Strategic bidding for a price-maker hydroelectric producer: Stochastic dual dynamic programming and Lagrangian relaxation

被引:11
|
作者
Steeger, Gregory [1 ]
Lohmann, Timo [2 ]
Rebennack, Steffen [3 ]
机构
[1] US Air Force, Hurlburt Field, FL USA
[2] Uniper Global Commod SE, Dusseldorf, Germany
[3] KIT, Inst Operat Res, Karlsruhe, Germany
关键词
Bidding problem; Lagrangian relaxation; price-maker; stochastic dual dynamic programming; periodic autoregressive model; CROSS DECOMPOSITION; SYSTEM;
D O I
10.1080/24725854.2018.1461963
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In bid-basedmarkets, energy producers seek bidding strategies that maximize their revenue. In this article, we seek the maximum-revenue bidding schedule for a single price-maker hydroelectric producer. We assume the producer sells energy in the day-ahead electricity market and has the ability to impact the market-clearing price with its bids. To obtain the price-maker hydroelectric producer's bidding schedule, we use a combination of Stochastic Dual Dynamic Programming and Lagrangian relaxation. In this framework, we dualize the water balance equations, allowing an exact representation of the non-concave immediate revenue function, while preserving the concave shape of the future revenue function. We model inflow uncertainty and its stagewise dependence by a periodic autoregressive model. To demonstrate our approaches' utility, we model Honduras' electricity market assuming that the thermal producers act as price-takers and that one price-maker hydro producer operates all of the hydroelectric plants.
引用
收藏
页码:929 / 942
页数:14
相关论文
共 15 条
  • [1] Strategic bidding for multiple price-maker hydroelectric producers
    Steeger, Gregory
    Rebennack, Steffen
    [J]. IIE TRANSACTIONS, 2015, 47 (09) : 1013 - 1031
  • [2] Strategic bidding for price-maker producers in predominantly hydroelectric systems
    Cruz, M. P.
    Finardi, E. C.
    de Matos, V. L.
    Luna, J. P.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2016, 140 : 435 - 444
  • [3] Energy Management of Price-Maker Community Energy Storage by Stochastic Dynamic Programming
    Deng, Lirong
    Zhang, Xuan
    Yang, Tianshu
    Sun, Hongbin
    Fu, Yang
    Guo, Qinglai
    Oren, Shmuel S.
    [J]. CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2024, 10 (02): : 492 - 503
  • [4] Stochastic scheduling for a price-maker hydro producer considering forward trading
    Abgottspon, Hubert
    Andersson, Goran
    [J]. 2013 IEEE GRENOBLE POWERTECH (POWERTECH), 2013,
  • [5] Optimal Price-maker Trading Strategy of Wind Power Producer Using Virtual Bidding
    Xiao, Dongliang
    AlAshery, Mohamed Kareem
    Wei, Qiao
    [J]. JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2022, 10 (03) : 766 - 778
  • [6] Optimal Price-maker Trading Strategy of Wind Power Producer Using Virtual Bidding
    Dongliang Xiao
    Mohamed Kareem Al Ashery
    Wei Qiao
    [J]. Journal of Modern Power Systems and Clean Energy, 2022, (03) : 766 - 778
  • [7] Mid-Term Stochastic Scheduling of a Price-Maker Hydro Producer With Pumped Storage
    Baslis, Costas G.
    Bakirtzis, Anastasios G.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2011, 26 (04) : 1856 - 1865
  • [8] Strategic Offering for a Price-Maker Wind Power Producer in Oligopoly Markets Considering Demand Response Exchange
    Shafie-khah, Miadreza
    Heydarian-Forushani, Ehsan
    Golshan, Mohamad Esmail Hamedani
    Moghaddam, Mohsen Parsa
    Sheikh-El-Eslami, Mohammad Kazem
    Catalao, Joao P. S.
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2015, 11 (06) : 1542 - 1553
  • [9] Long-term optimal allocation of hydro generation for a price-maker company in a competitive market: latest developments and a stochastic dual dynamic programming approach
    Flach, B. C.
    Barroso, L. A.
    Pereira, M. V. F.
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2010, 4 (02) : 299 - 314
  • [10] A bi-level model for strategic bidding of a price-maker retailer with flexible demands in day-ahead electricity market
    Sharifi, Reza
    Anvari-Moghaddam, Amjad
    Fathi, S. Hamid
    Vahidinasab, Vahid
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2020, 121