Strategic Offering of a Price Maker Wind Power Producer in Distribution-Level Energy Markets in Presence of Flexible Prosumers

被引:3
|
作者
Rashidizadeh-Kermani, Homa [1 ]
Vahedipour-Dahraie, Mostafa [1 ]
Parente, Mimmo [2 ]
Shafie-Khah, Miadreza [3 ]
Siano, Pierluigi [2 ,4 ]
机构
[1] Univ Birjand, Dept Elect & Comp Engn, Birjand 9717434765, Iran
[2] Univ Salerno, Dept Management & Innovat Syst, I-84084 Salerno, Italy
[3] Univ Vaasa, Sch Technol & Innovat, Vaasa 65200, Finland
[4] Univ Johannesburg, Dept Elect & Elect Engn Sci, ZA-2006 Johannesburg, South Africa
关键词
Wind power generation; Indexes; Real-time systems; Stochastic processes; Costs; Photovoltaic systems; Optimization; Bi-level model; distribution-level energy market (DLEM); distribution network (DN); optimal offering strategy; wind power producer (WPP); OPTIMAL BIDDING STRATEGY; FRAMEWORK;
D O I
10.1109/ACCESS.2022.3152551
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an optimal bidding strategy for a strategic wind power producer (WPP) in a distribution-level energy market (DLEM). The behavior of the WPP is modelled through a bi-level stochastic optimization problem where the upper-level problem maximizes the profit of the WPP and the lower-level problem describes the clearing processes of the DLEM while considering network constraints. The bi-level problem is a stochastic mathematical program with equilibrium constraints (MPEC) that is formulated as a mixed-integer linear programming (MILP) problem. The main focus of this study is investigating prosumers' impact on the market power of the strategic WPP in a DLEM structure. In this model, the effect of flexible prosumers from the aspects of demand response (DR) participants and photovoltaic penetration level (PVPL) on the WPP's offering strategy is investigated. Moreover, the impact of bilateral contract on the market power of the strategic WPP and the cleared prices of the network is addressed. The proposed model is implemented in an IEEE 33-bus and numerical results illustrate how behavior of flexible prosumers and PVPL index affect the decision making of the strategic WPP when network constraints are considered. Numerical results show that by active participation of prosumers in DR programs, the reliance of DLEM on the strategic WPP reduces. Moreover, if the WPP participates in bilateral contracts, its offering to the DELM decreases, and as the result, the cleared prices augment indicating market power of the WPP.
引用
收藏
页码:21475 / 21485
页数:11
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