Nonlinear inverse demand curves in electricity market modeling

被引:7
|
作者
Wan, Yi [1 ]
Kober, Tom [1 ]
Densing, Martin [1 ]
机构
[1] Paul Scherrer Inst, Energy Econ Grp, Forsch Str 111, CH-5232 Villigen, Switzerland
关键词
Electricity market modeling; Nonlinear inverse demand curve; Market power; Extended Mathematical Programming (EMP); CONJECTURAL VARIATIONS; POWER; OPTIMIZATION; FUNDAMENTALS; GENERATION; OLIGOPOLY;
D O I
10.1016/j.eneco.2022.105809
中图分类号
F [经济];
学科分类号
02 ;
摘要
In large-scale energy market models, the price-demand relationship is usually represented by a linear function. In this paper, nonlinear demand functions are fitted to electricity market bid data; in particular, exponential and polynomial (cubic) functions are estimated from EPEX day-ahead data (i.e. Central Western European market area). The corresponding game-theoretic, large-scale electricity models were successfully solved using the Extended Mathematical Programming framework after a suitable adaptation for conjectural variations. Additionally, sufficient conditions for the existence of equilibrium solutions are tested. Numerical results show that nonlinear demand curves lead to an improved modeling especially in high price (peak) load periods and to lower levels of implied market power, which can be considered to be more realistic for markets that have strong transparency measures.
引用
收藏
页数:9
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