Data driven eco-efficiency evaluation and optimization in industrial production

被引：56
|
作者：
Liu, Conghu [1 ,2 ]
Gao, Mengdi [1 ]
Zhu, Guang [1 ]
Zhang, Cuixia [1 ]
Zhang, Pan [3 ]
Chen, Jianqing [4 ]
Cai, Wei [5 ]
机构：
[1] Suzhou Univ, Sch Mech & Elect Engn, Suzhou 234000, Peoples R China
[2] Shanghai Jiao Tong Univ, Sino US Global Logist Inst, Shanghai 200030, Peoples R China
[3] China Business Execut Acad, Dalian 116086, Peoples R China
[4] Huzhou Univ, Sch Engn, Huzhou 313000, Peoples R China
[5] Southwest Univ, Coll Engn & Technol, Chongqing 400715, Peoples R China
来源：
ENERGY | 2021年 / 224卷
关键词：
Eco-efficiency; Industrial production; Data driven; Emergy; Sustainability; SUSTAINABILITY EVALUATION; EMERGY; ENERGY; IMPROVEMENT; SYSTEMS; INDEX; MFCA;
D O I：
10.1016/j.energy.2021.120170
中图分类号：
O414.1 [热力学];
学科分类号：
摘要：
To improve the ecological efficiency (eco-efficiency) of industrial production and promote its sustainable development, we present a data-driven method for evaluating and optimizing the eco-efficiency of industrial production system. The data of industrial production system are collected and processed in a unified dimension from the perspective of emergy, then the eco-efficiency evaluation model of industrial production system is constructed to realize the quantitative evaluation, the correlation between various factors and eco-efficiency is analysed, and a date driven eco-efficiency optimization decision is built to improve eco-efficiency and production benefits in industrial production. In the application to an example in a manufacturing enterprise, the method identifies opportunity for reducing resource consumption by 8.3% and waste discharge by 6.7%, enhancing the eco-efficiency by 13.8% and production benefit by 8.1%. This paper provides theoretical and methodological support for the evaluation and optimization of ecoefficiency of industrial production system, and also provides theoretical basis for the sustainable development of industrial production. (c) 2021 Elsevier Ltd. All rights reserved.
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页数：11
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