Robustness of capacity markets: a stochastic dynamic capacity investment model

被引:0
|
作者
Daniel Hach
Stefan Spinler
机构
[1] WHU–Otto Beisheim School of Management,Kuehne Foundation Endowed Chair in Logistics Management
来源
OR Spectrum | 2018年 / 40卷
关键词
Electricity market; Capacity mechanism; Stochastic electricity capacity expansion model; Generation adequacy; Unplanned unavailability; Uncertainty; Q48; L94; L98; C44; D81;
D O I
暂无
中图分类号
学科分类号
摘要
We present a stochastic dynamic capacity investment model that incorporates strategic bidding of generators, price elasticity of demand, and ramping constraints. The model is based on an iterative procedure of finding an equilibrium electricity price forecast closely depicting real-world investor behavior. We assess the robustness and the total cost of generation of a capacity market compared to an energy-only market as capacity markets are increasingly considered worldwide due to market imperfections and rising feed-in from renewables. To estimate unplanned unavailabilities, we analyze a novel data set of the European Energy Exchange describing unplanned unavailability incidents. Applying the model to the Great Britain market, we find that capacity markets are more robust to unplanned unavailabilities of conventional generation in terms of the total cost of generation and price volatility. At the same time, capacity markets induce additional costs through capacity payments. Therefore, we jointly analyze the total cost of generation and the robustness with different levels of reserve margins. Our results show that there is a promising area of efficient trade-offs between costs and robustness in the range of reserve margins between 0 and 15%.
引用
收藏
页码:517 / 540
页数:23
相关论文
共 50 条
  • [1] Robustness of capacity markets: a stochastic dynamic capacity investment model
    Hach, Daniel
    Spinler, Stefan
    [J]. OR SPECTRUM, 2018, 40 (02) : 517 - 540
  • [2] A DYNAMIC-MODEL OF INVESTMENT AND CAPACITY UTILIZATION
    ABEL, AB
    [J]. QUARTERLY JOURNAL OF ECONOMICS, 1981, 96 (03): : 379 - 403
  • [3] Dynamic Interactions of TGC and Electricity Markets to Promote Wind Capacity Investment
    Hasani-Marzooni, Masoud
    Hosseini, Seyed Hamid
    [J]. IEEE SYSTEMS JOURNAL, 2012, 6 (01): : 46 - 57
  • [4] Explicit solution to an irreversible investment model with a stochastic production capacity
    Pham, H
    [J]. From Stochastic Calculus to Mathematical Finance: The Shiryaev Festschrift, 2006, : 547 - 565
  • [5] Trading strategies for wind capacity investment in a dynamic model of combined tradable green certificate and electricity markets
    Hasani-Marzooni, M.
    Hosseini, S. H.
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2012, 6 (04) : 320 - 330
  • [6] Capacity market design options: A dynamic capacity investment model and a GB case study
    Hach, Daniel
    Chyong, Chi Kong
    Spinler, Stefan
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 249 (02) : 691 - 705
  • [7] Information capacity and robustness of stochastic neuron models
    Schneidman, E
    Segev, I
    Tishby, N
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 12, 2000, 12 : 178 - 184
  • [8] Dynamic model for market-based capacity investment decision considering stochastic characteristic of wind power
    Hasani-Marzooni, Masoud
    Hosseini, Seyed Hamid
    [J]. RENEWABLE ENERGY, 2011, 36 (08) : 2205 - 2219
  • [9] Dynamic Modeling of Thermal Generation Capacity Investment: Application to Markets With High Wind Penetration
    Eager, Dan
    Hobbs, Benjamin F.
    Bialek, Janusz W.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2012, 27 (04) : 2127 - 2137
  • [10] Stochastic Capacity Investment and Flexible vs. Dedicated Technology Choice in Imperfect Capital Markets
    Boyabatli, Onur
    Toktay, L. Beril
    [J]. MANAGEMENT SCIENCE, 2011, 57 (12) : 2163 - 2179