Economic optimization of microgrids based on peak shaving and CO2 reduction effect: A case study in Japan

被引:31
作者
Zhang, Liting [1 ]
Yang, Yongwen [1 ]
Li, Qifen [1 ]
Gao, Weijun [2 ,3 ]
Qian, Fanyue [4 ]
Song, Lifei [1 ]
机构
[1] Shanghai Univ Elect Power, Energy & Environm Engn Inst, Shanghai 200090, Peoples R China
[2] Qingdao Univ Technol, ISMART, Qingdao 266033, Peoples R China
[3] Univ Kitakyushu, Fac Environm Engn, Kitakyushu, Fukuoka 8080135, Japan
[4] Tongji Univ, Sch Mech & Energy Engn, Shanghai 200092, Peoples R China
关键词
Microgrid; Peak shaving; CO2; emission; PV penetration; Optimal configuration; DISTRIBUTED ENERGY SYSTEM; OPTIMAL OPERATION; STORAGE-SYSTEMS; GENERATION; MANAGEMENT; COMMUNITY; UNCERTAINTIES; PERFORMANCE; LOADS;
D O I
10.1016/j.jclepro.2021.128973
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Microgrids are an attractive way to deal with energy depletion and environmental deterioration as well as grid pressure. However, the energy configurations of microgrids comprising various uncertain and variable resources are significantly sophisticated. Focusing on the peak shaving ability and carbon reduction effect of microgrids, this paper proposes a multi-criteria evaluation method that aims to maximize the comprehensive value of microgrids. To unify these criteria with different perspectives when solving the optimization problem, the peak shaving and emission reduction effects are converted into economies through peak load cost and carbon tax rather than using the weighting method. The results of a case study in Higashida, Japan obviously evidenced the superiority of multi-objective optimization. Although the improvement of the peak shaving ability and emission reduction effect was partially at the expense of system cost benefit, the total cost under multi-criteria was still reduced by 2.13%, which indicates that the balance and optimization of the economic benefit, peak shaving and carbon reduction were realized. The effect of each evaluation criterion on the optimal configuration was analyzed by comparing the optimization results under objective functions with different criteria combinations. High requirements for carbon reduction can promote the development of renewable energy, and peak shaving ability should be ensured by controllable and stable power generators.
引用
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页数:17
相关论文
共 62 条
[51]   Multi-objective optimal operation and energy coupling analysis of combined cooling and heating system [J].
Wei, Dajun ;
Chen, Alian ;
Sun, Bo ;
Zhang, Chenghui .
ENERGY, 2016, 98 :296-307
[52]   Multicriteria comprehensive evaluation framework for industrial park-level distributed energy system considering weights uncertainties [J].
Wen, Qingmei ;
Liu, Gang ;
Wu, Wei ;
Liao, Shengming .
JOURNAL OF CLEANER PRODUCTION, 2021, 282
[53]   The German feed-in tariff revisited - an empirical investigation on its distributional effects [J].
Winter, Simon ;
Schlesewsky, Lisa .
ENERGY POLICY, 2019, 132 :344-356
[54]   Risk assessment of renewable energy-based island microgrid using the HFLTS-cloud model method [J].
Wu, Yunna ;
Hu, Mengyao ;
Liao, Mingjuan ;
Liu, Fangtong ;
Xu, Chuanbo .
JOURNAL OF CLEANER PRODUCTION, 2021, 284
[55]  
Xie C., 2021, J. Clean. Prod., V281
[56]   Community load leveling for energy configuration optimization: Methodology and a case study [J].
Xu, Lei ;
Pan, Yiqun ;
Lin, Meishun ;
Huang, Zhizhong .
SUSTAINABLE CITIES AND SOCIETY, 2017, 35 :94-106
[57]   Carbon footprint in building distributed energy system: An optimization-based feasibility analysis for potential emission reduction [J].
Yan, Yamin ;
Zhang, Haoran ;
Meng, Jing ;
Long, Yin ;
Zhou, Xingyuan ;
Li, Zhuochao ;
Wang, Yufei ;
Liang, Yongtu .
JOURNAL OF CLEANER PRODUCTION, 2019, 239
[58]   Multi-criteria integrated evaluation of distributed energy system for community energy planning based on improved grey incidence approach: A case study in Tianjin [J].
Yang, Kun ;
Ding, Yan ;
Zhu, Neng ;
Yang, Fan ;
Wang, Qiaochu .
APPLIED ENERGY, 2018, 229 :352-363
[59]   Study on the performance of distributed energy systems based on historical loads considering parameter uncertainties for decision making [J].
Zhang, Chong ;
Xue, Xue ;
Du, Qianzhou ;
Luo, Yimo ;
Gang, Wenjie .
ENERGY, 2019, 176 :778-791
[60]   Impacts of Investment Cost, Energy Prices and Carbon Tax on Promoting the Combined Cooling, Heating and Power (CCHP) System of an Amusement Park Resort in Shanghai [J].
Zhang, Liting ;
Gao, Weijun ;
Yang, Yongwen ;
Qian, Fanyue .
ENERGIES, 2020, 13 (16)