共 56 条
Hyperfine optimal dispatch for integrated energy microgrid considering uncertainty
被引:20
作者:

Bo, Yaolong
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China

Xia, Yanghong
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China

Wei, Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China

Li, Zichen
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China

Zhao, Bo
论文数: 0 引用数: 0
h-index: 0
机构:
State Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China

Lv, Zeyan
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Dev & Planning Inst, Hangzhou 310000, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
机构:
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
[2] State Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Peoples R China
[3] Zhejiang Dev & Planning Inst, Hangzhou 310000, Peoples R China
来源:
基金:
国家重点研发计划;
中国国家自然科学基金;
关键词:
Integrated energy microgrid;
Hyperfine optimal dispatch;
Distributionally robust optimization;
McCormick;
Parallel computation;
ROBUST OPTIMIZATION;
PHOTOVOLTAIC POWER;
NATURAL-GAS;
OPERATION;
MANAGEMENT;
SYSTEM;
IMPACT;
TECHNOLOGY;
SECURITY;
D O I:
10.1016/j.apenergy.2023.120637
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:
Different from the traditional microgrid, the optimal dispatch of integrated energy microgrid (IEM) may face the problems of infeasibility, non-convexity and quantification of uncertainties. To fill this gap, this paper presents the hyperfine optimal dispatch methodology for IEM considering uncertainties. The proposed method not only reveals the impact of time resolution for integrated energy optimal dispatch, but also solves the uncertainty of photovoltaic (PV) power prediction error based on distributionally robust optimization (DRO). To cape with the complexity and non-convexity of the proposed model, a piecewise McCormick algorithm with parallel compu-tation is constructed. The case studies are performed to demonstrate the benefits of the proposed optimal dispatch in terms of operation economics, model feasibility, optimization computation time and robustness.
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页数:14
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- [1] Hybrid renewable energy system for sustainable residential buildings based on Solar Dish Stirling and wind Turbine with hydrogen production[J]. ENERGY CONVERSION AND MANAGEMENT, 2022, 270Allouhi, H.论文数: 0 引用数: 0 h-index: 0机构: USMBA, Ecole Super Technol Fes, Route Imouzzer,BP 242, Fes, Morocco USMBA, Ecole Super Technol Fes, Route Imouzzer,BP 242, Fes, MoroccoAllouhi, A.论文数: 0 引用数: 0 h-index: 0机构: USMBA, Ecole Super Technol Fes, Route Imouzzer,BP 242, Fes, Morocco USMBA, Ecole Super Technol Fes, Route Imouzzer,BP 242, Fes, MoroccoAlmohammadi, K. M.论文数: 0 引用数: 0 h-index: 0机构: USMBA, Ecole Super Technol Fes, Route Imouzzer,BP 242, Fes, MoroccoHamrani, A.论文数: 0 引用数: 0 h-index: 0机构: Taibah Univ, Coll Engn, Dept Mech Engn, Al Madinah Al Munawarah, Saudi Arabia Florida Int Univ, Dept Mech & Mat Engn, Miami, FL 33174 USA USMBA, Ecole Super Technol Fes, Route Imouzzer,BP 242, Fes, MoroccoJamil, A.论文数: 0 引用数: 0 h-index: 0机构: USMBA, Ecole Super Technol Fes, Route Imouzzer,BP 242, Fes, Morocco USMBA, Ecole Super Technol Fes, Route Imouzzer,BP 242, Fes, Morocco
- [2] Effect of fuel cell units in economic and environmental dispatch of a Microgrid with penetration of photovoltaic and micro turbine units[J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2017, 42 (05) : 3479 - 3486Anastasiadis, Anestis G.论文数: 0 引用数: 0 h-index: 0机构: Natl Tech Univ Athens, Sch Elect & Comp Engn, Athens, Greece Natl Tech Univ Athens, Sch Elect & Comp Engn, Athens, GreeceKonstantinopoulos, Stauros A.论文数: 0 引用数: 0 h-index: 0机构: Natl Tech Univ Athens, Sch Elect & Comp Engn, Athens, Greece Natl Tech Univ Athens, Sch Elect & Comp Engn, Athens, GreeceKondylis, Georgios P.论文数: 0 引用数: 0 h-index: 0机构: Natl Tech Univ Athens, Sch Elect & Comp Engn, Athens, Greece Natl Tech Univ Athens, Sch Elect & Comp Engn, Athens, GreeceVolzas, Georgios A.论文数: 0 引用数: 0 h-index: 0机构: Technol Educ Inst Piraeus, Dept Elect Engn, Aigaleo, Greece Natl Tech Univ Athens, Sch Elect & Comp Engn, Athens, GreecePapageorgas, Panagiotis论文数: 0 引用数: 0 h-index: 0机构: Technol Educ Inst Piraeus, Dept Elect Engn, Aigaleo, Greece Natl Tech Univ Athens, Sch Elect & Comp Engn, Athens, Greece
- [3] Day-Ahead Optimal Power Flow for Efficient Energy Management of Urban Microgrid[J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2021, 57 (02) : 1285 - 1293论文数: 引用数: h-index:机构:Abdou-Tankari, Mahamadou论文数: 0 引用数: 0 h-index: 0机构: Univ Paris Est Creteil, Environm & Syst Lab, Ctr Res & Dev Heat Transfer, F-9401 Creteil, France Univ Paris Est Creteil, Environm & Syst Lab, Ctr Res & Dev Heat Transfer, F-9401 Creteil, FranceLefebvre, Gilles论文数: 0 引用数: 0 h-index: 0机构: Univ Paris Est Creteil, Environm & Syst Lab, Ctr Res & Dev Heat Transfer, F-9401 Creteil, France Univ Paris Est Creteil, Environm & Syst Lab, Ctr Res & Dev Heat Transfer, F-9401 Creteil, France
- [4] A Multi Time-Scale and Multi Energy-Type Coordinated Microgrid Scheduling Solution-Part I: Model and Methodology[J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (05) : 2257 - 2266Bao, Zhejing论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R ChinaZhou, Qin论文数: 0 引用数: 0 h-index: 0机构: Accenture Technol Labs, Beijing 100020, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R ChinaYang, Zhihui论文数: 0 引用数: 0 h-index: 0机构: Accenture Technol Labs, Beijing 100020, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R ChinaYang, Qiang论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R ChinaXu, Lizhong论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Elect Power Co, Hangzhou 310007, Zhejiang, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R ChinaWu, Ting论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
- [5] A Multi Time-Scale and Multi Energy-Type Coordinated Microgrid Scheduling Solution-Part II: Optimization Algorithm and Case Studies[J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (05) : 2267 - 2277Bao, Zhejing论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R ChinaZhou, Qin论文数: 0 引用数: 0 h-index: 0机构: Accenture Technol Labs, Beijing 100020, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R ChinaYang, Zhihui论文数: 0 引用数: 0 h-index: 0机构: Accenture Technol Labs, Beijing 100020, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R ChinaYang, Qiang论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R ChinaXu, Lizhong论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Elect Power Co, Hangzhou 310007, Zhejiang, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R ChinaWu, Ting论文数: 0 引用数: 0 h-index: 0机构: Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
- [6] Optimal heat and power management of a reversible solid oxide cell based microgrid for effective technoeconomic hydrogen consumption and storage[J]. APPLIED ENERGY, 2022, 319Califano, M.论文数: 0 引用数: 0 h-index: 0机构: Univ Salerno, Dept Ind Engn, I-84084 Salerno, Italy Univ Salerno, Dept Ind Engn, I-84084 Salerno, ItalySorrentino, M.论文数: 0 引用数: 0 h-index: 0机构: Univ Salerno, Dept Ind Engn, I-84084 Salerno, Italy Univ Salerno, Dept Ind Engn, I-84084 Salerno, ItalyRosen, M. A.论文数: 0 引用数: 0 h-index: 0机构: Univ Ontario Inst Technol, Fac Engn & Appl Sci, Oshawa, ON L1G 0C5, Canada Univ Salerno, Dept Ind Engn, I-84084 Salerno, ItalyPianese, C.论文数: 0 引用数: 0 h-index: 0机构: Univ Salerno, Dept Ind Engn, I-84084 Salerno, Italy Univ Salerno, Dept Ind Engn, I-84084 Salerno, Italy
- [7] Decentralized Operation of Interdependent Power Distribution Network and District Heating Network: A Market-Driven Approach[J]. IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (05) : 5374 - 5385Cao, Yang论文数: 0 引用数: 0 h-index: 0机构: Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Dept Elect Engn, Beijing 100084, Peoples R China Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Dept Elect Engn, Beijing 100084, Peoples R ChinaWei, Wei论文数: 0 引用数: 0 h-index: 0机构: Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Dept Elect Engn, Beijing 100084, Peoples R China Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Dept Elect Engn, Beijing 100084, Peoples R ChinaWu, Lei论文数: 0 引用数: 0 h-index: 0机构: Stevens Inst Technol, ECE Dept, Hoboken, NJ 07030 USA Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Dept Elect Engn, Beijing 100084, Peoples R ChinaMei, Shengwei论文数: 0 引用数: 0 h-index: 0机构: Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Dept Elect Engn, Beijing 100084, Peoples R China Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Dept Elect Engn, Beijing 100084, Peoples R ChinaShahidehpour, Mohammad论文数: 0 引用数: 0 h-index: 0机构: IIT, Robert W Galvin Ctr Elect Innovat, Chicago, IL 60616 USA Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Dept Elect Engn, Beijing 100084, Peoples R ChinaLi, Zhiyi论文数: 0 引用数: 0 h-index: 0机构: IIT, Robert W Galvin Ctr Elect Innovat, Chicago, IL 60616 USA Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Dept Elect Engn, Beijing 100084, Peoples R China
- [8] Energy Systems Integration in Smart Districts: Robust Optimisation of Multi-Energy Flows in Integrated Electricity, Heat and Gas Networks[J]. IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (01) : 1122 - 1131Cesena, Eduardo Alejandro Martinez论文数: 0 引用数: 0 h-index: 0机构: Univ Manchester, Sch Elect & Elect Engn, Elect Energy & Power Syst Grp, Manchester M13 9PL, Lancs, England Univ Manchester, Sch Elect & Elect Engn, Elect Energy & Power Syst Grp, Manchester M13 9PL, Lancs, EnglandMancarella, Pierluigi论文数: 0 引用数: 0 h-index: 0机构: Univ Melbourne, Dept Elect & Elect Engn, Melbourne, Vic 3010, Australia Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England Univ Manchester, Sch Elect & Elect Engn, Elect Energy & Power Syst Grp, Manchester M13 9PL, Lancs, England
- [9] Strategic Investment in Power and Heat Markets: A Nash-Cournot Equilibrium Model[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (09) : 6057 - 6067Chen, Sheng论文数: 0 引用数: 0 h-index: 0机构: Hohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Peoples R China Hohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Peoples R ChinaWei, Zhinong论文数: 0 引用数: 0 h-index: 0机构: Hohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Peoples R China Hohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Peoples R ChinaSun, Guoqiang论文数: 0 引用数: 0 h-index: 0机构: Hohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Peoples R China Hohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Peoples R ChinaZhou, Yizhou论文数: 0 引用数: 0 h-index: 0机构: Hohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Peoples R China Hohai Univ, Coll Energy & Elect Engn, Nanjing 210098, Peoples R China
- [10] Integrated Modeling and Assessment of the Operational Impact of Power-to-Gas (P2G) on Electrical and Gas Transmission Networks[J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2015, 6 (04) : 1234 - 1244Clegg, Stephen论文数: 0 引用数: 0 h-index: 0机构: Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, EnglandMancarella, Pierluigi论文数: 0 引用数: 0 h-index: 0机构: Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England