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.
机构:
Chinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R China
Yu, Ankun
Zhang, Chaorui
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R China
Zhang, Chaorui
Zhang, Ying-Jun Angela
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R China
机构:
Univ Castilla La Mancha, Dept Elect Engn, Campus Univ S-N, Ciudad Real 13071, SpainUniv Castilla La Mancha, Dept Elect Engn, Campus Univ S-N, Ciudad Real 13071, Spain
Baringo, Luis
Freire, Marta
论文数: 0引用数: 0
h-index: 0
机构:
Polo Espanol SA OMIE, Iberian Elect Market Operat Dept, OMI, C Alfonso XI 6, Madrid 28014, SpainUniv Castilla La Mancha, Dept Elect Engn, Campus Univ S-N, Ciudad Real 13071, Spain
Freire, Marta
Garcia-Bertrand, Raquel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Castilla La Mancha, Dept Elect Engn, Campus Univ S-N, Ciudad Real 13071, SpainUniv Castilla La Mancha, Dept Elect Engn, Campus Univ S-N, Ciudad Real 13071, Spain
Garcia-Bertrand, Raquel
Rahimiyan, Morteza
论文数: 0引用数: 0
h-index: 0
机构:
Shahrood Univ Technol, Fac Elect Engn, Shahrood 3619995161, IranUniv Castilla La Mancha, Dept Elect Engn, Campus Univ S-N, Ciudad Real 13071, Spain
Rahimiyan, Morteza
[J].
SUSTAINABLE ENERGY GRIDS & NETWORKS,
2021,
28