Demand response;
Multi-objective;
Bi-level;
Distributed energy resources;
Distribution systems;
DISTRIBUTION NETWORKS;
RECONFIGURATION;
OPTIMIZATION;
MANAGEMENT;
PROGRAMS;
ENERGY;
MODEL;
D O I:
10.1016/j.energy.2021.121991
中图分类号:
O414.1 [热力学];
学科分类号:
摘要:
In smart grid parlance, the demand response (DR) creates an opportunity to enhance techno-economic metrics of distribution system while concurrently benefitting the customers. These advantages can be obtained only when DR is incorporated and managed optimally in coordination with other smart technologies. In this paper, a multi-objective bi-level optimization model is proposed to study the coordination of distribution system operator (DSO) and DR aggregators. The DSO at the upper level aims to determine the pricing policy for DR participants, dispatch of distributed generations and battery storage to maximize both economic and technical objectives. The DR aggregators at the lower level respond to the price signals by scheduling flexible loads to maximize profit. The DR aggregators are acting on the behalf of customers. The multi-objective problem at the upper level is solved using epsilon-constraint method and thereafter, best compromising solution is decided through fuzzy criteria. The resulting bi-level model is converted into a single level model using Karush-Kuhn-Tucker conditions and strong duality theorem. Moreover, a linearized power flow is developed to remove the complexity of non-linear AC load flow equations. The effectiveness and efficacy of the proposed model is assessed on 33-bus distribution system under different scenarios. (c) 2021 Elsevier Ltd. All rights reserved.
机构:
Natl Ctr Appl Math Chongqing, Chongqing 401331, Peoples R China
Chongqing Normal Univ, Sch Math Sci, Chongqing 401331, Peoples R ChinaNatl Ctr Appl Math Chongqing, Chongqing 401331, Peoples R China
Yang, Xinmin
Yao, Wei
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h-index: 0
机构:
Southern Univ Sci & Technol, Dept Math, Shenzhen 518055, Peoples R China
Natl Ctr Appl Math Shenzhen, Shenzhen 518000, Peoples R ChinaNatl Ctr Appl Math Chongqing, Chongqing 401331, Peoples R China
Yao, Wei
Yin, Haian
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h-index: 0
机构:
Southern Univ Sci & Technol, Dept Math, Shenzhen 518055, Peoples R ChinaNatl Ctr Appl Math Chongqing, Chongqing 401331, Peoples R China
Yin, Haian
Zeng, Shangzhi
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h-index: 0
机构:
Univ Victoria, Dept Math & Stat, Victoria, BC V8W 2Y2, CanadaNatl Ctr Appl Math Chongqing, Chongqing 401331, Peoples R China
Zeng, Shangzhi
Zhang, Jin
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h-index: 0
机构:
Southern Univ Sci & Technol, Dept Math, Shenzhen 518055, Peoples R China
Natl Ctr Appl Math Shenzhen, Shenzhen 518000, Peoples R ChinaNatl Ctr Appl Math Chongqing, Chongqing 401331, Peoples R China
机构:
National Center for Applied Mathematics in Chongqing
School of Mathematical Sciences, Chongqing Normal UniversityNational Center for Applied Mathematics in Chongqing
Xinmin Yang
Wei Yao
论文数: 0引用数: 0
h-index: 0
机构:
Department of Mathematics, Southern University of Science and Technology
National Center for Applied Mathematics ShenzhenNational Center for Applied Mathematics in Chongqing
Wei Yao
Haian Yin
论文数: 0引用数: 0
h-index: 0
机构:
Department of Mathematics, Southern University of Science and TechnologyNational Center for Applied Mathematics in Chongqing
Haian Yin
Shangzhi Zeng
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h-index: 0
机构:
Department of Mathematics and Statistics, University of VictoriaNational Center for Applied Mathematics in Chongqing
机构:
Univ Pontificia Comillas, Inst Invest Tecnol, C Alberto Aguilera 23, Madrid 28015, SpainUniv Pontificia Comillas, Inst Invest Tecnol, C Alberto Aguilera 23, Madrid 28015, Spain
del Valle, Aurora
Wogrin, Sonja
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机构:
Univ Pontificia Comillas, Inst Invest Tecnol, C Alberto Aguilera 23, Madrid 28015, SpainUniv Pontificia Comillas, Inst Invest Tecnol, C Alberto Aguilera 23, Madrid 28015, Spain
Wogrin, Sonja
Reneses, Javier
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h-index: 0
机构:
Univ Pontificia Comillas, Inst Invest Tecnol, C Alberto Aguilera 23, Madrid 28015, SpainUniv Pontificia Comillas, Inst Invest Tecnol, C Alberto Aguilera 23, Madrid 28015, Spain