Smart Evaluation of Green Campus Sustainability Considering Energy Utilization

Hongmei Zhao, Yang Xu, Wei-Chiang Hong, Yi Liang and Dandan Zou
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Hongmei Zhao: Educational Technology and Information Center, HeiLongJiang BaYi Agricultural University, Daqing 163000, China
Yang Xu: School of Economics and Management, Hubei University of Science and Technology, Xianning 437100, China
Wei-Chiang Hong: Department of Information Management, Oriental Institute of Technology, New Taipei 224, Taiwan
Yi Liang: School of Management, Hebei GEO University, Shijiazhuang 050031, China
Dandan Zou: Educational Technology and Information Center, HeiLongJiang BaYi Agricultural University, Daqing 163000, China

Sustainability, 2021, vol. 13, issue 14, 1-21

Abstract: With the change in energy utilization, a fast and accurate evaluation method is of great importance to promote green campus sustainability. In order to improve the feasibility and timeliness of evaluation, an intelligent evaluation model based on dynamic Bayesian inference and adaptive network fuzzy inference system (DBN-ANFIS) is proposed. Firstly, from the perspective of sustainability and considering the changes in energy utilization, a green campus evaluation index system is constructed from four levels: campus resource utilization, campus environment creation, campus usage management, and campus eco-efficiency. On this basis, the parameters of the adaptive network fuzzy inference system (ANFIS) are optimized based on dynamic Bayesian inference (DBN), so as to apply the modified model to the green campus evaluation work of the Spark big data operation platform. Finally, the scientificity of the model proposed in this paper is verified through example analysis, which is conducive to the real-time and effective evaluation of green campus sustainability and provides scientific and rational decision support to improve its management.

Keywords: green campus evaluation; sustainable development; dynamic Bayesian inference; adaptive network fuzzy inference system (search for similar items in EconPapers)
JEL-codes: O13 Q Q0 Q2 Q3 Q5 Q56 (search for similar items in EconPapers)
Date: 2021
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (4)

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