Integrated;
Modeling and planning;
Copula;
Cascading extreme weather events;
D O I:
10.1016/j.apenergy.2024.124990
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
Extreme weather events are becoming more intense and frequent globally. It is essential to enhance the resilience of energy system at the planning stage and mitigate negative impacts of these events on system performance by multi-energy integration and design optimization. Therefore, a two-stage integrated energy system planning framework is proposed in this work, which enhances the operational flexibility and resilience under extreme weather conditions. The correlation between floods and storm caused by typhoons is captured by copula models and incorporated into the integrated energy system planning model. The framework is applied to a case study of an industrial park with factory business and residence users. The results indicate that considering cascading extreme weather reduces the total cost and the interruption rate by 2.86 % and 53.71 %, respectively, compared to addressing single extreme weather events. For industrial parks with a high proportion of critical loads, the planning is more conservative, highlighting a reduced need for considering cascading extreme weather.
机构:
Hefei Univ Technol, Anhui Key Lab New Energy Utilizat & Energy Conser, Hefei 230009, Peoples R ChinaHefei Univ Technol, Anhui Key Lab New Energy Utilizat & Energy Conser, Hefei 230009, Peoples R China
Wang, Lei
Shi, Zhongwang
论文数: 0引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Anhui Key Lab New Energy Utilizat & Energy Conser, Hefei 230009, Peoples R ChinaHefei Univ Technol, Anhui Key Lab New Energy Utilizat & Energy Conser, Hefei 230009, Peoples R China
Shi, Zhongwang
Dai, Wei
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Anhui Huangshan Power Supply Co, Huangshan 245000, Peoples R ChinaHefei Univ Technol, Anhui Key Lab New Energy Utilizat & Energy Conser, Hefei 230009, Peoples R China
Dai, Wei
Zhu, Liuzhu
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Anhui Elect Power Co Ltd, Econ & Tech Res Inst, Hefei 230022, Peoples R ChinaHefei Univ Technol, Anhui Key Lab New Energy Utilizat & Energy Conser, Hefei 230009, Peoples R China
Zhu, Liuzhu
Wang, Xuli
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Anhui Elect Power Co Ltd, Econ & Tech Res Inst, Hefei 230022, Peoples R ChinaHefei Univ Technol, Anhui Key Lab New Energy Utilizat & Energy Conser, Hefei 230009, Peoples R China
Wang, Xuli
Cong, Hao
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Anhui Elect Power Co Ltd, Econ & Tech Res Inst, Hefei 230022, Peoples R ChinaHefei Univ Technol, Anhui Key Lab New Energy Utilizat & Energy Conser, Hefei 230009, Peoples R China
Cong, Hao
Shi, Tiancheng
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Anhui Elect Power Co Ltd, Econ & Tech Res Inst, Hefei 230022, Peoples R ChinaHefei Univ Technol, Anhui Key Lab New Energy Utilizat & Energy Conser, Hefei 230009, Peoples R China
Shi, Tiancheng
Liu, Qian
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Anhui Elect Power Co Ltd, Econ & Tech Res Inst, Hefei 230022, Peoples R ChinaHefei Univ Technol, Anhui Key Lab New Energy Utilizat & Energy Conser, Hefei 230009, Peoples R China
机构:
Univ Regina, Fac Engn, Ctr Energy & Environm Studies, Regina, SK S4S 0A2, CanadaUniv Regina, Fac Engn, Ctr Energy & Environm Studies, Regina, SK S4S 0A2, Canada
Lin, Q. G.
Huang, G. H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Regina, Fac Engn, Ctr Energy & Environm Studies, Regina, SK S4S 0A2, Canada
Beijing Normal Univ, Chinese Res Acad Environm Sci, Beijing 100012, Peoples R ChinaUniv Regina, Fac Engn, Ctr Energy & Environm Studies, Regina, SK S4S 0A2, Canada
Huang, G. H.
Bass, B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Inst Environm Studies, Toronto, ON M5S 3E8, CanadaUniv Regina, Fac Engn, Ctr Energy & Environm Studies, Regina, SK S4S 0A2, Canada
Bass, B.
Qin, X. S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Regina, Fac Engn, Ctr Energy & Environm Studies, Regina, SK S4S 0A2, CanadaUniv Regina, Fac Engn, Ctr Energy & Environm Studies, Regina, SK S4S 0A2, Canada
机构:
State Grid Integrated Energy Serv Grp Co Ltd, Beijing 100053, Peoples R ChinaState Grid Integrated Energy Serv Grp Co Ltd, Beijing 100053, Peoples R China
Li, Na
Zheng, Boyuan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol Beijing, Sch Energy & Environm Engn, Beijing 100083, Haidian, Peoples R ChinaState Grid Integrated Energy Serv Grp Co Ltd, Beijing 100053, Peoples R China
Zheng, Boyuan
Wang, Guanxiong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol Beijing, Sch Energy & Environm Engn, Beijing 100083, Haidian, Peoples R ChinaState Grid Integrated Energy Serv Grp Co Ltd, Beijing 100053, Peoples R China
Wang, Guanxiong
Liu, Wenjie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol Beijing, Sch Energy & Environm Engn, Beijing 100083, Haidian, Peoples R ChinaState Grid Integrated Energy Serv Grp Co Ltd, Beijing 100053, Peoples R China
Liu, Wenjie
Guo, Dongxu
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Integrated Energy Serv Grp Co Ltd, Beijing 100053, Peoples R ChinaState Grid Integrated Energy Serv Grp Co Ltd, Beijing 100053, Peoples R China
Guo, Dongxu
Zou, Linna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol Beijing, Sch Energy & Environm Engn, Beijing 100083, Haidian, Peoples R ChinaState Grid Integrated Energy Serv Grp Co Ltd, Beijing 100053, Peoples R China
Zou, Linna
Pan, Chongchao
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol Beijing, Sch Energy & Environm Engn, Beijing 100083, Haidian, Peoples R ChinaState Grid Integrated Energy Serv Grp Co Ltd, Beijing 100053, Peoples R China
机构:
Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
Li, Y. P.
Huang, G. H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Regina, Fac Engn, Environm Syst Engn Program, Regina, SK S4S 0A2, Canada
N China Elect Power Univ, Chinese Res Acad Environm Sci, Beijing 100012, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
机构:N China Elect Power Univ, Sino Canada Ctr Energy & Environm Res, Beijing 102206, Peoples R China
Li, Y. P.
Huang, G. H.
论文数: 0引用数: 0
h-index: 0
机构:
N China Elect Power Univ, Sino Canada Ctr Energy & Environm Res, Beijing 102206, Peoples R ChinaN China Elect Power Univ, Sino Canada Ctr Energy & Environm Res, Beijing 102206, Peoples R China
Huang, G. H.
Nie, S. L.
论文数: 0引用数: 0
h-index: 0
机构:N China Elect Power Univ, Sino Canada Ctr Energy & Environm Res, Beijing 102206, Peoples R China
Nie, S. L.
Nie, X. H.
论文数: 0引用数: 0
h-index: 0
机构:N China Elect Power Univ, Sino Canada Ctr Energy & Environm Res, Beijing 102206, Peoples R China
Nie, X. H.
Maqsood, I.
论文数: 0引用数: 0
h-index: 0
机构:N China Elect Power Univ, Sino Canada Ctr Energy & Environm Res, Beijing 102206, Peoples R China
机构:
Hohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Jiangsu, Peoples R China
North China Univ Water Resources & Elect Power, Coll Elect Engn, Zhengzhou 450003, Peoples R ChinaHohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Jiangsu, Peoples R China
Liu, Tongchui
Pan, Wenxia
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Jiangsu, Peoples R ChinaHohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Jiangsu, Peoples R China
Pan, Wenxia
Zhu, Zhu
论文数: 0引用数: 0
h-index: 0
机构:
Tongling Univ, Elect Engn Coll, Tongling 244000, Peoples R ChinaHohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Jiangsu, Peoples R China
Zhu, Zhu
Liu, Mingyang
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Henan Elect Power Res Inst, Zhengzhou 450052, Henan, Peoples R ChinaHohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Jiangsu, Peoples R China