Scheduling and Pricing of Energy Generation and Storage in Power Systems

被引:25
|
作者
Khatami, Roohallah [1 ]
Parvania, Masood [1 ]
Khargonekar, Pramod P. [2 ]
机构
[1] Univ Utah, Dept Elect & Comp Engn, Salt Lake City, UT 84108 USA
[2] Univ Calif Irvine, Dept Elect Engn & Comp Sci, Irvine, CA 92697 USA
基金
美国能源部; 美国国家科学基金会;
关键词
Continuous-time optimal control; energy storage; marginal price; mixed-integer linear programming; UNIT COMMITMENT; MARKETS;
D O I
10.1109/TPWRS.2017.2782676
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a fundamental model for continuous-time scheduling and marginal pricing of energy generation and storage in day-ahead power systems operation. The paper begins with formulating the economic operation problem of power systems with generating units and energy storage (ES) devices as a continuous-time optimal control problem, where the Lagrange multiplier trajectory associated with the continuous-time power balance constraint is proven to be the marginal price of energy generation and storage. The marginal price is calculated in closed-form, which reveals that in addition to the incremental cost rates of generating units, the marginal price embeds the financial ES charging offers and discharging bids that are defined as incremental charging utility and incremental discharging cost rates. This paper shows that the adjoint function associated with the ES state equation establishes a temporal dependence between the marginal prices during the ES charge and discharge states. A function space-based method is developed to solve the proposed model, which converts the continuous-time problem into a mixed-integer linear programming problem with finite dimensional decision space. The features of the proposed scheduling and pricing models are demonstrated using numerical studies conducted on the IEEE Reliability Test System.
引用
收藏
页码:4308 / 4322
页数:15
相关论文
共 50 条
  • [31] Risk-based stochastic scheduling of centralised and distributed energy storage systems
    Majidi, Majid
    Parvania, Masood
    Byrne, Raymond
    IET SMART GRID, 2023, 6 (06) : 596 - 608
  • [32] Review on methods of generation scheduling in electric power systems
    Yamin, HY
    ELECTRIC POWER SYSTEMS RESEARCH, 2004, 69 (2-3) : 227 - 248
  • [33] Power and Energy Storage of Wind Energy in Distributed Generation Network
    Shahzad, Alamzeb
    Jan, Waleed
    Aman, Muhammad Aamir
    Ehtesham-ul-Haq
    Munir, Mehr E.
    JOURNAL OF MECHANICS OF CONTINUA AND MATHEMATICAL SCIENCES, 2019, 14 (03): : 175 - 181
  • [34] Economic Dispatch Application of Power System With Energy Storage Systems
    Yan, Ning
    Xing, Zuo Xia
    Li, Wei
    Zhang, Bo
    IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2016, 26 (07)
  • [35] Power Plants Based on Renewables and Electrochemical Energy Storage and Generation Systems for Decentralized Autonomous Power Supply
    Grigoriev A.S.
    Skorlygin V.V.
    Grigoriev S.A.
    Melnik D.A.
    Losev O.G.
    Russian Electrical Engineering, 2019, 90 (7) : 505 - 508
  • [36] Comparative analysis of the impact of energy-aware scheduling, renewable energy generation, and battery energy storage on production scheduling
    Karimi, Sajad
    Kwon, Soongeol
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2021, 45 (13) : 18981 - 18998
  • [37] Energy and power in power supply systems with semiconductor converters and energy storage
    Zhemerov, G. G.
    Tugay, D. V.
    ELECTRICAL ENGINEERING & ELECTROMECHANICS, 2014, (01) : 45 - 57
  • [38] Scheduling heat and power microgrids with storage systems, photovoltaic, wind, geothermal power units and solar heaters
    Jordehi, A. Rezaee
    JOURNAL OF ENERGY STORAGE, 2021, 41
  • [39] Energy Storage Systems for Commitment and Dispatch of Conventional Power Plants
    Chudy, Dawid
    2018 15TH INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET (EEM), 2018,
  • [40] Assessing the Operational Flexibility in Power Systems with Energy Storage Integration
    Tziovani, Lysandros
    Savva, Maria
    Asprou, Markos
    Kolios, Panayiotis
    Kyriakides, Elias
    Tapakis, Rogiros
    Michael, Michalis
    Hadjilaou, Christos
    FLEXITRANSTORE, 2020, 610 : 1 - 12