考虑经济-环境的矿山综合能源系统规划与运行协同优化研究

P. Hu, Yueyi Lei, Xingping Jia, B. Zeng, Dunwei Gong
{"title":"考虑经济-环境的矿山综合能源系统规划与运行协同优化研究","authors":"P. Hu, Yueyi Lei, Xingping Jia, B. Zeng, Dunwei Gong","doi":"10.1109/CEEPE58418.2023.10165835","DOIUrl":null,"url":null,"abstract":"Regional Integrated Energy System (RIES) has been widely studied and applied in recent years for its excellent economy, flexible scheduling, energy conservation and environmental protection. Combined with the characteristics of mine associated energy utilization and occurrence, based on the research framework of RIES and taking the electric-gas-thermal coupling Mine Integrated Energy System(MIES) as the object, a collaborative optimization method of mine integrated energy system planning and operation considering economy and environment is proposed in this paper. Firstly, the topology architecture of mine comprehensive energy system is given considering the associated energy sources such as lack of wind and water gusher. Then, a two-layer planning-operation collaborative optimization model is proposed, with the upper layer being the optimal capacity optimization allocation layer and the lower layer being the optimal operation layer. An improved particle swarm optimization algorithm based on natural selection is proposed to solve the model efficiently. Finally, a mining area in Shanxi, China is selected for example analysis. The simulation results show that the proposed collaborative optimization scheme can effectively improve the economic and environmental benefits of the system, and verify the effectiveness and superiority of the optimization scheme.","PeriodicalId":431552,"journal":{"name":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Study on Collaborative Optimization of Mine Integrated Energy System Planning and Operation Considering Economy-Environment\",\"authors\":\"P. Hu, Yueyi Lei, Xingping Jia, B. Zeng, Dunwei Gong\",\"doi\":\"10.1109/CEEPE58418.2023.10165835\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Regional Integrated Energy System (RIES) has been widely studied and applied in recent years for its excellent economy, flexible scheduling, energy conservation and environmental protection. Combined with the characteristics of mine associated energy utilization and occurrence, based on the research framework of RIES and taking the electric-gas-thermal coupling Mine Integrated Energy System(MIES) as the object, a collaborative optimization method of mine integrated energy system planning and operation considering economy and environment is proposed in this paper. Firstly, the topology architecture of mine comprehensive energy system is given considering the associated energy sources such as lack of wind and water gusher. Then, a two-layer planning-operation collaborative optimization model is proposed, with the upper layer being the optimal capacity optimization allocation layer and the lower layer being the optimal operation layer. An improved particle swarm optimization algorithm based on natural selection is proposed to solve the model efficiently. Finally, a mining area in Shanxi, China is selected for example analysis. The simulation results show that the proposed collaborative optimization scheme can effectively improve the economic and environmental benefits of the system, and verify the effectiveness and superiority of the optimization scheme.\",\"PeriodicalId\":431552,\"journal\":{\"name\":\"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)\",\"volume\":\"54 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-05-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CEEPE58418.2023.10165835\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CEEPE58418.2023.10165835","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

近年来,区域综合能源系统以其经济性、调度灵活、节能环保等优点得到了广泛的研究和应用。结合矿山关联能源利用与赋存特点,基于RIES研究框架,以电-气-热耦合矿山综合能源系统(MIES)为对象,提出了一种考虑经济与环境的矿山综合能源系统规划与运行协同优化方法。首先,考虑缺风、缺水等关联能源,给出了矿井综合能源系统的拓扑结构;然后,提出了两层规划-运营协同优化模型,上层为最优容量优化分配层,下层为最优运营层。提出了一种改进的基于自然选择的粒子群优化算法来有效地求解该模型。最后,以山西某矿区为例进行分析。仿真结果表明,所提出的协同优化方案能有效提高系统的经济效益和环境效益,验证了优化方案的有效性和优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Study on Collaborative Optimization of Mine Integrated Energy System Planning and Operation Considering Economy-Environment
Regional Integrated Energy System (RIES) has been widely studied and applied in recent years for its excellent economy, flexible scheduling, energy conservation and environmental protection. Combined with the characteristics of mine associated energy utilization and occurrence, based on the research framework of RIES and taking the electric-gas-thermal coupling Mine Integrated Energy System(MIES) as the object, a collaborative optimization method of mine integrated energy system planning and operation considering economy and environment is proposed in this paper. Firstly, the topology architecture of mine comprehensive energy system is given considering the associated energy sources such as lack of wind and water gusher. Then, a two-layer planning-operation collaborative optimization model is proposed, with the upper layer being the optimal capacity optimization allocation layer and the lower layer being the optimal operation layer. An improved particle swarm optimization algorithm based on natural selection is proposed to solve the model efficiently. Finally, a mining area in Shanxi, China is selected for example analysis. The simulation results show that the proposed collaborative optimization scheme can effectively improve the economic and environmental benefits of the system, and verify the effectiveness and superiority of the optimization scheme.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Fault Detection Method of Infrared Image for Circulating Pump Motor in Valve Cooling System Based on Improved YOLOv3 High Renewable Penetration Development Planning under System Inertia Constraints A Robust OPF Model with Consideration of Reactive Power and Voltage Magnitude A Numerical Study on Rime Ice Accretion Characteristics for Wind Turbine Blades Research on Optimal Allocation Method of Energy Storage Devices for Coordinated Wind and Solar Power Generation
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1