App. Res. of Comp. Accepted Paper
Vol. 41, 2024 No. 6

Coupling optimization of enterprise production operation and energy planning considering multi-source energy supply fluctuation

Dong Jun ,Ye Chunming1
1. School of Management, Henan Institute of Technology, Xinxiang Henan 453003, China
2. Business School, University of Shanghai for Science & Technology, Shanghai 200093, China
DOI: 10.19734/j.issn.1001-3695.2023.10.0442

Abstract

Multi-source energy supply is an effective way to increase the proportion of clean energy and assist manufacturing enterprises in green and low-carbon transformation. However, due to factors such as season and weather, renewable energy output fluctuates, affecting the stability of energy system supply. To address this problem, an uncertain integer programming model was constructed for the coupling optimization of enterprise production operation and energy planning, using interval numbers to describe the uncertain information of energy output. At the same time, a multi-objective hybrid whale swarm algorithm was proposed by designing multiple group fusion strategies and external file update strategies, which effectively utilizes the optimization characteristics of each algorithm to improve overall performance and obtain a better Pareto solution set. Finally, the feasibility and effectiveness of the proposed model and solution method were demonstrated through comparative experiments on algorithm performance and energy strategies. At the same time, the advantages and competitiveness of the algorithm designed in this paper to solve uncertain optimization models and the multi-source energy supply mode can effectively help enterprises achieve energy conservation, emission reduction and sustainable production goals have been verified.

Foundation Support

河南省软科学研究计划项目(232400411101)
河南工学院博士科研启动项目(KQ2106)
河南省高等学校重点科研项目(24A630009)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2023.10.0442
Publish at: Application Research of Computers Accepted Paper, Vol. 41, 2024 No. 6

Publish History

[2023-12-19] Accepted Paper

Cite This Article

董君, 叶春明. 考虑多源供能波动性的企业生产运作与能源计划耦合优化 [J]. 计算机应用研究, 2024, 41 (6). (2024-04-10). https://doi.org/10.19734/j.issn.1001-3695.2023.10.0442. (Dong Jun ,Ye Chunming. Coupling optimization of enterprise production operation and energy planning considering multi-source energy supply fluctuation [J]. Application Research of Computers, 2024, 41 (6). (2024-04-10). https://doi.org/10.19734/j.issn.1001-3695.2023.10.0442. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

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