermal and optical performance of multi-layer glazed roof pp. 151-161

Changyu Liu, Yangyang Wu, Ji Bian, Dong Li and Xiaoyan Liu

Density of carbon dioxide with impurities by Coriolis flow meter, oscillation-type densitometer and equations of state pp. 162-174

Mahmoud Nazeri, M. Mercedes Maroto-Valer and Edward Jukes

The effects of internal leakage on the performance of a micro gas turbine pp. 175-184

Min Jae Kim, Jeong Ho Kim and Tong Seop Kim

Coordination and payment mechanisms for electric vehicle aggregators pp. 185-195

Alvaro Perez-Diaz, Enrico Gerding and Frank McGroarty

Optimal operation of fuel cell/wind turbine hybrid power system under turbulent wind and variable load pp. 196-209

Nicu Bizon

An investigation on utilization of biogas and syngas produced from biomass waste in premixed spark ignition engine pp. 210-222

Xiang Kan, Dezhi Zhou, Wenming Yang, Xiaoqiang Zhai and Chi-Hwa Wang

A generic framework for power system flexibility analysis using cooperative game theory pp. 223-232

Martin Kristiansen, Magnus Korpås and Harald G. Svendsen

An impact-based broadband aeroelastic energy harvester for concurrent wind and base vibration energy harvesting pp. 233-243

Liya Zhao and Yaowen Yang

Anticipating electricity prices for future needs – Implications for liberalised retail markets pp. 244-264

Tian Sheng Allan Loi and Jia Le Ng

Improving the representation of modal choice into bottom-up optimization energy system models – The MoCho-TIMES model pp. 265-282

Jacopo Tattini, Kalai Ramea, Maurizio Gargiulo, Christopher Yang, Eamonn Mulholland, Sonia Yeh and Kenneth Karlsson

Network pricing for customer-operated energy storage in distribution networks pp. 283-292

Xiaohe Yan, Chenghong Gu, Furong Li and Yue Xiang

Transient response of a thermoelectric generator to load steps under constant heat flux pp. 293-303

Marcos Compadre Torrecilla, Andrea Montecucco, Jonathan Siviter, Andrew Strain and Andrew R. Knox

CFD analysis of energy harvesting from flow induced vibration of a circular cylinder with an attached free-to-rotate pentagram impeller pp. 304-321

Hongjun Zhu, Ying Zhao and Tongming Zhou

An investigation of multiple spark discharge using multi-coil ignition system for improving thermal efficiency of lean SI engine operation pp. 322-332

Dongwon Jung and Norimasa Iida

Metallic bipolar plate with a multi-hole structure in the rib regions for polymer electrolyte membrane fuel cells pp. 333-339

Kyung Don Baik and Il Sung Seo

Microgrid clustering architectures pp. 340-361

Eduard Bullich-Massagué, Francisco Díaz-González, Mònica Aragüés-Peñalba, Francesc Girbau-Llistuella, Pol Olivella-Rosell and Andreas Sumper

Micro electrostatic energy harvester with both broad bandwidth and high normalized power density pp. 362-371

Yulong Zhang, Tianyang Wang, Anxin Luo, Yushen Hu, Xinxin Li and Fei Wang

Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks pp. 372-385

Aowabin Rahman, Vivek Srikumar and Amanda D. Smith

The future role of Power-to-Gas in the energy transition: Regional and local techno-economic analyses in Baden-Württemberg pp. 386-400

R.C. McKenna, Q. Bchini, J.M. Weinand, J. Michaelis, S. König, W. Köppel and W. Fichtner

Mathematical modeling and performance evaluation of a desiccant coated fin-tube heat exchanger pp. 401-415

Mrinal Jagirdar and Poh Seng Lee

Performance-based validation of climatic zoning for building energy efficiency applications pp. 416-427

Angélica Walsh, Daniel Cóstola and Lucila Chebel Labaki

A methodology for performance robustness assessment of low-energy buildings using scenario analysis pp. 428-442

Rajesh Kotireddy, Pieter-Jan Hoes and Jan L.M. Hensen

Security of supply in a carbon-free electric power system: The case of Iceland pp. 443-454

Pablo Duenas, Andres Ramos, Karen Tapia-Ahumada, Luis Olmos, Michel Rivier and Jose-Ignacio Pérez-Arriaga

Composite phase change materials with good reversible thermochromic ability in delignified wood substrate for thermal energy storage pp. 455-464

Haiyue Yang, Yazhou Wang, Qianqian Yu, Guoliang Cao, Rue Yang, Jiaona Ke, Xin Di, Feng Liu, Wenbo Zhang and Chengyu Wang

Study on the configuration of bottom cycle in natural gas combined cycle power plants integrated with oxy-fuel combustion pp. 465-477

Yanlei Xiang, Lei Cai, Yanwen Guan, Wenbin Liu, Yixiao Han and Ying Liang

Exploration of the material property space for chemical looping air separation applied to carbon capture and storage pp. 478-488

R.H. Görke, Wuyang Hu, M.T. Dunstan, J.S. Dennis and S.A. Scott

Community energy storage: A smart choice for the smart grid? pp. 489-497

Edward Barbour, David Parra, Zeyad Awwad and Marta C. González

Optimal sizing of flexible nuclear hybrid energy system components considering wind volatility pp. 498-508

T.E. Baker, A.S. Epiney, C. Rabiti and E. Shittu

Microbial electrolysis treatment of post-hydrothermal liquefaction wastewater with hydrogen generation pp. 509-515

Ruixia Shen, Yong Jiang, Zheng Ge, Jianwen Lu, Yuanhui Zhang, Zhidan Liu and Zhiyong Jason Ren

Experimental investigation and thermodynamic modeling of an innovative molten salt for thermal energy storage (TES) pp. 516-526

Xiang Li, Shuang Wu, Yang Wang and Leidong Xie

A strategic analysis of tidal current energy conversion systems in the European Union pp. 527-551

E. Segura, R. Morales and J.A. Somolinos

Thermal performance of co-electrospun fatty acid nanofiber composites in the presence of nanoparticles pp. 552-564

Seyyed Iman Golestaneh, Gholamreza Karimi, Aziz Babapoor and Farshid Torabi

Building-group-level performance evaluations of net zero energy buildings with non-collaborative controls pp. 565-576

Yongjun Sun, Gongsheng Huang, Xinhua Xu and Alvin Chi-Keung Lai

Selecting HVAC systems to achieve comfortable and cost-effective residential net-zero energy buildings pp. 577-591

Wei Wu, Harrison M. Skye and Piotr A. Domanski

Thermodynamic modeling of solarized microturbine for combined heat and power applications pp. 592-606

James Nelson, Nathan G. Johnson, Pinchas Doron and Ellen B. Stechel

First time real time incentive demand response program in smart grid with “i-Energy” management system with different resources pp. 607-621

M.M. Eissa

Energy economic evaluation of process heat supply by solar tower and high temperature reactor based on the ammonia production process pp. 622-639

Sarah Schröders and Hans-Josef Allelein

Sizing of hybrid energy storage system for a PV based microgrid through design space approach pp. 640-653

Ammu Susanna Jacob, Rangan Banerjee and Prakash C. Ghosh

Iterative multi-task learning for time-series modeling of solar panel PV outputs pp. 654-662

Tahasin Shireen, Chenhui Shao, Hui Wang, Jingjing Li, Xi Zhang and Mingyang Li

Resource implications of alternative strategies for achieving zero greenhouse gas emissions from light-duty vehicles by 2060 pp. 663-679

L.D. Danny Harvey

Optimising tidal range power plant operation pp. 680-690

Athanasios Angeloudis, Stephan C. Kramer, Alexandros Avdis and Matthew D. Piggott

Does climate influence energy demand? A regional analysis pp. 691-703

Saleem Shaik and Osei-Agyeman Yeboah

Sustainable silicon photovoltaics manufacturing in a global market: A techno-economic, tariff and transportation framework pp. 704-719

Sergio Castellanos, José E. Santibañez-Aguilar, Benjamin B. Shapiro, Douglas M. Powell, Ian M. Peters, Tonio Buonassisi, Daniel M. Kammen and Antonio Flores-Tlacuahuac

Corrigendum to “Optimal design of multi-energy systems with seasonal storage” [Appl. Energy (2017)] pp. 720-720

Paolo Gabrielli, Matteo Gazzani, Emanuele Martelli and Marco Mazzotti

A heuristic multi-objective multi-criteria demand response planning in a system with high penetration of wind power generators pp. 721-732

Neda Hajibandeh, Miadreza Shafie-khah, Gerardo J. Osório, Jamshid Aghaei and João P.S. Catalão

Development of a fiber daylighting system based on a small scale linear Fresnel reflector: Theoretical elements pp. 733-745

A. Barbón, J.A. Sánchez-Rodríguez, L. Bayón and N. Barbón

Use of weather forecast for increasing the self-consumption rate of home solar systems: An Italian case study pp. 746-758

Mario Petrollese, Giorgio Cau and Daniele Cocco

Production of syngas from H2O/CO2 by high-pressure coelectrolysis in tubular solid oxide cells pp. 759-770

Muhammad Taqi Mehran, Seong-Bin Yu, Dong-Young Lee, Jong-Eun Hong, Seung-Bok Lee, Seok-Joo Park, Rak-Hyun Song and Tak-Hyoung Lim

A conditional model of wind power forecast errors and its application in scenario generation pp. 771-785

Zhiwen Wang, Chen Shen and Feng Liu

Co-combustion thermal conversion characteristics of textile dyeing sludge and pomelo peel using TGA and artificial neural networks pp. 786-795

Candie Xie, Jingyong Liu, Xiaochun Zhang, Wuming Xie, Jian Sun, Kenlin Chang, Jiahong Kuo, Wenhao Xie, Chao Liu, Shuiyu Sun, Musa Buyukada and Fatih Evrendilek

Internal resistance and polarization dynamics of lithium-ion batteries upon internal shorting pp. 796-808

Daniel J. Noelle, Meng Wang, Anh V. Le, Yang Shi and Yu Qiao

Enhanced solar thermal conversion and thermal conduction of MWCNT-SiO2/Ag binary nanofluids pp. 809-819

Jia Zeng and Yimin Xuan

Cooperation in manure-based biogas production networks: An agent-based modeling approach pp. 820-833

Devrim Murat Yazan, Luca Fraccascia, Martijn Mes and Henk Zijm

Planning regional-scale electric power systems under uncertainty: A case study of Jing-Jin-Ji region, China pp. 834-849

L. Yu, Y.P. Li, G.H. Huang, Y.R. Fan and S. Yin

An extended energy hub approach for load flow analysis of highly coupled district energy networks: Illustration with electricity and heating pp. 850-867

Getnet Tadesse Ayele, Pierrick Haurant, Björn Laumert and Bruno Lacarrière

Melting performance enhancement of phase change material by a limited amount of metal foam: Configurational optimization and economic assessment pp. 868-880

Yang Xu, Ming-Jia Li, Zhang-Jing Zheng and Xiao-Dai Xue

A social cost benefit analysis of grid-scale electrical energy storage projects: A case study pp. 881-894

Arjan S. Sidhu, Michael Pollitt and Karim Anaya

Integrated photovoltaic and battery energy storage (PV-BES) systems: An analysis of existing financial incentive policies in the US pp. 895-908

Jian Zhang, Heejin Cho, Rogelio Luck and Pedro J. Mago

A numerical study on the chemical kinetics process during auto-ignition of n-heptane in a direct injection compression ignition engine pp. 909-918

Yu Li, Hailin Li, Hongsheng Guo, Hu Wang and Mingfa Yao

Control development and performance evaluation for battery/flywheel hybrid energy storage solutions to mitigate load fluctuations in all-electric ship propulsion systems pp. 919-930

Jun Hou, Jing Sun and Heath Hofmann

Improvement of H2-rich gas production with tar abatement from pine wood conversion over bi-functional Ca2Fe2O5 catalyst: Investigation of inner-looping redox reaction and promoting mechanisms pp. 931-943

Zhao Sun, Shiyi Chen, Christopher K. Russell, Jun Hu, Asif H. Rony, Gang Tan, Aimin Chen, Lunbo Duan, John Boman, Jinke Tang, TeYu Chien, Maohong Fan and Wenguo Xiang

The high efficient synthesis of natural gas from a joint-feedstock of coke-oven gas and pulverized coke via a chemical looping combustion scheme pp. 944-954

Dong Xiang, Tong Jin, Xinru Lei, Shuai Liu, Yong Jiang, Zhongbing Dong, Quanbao Tao and Yan Cao

Synthesis gas production from microalgae gasification in the presence of Fe2O3 oxygen carrier and CaO additive pp. 955-965

Guicai Liu, Yanfen Liao, Yuting Wu and Xiaoqian Ma

Design, simulation and experiment of a novel high efficiency energy harvesting paver pp. 966-975

Mingyi Liu, Rui Lin, Shengxi Zhou, Yilun Yu, Aki Ishida, Margarita McGrath, Brook Kennedy, Muhammad Hajj and Lei Zuo

Energy efficiency of PCM integrated in fresh air cooling systems in different climatic conditions pp. 976-996

Octavian G. Pop, Lucian Fechete Tutunaru, Florin Bode, Ancuţa C. Abrudan and Mugur C. Balan

Robust ensemble learning framework for day-ahead forecasting of household based energy consumption pp. 997-1012

Mohammad H. Alobaidi, Fateh Chebana and Mohamed A. Meguid

The environmental and cost performance of current and future motorcycles pp. 1013-1024

Brian L. Cox and Christopher L. Mutel

Effects of porous media insert on the efficiency and power density of a high pressure (210 bar) liquid piston air compressor/expander – An experimental study pp. 1025-1037

Jacob Wieberdink, Perry Y. Li, Terrence W. Simon and James D. Van de Ven

Techno-economic evaluation of various RO+PRO and RO+FO integrated processes pp. 1038-1050

Chun Feng Wan and Tai-Shung Chung

Transient thermo-mechanical analysis of steam generators for solar tower plants pp. 1051-1068

P.A. González-Gómez, J. Gómez-Hernández, J.V. Briongos and D. Santana

Hidden factors and handling strategies on virtual in-situ sensor calibration in building energy systems: Prior information and cancellation effect pp. 1069-1082

Sungmin Yoon and Yuebin Yu

Energy harvesting technologies in roadway and bridge for different applications – A comprehensive review pp. 1083-1094

Hao Wang, Abbas Jasim and Xiaodan Chen

Performance comparison of latent heat storage systems comprising plate fins with different shell and tube configurations pp. 1095-1106

Soheila Riahi, Wasim Y. Saman, Frank Bruno, Martin Belusko and N.H.S. Tay

Optimization of blade pitch in H-rotor vertical axis wind turbines through computational fluid dynamics simulations pp. 1107-1125

Chao Li, Yiqing Xiao, You-lin Xu, Yi-xin Peng, Gang Hu and Songye Zhu

Association of direct normal irradiance with El Niño Southern Oscillation and its consequence on concentrated solar power production in the US Southwest pp. 1126-1137

Kasra Mohammadi and Navid Goudarzi

Hydraulic damping mechanism of low frequency oscillations in power systems: Quantitative analysis using a nonlinear model of hydropower plants pp. 1138-1152

Weijia Yang, Per Norrlund, Johan Bladh, Jiandong Yang and Urban Lundin

A temperature threshold evaluation for thermocline energy storage in concentrated solar power plants pp. 1153-1164

T. Fasquelle, Q. Falcoz, P. Neveu and J.-F. Hoffmann

Characterization of microencapsulated and impregnated porous host materials based on calcium chloride for thermochemical energy storage pp. 1165-1177

M. Gaeini, A.L. Rouws, J.W.O. Salari, H.A. Zondag and C.C.M. Rindt

A single particle model with chemical/mechanical degradation physics for lithium ion battery State of Health (SOH) estimation pp. 1178-1190

J. Li, K. Adewuyi, N. Lotfi, R.G. Landers and J. Park

Techno-economic analysis of biogas upgrading via amine scrubber, carbon capture and ex-situ methanation pp. 1191-1202

Truc T.Q. Vo, David M. Wall, Denis Ring, Karthik Rajendran and Jerry D. Murphy

Generic superstructure synthesis of organic Rankine cycles for waste heat recovery in industrial processes pp. 1203-1225

Maziar Kermani, Anna S. Wallerand, Ivan D. Kantor and François Maréchal

Roadway to self-healing highways with integrated wireless electric vehicle charging and sustainable energy harvesting technologies pp. 1226-1239

Prasanth Venugopal, Aditya Shekhar, Erwin Visser, Natalia Scheele, Gautham Ram Chandra Mouli, Pavol Bauer and Sacha Silvester

Thermal energy storage for CSP hybrid gas turbine systems: Dynamic modelling and experimental validation pp. 1240-1251

Mariam Mahmood, Alberto Traverso, Alberto Nicola Traverso, Aristide F. Massardo, Davide Marsano and Carlo Cravero

External load resistance effect on the free piston expander-linear generator for organic Rankine cycle waste heat recovery system pp. 1252-1261

Xiaochen Hou, Hongguang Zhang, Yonghong Xu, Fei Yu, Tenglong Zhao, Yaming Tian, Yuxin Yang and Rui Zhao

Charge-sensitive modelling of organic Rankine cycle power systems for off-design performance simulation pp. 1262-1281

Rémi Dickes, Olivier Dumont, Ludovic Guillaume, Sylvain Quoilin and Vincent Lemort

Modeling of quality of life in terms of energy and electricity consumption pp. 1282-1294

Reza Nadimi and Koji Tokimatsu

Improving operational flexibility by regulating extraction steam of high-pressure heaters on a 660 MW supercritical coal-fired power plant: A dynamic simulation pp. 1295-1309

Yongliang Zhao, Chaoyang Wang, Ming Liu, Daotong Chong and Junjie Yan

Design and demonstration of a high temperature solar-heated rotary tube reactor for continuous particles calcination pp. 1310-1320

Stéphane Abanades and Laurie André

Comprehensive analysis of galvanostatic charge method for fuel cell degradation diagnosis pp. 1321-1332

Zunyan Hu, Liangfei Xu, Yiyuan Huang, Jianqiu Li, Minggao Ouyang, Xiaoli Du and Hongliang Jiang

Quantitative modelling of why and how homeowners decide to renovate energy efficiently pp. 1333-1344

C. Wilson, H. Pettifor and George Chryssochoidis

Model-based performance diagnostics of heavy-duty gas turbines using compressor map adaptation pp. 1345-1359

Do Won Kang and Tong Seop Kim

Resource adequacy risks to the bulk power system in North America pp. 1360-1376

Sinnott Murphy, Jay Apt, John Moura and Fallaw Sowell

Assessing the 2014 retroactive regulatory framework applied to the concentrating solar power systems in Spain pp. 1377-1399

Jordi de la Hoz, Helena Martín, Montserrat Montalà, José Matas and Ramon Guzman

Combustion characteristics of straw stored with CaCO3 in bubbling fluidized bed using quartz and olivine as bed materials pp. 1400-1408

Marjan Bozaghian, Anders Rebbling, Sylvia H. Larsson, Mikael Thyrel, Shaojun Xiong and Nils Skoglund

A new heat transfer model of phase change material based on energy asymmetry pp. 1409-1416

Xing Jin, Huoyan Hu, Xing Shi, Xin Zhou, Liu Yang, Yonggao Yin and Xiaosong Zhang

Storage system for distributed-energy generation using liquid air combined with liquefied natural gas pp. 1417-1432

Juwon Kim, Yeelyong Noh and Daejun Chang

Synergy potential for oil and geothermal energy exploitation pp. 1433-1447

Zaman Ziabakhsh-Ganji, Hamidreza M. Nick, Marinus E. Donselaar and David F. Bruhn

Multifunctional smart concretes with novel phase change materials: Mechanical and thermo-energy investigation pp. 1448-1461

Antonella D'Alessandro, Anna Laura Pisello, Claudia Fabiani, Filippo Ubertini, Luisa F. Cabeza and Franco Cotana

Interactive game vector: A stochastic operation-based pricing mechanism for smart energy systems with coupled-microgrids pp. 1462-1475

Tianguang Lu, Qian Ai and Zhaoyu Wang

Investigation of a gas-fuelled water heater based on combined power and heat pump cycles pp. 1476-1488

Youcai Liang, Mohammed Al-Tameemi and Zhibin Yu

Characterization and reactivity of soot from fast pyrolysis of lignocellulosic compounds and monolignols pp. 1489-1500

Anna Trubetskaya, Avery Brown, Geoffrey A. Tompsett, Michael T. Timko, Jens Kling, Markus Broström, Mogens Larsen Andersen and Kentaro Umeki

Demonstration of thermal borehole enlargement to facilitate controlled reservoir engineering for deep geothermal, oil or gas systems pp. 1501-1509

Michael A. Kant, Edoardo Rossi, Jonas Duss, Florian Amann, Martin O. Saar and Philipp Rudolf von Rohr

Integrated life cycle assessment and thermodynamic simulation of a public building’s envelope renovation: Conventional vs. Passivhaus proposal pp. 1510-1521

Jorge Sierra-Pérez, Beatriz Rodríguez-Soria, Jesús Boschmonart-Rives and Xavier Gabarrell

A comparative study of model-based capacity estimation algorithms in dual estimation frameworks for lithium-ion batteries under an accelerated aging test pp. 1522-1536

Shi Li, Stefan Pischinger, Chaoyi He, Liliuyuan Liang and Michael Stapelbroek

Renewable process heat from solar thermal and photovoltaics: The development and application of a universal methodology to determine the more economical technology pp. 1537-1552

Steven Meyers, Bastian Schmitt and Klaus Vajen

Driving forces of CO2 emissions and mitigation strategies of China’s National low carbon pilot industrial parks pp. 1553-1562

Xiang Yu, Hongbo Chen, Bo Wang, Ran Wang and Yuli Shan

Productivity and energy efficiency assessment of existing industrial gases facilities via data envelopment analysis and the Malmquist index pp. 1563-1577

David Fernández, Carlos Pozo, Rubén Folgado, Laureano Jiménez and Gonzalo Guillén-Gosálbez

Teaching–learning–based artificial bee colony for solar photovoltaic parameter estimation pp. 1578-1588

Xu Chen, Bin Xu, Congli Mei, Yuhan Ding and Kangji Li

Online state-of-health estimation for lithium-ion batteries using constant-voltage charging current analysis pp. 1589-1600

Jufeng Yang, Bing Xia, Wenxin Huang, Yuhong Fu and Chris Mi

Optimization and performance of bifacial solar modules: A global perspective pp. 1601-1610

Xingshu Sun, Mohammad Ryyan Khan, Chris Deline and Muhammad Ashraful Alam

Power-to-heat for renewable energy integration: A review of technologies, modeling approaches, and flexibility potentials pp. 1611-1626

Andreas Bloess, Wolf-Peter Schill and Alexander Zerrahn

Simultaneous optimization of topology, control and size for multi-mode hybrid tracked vehicles pp. 1627-1641

Zhaobo Qin, Yugong Luo, Weichao Zhuang, Ziheng Pan, Keqiang Li and Huei Peng