Frequency dynamics-aware real-time marginal pricing of electricity

被引:1
|
作者
Khatami, Roohallah [1 ]
Al-Digs, Abdullah [1 ]
Chen, Yu Christine [1 ]
机构
[1] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC, Canada
关键词
Economic dispatch; Frequency dynamics; Frequency regulation; Marginal electricity pricing; STORAGE;
D O I
10.1016/j.epsr.2022.108429
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 presents a frequency dynamics-aware marginal pricing method for real-time electricity markets. The proposed method captures the impact of system frequency dynamics on the marginal price of electricity in the presence of aggressive net-load variations made more likely by greater renewable integration. We formulate a dynamics-aware economic dispatch (ED) by augmenting the traditional single-snapshot ED with constraints pertaining to system frequency dynamics, and frequency deviations from the synchronous speed are penalized in the modified objective function. The resulting ED embeds two distinct time steps to optimize over fast system dynamics and slower decisions on generator set-points. We prove that the dynamics-aware marginal price is the (suitably scaled) Lagrange multiplier of the power balance constraint and that it converges in steady state to the marginal price obtained from traditional ED solved with comparable system load. Numerical case studies involving the Western System Coordinating Council test system validate our findings and confirm added revenue opportunities for generators contributing to frequency regulation.
引用
下载
收藏
页数:8
相关论文
共 50 条
  • [41] Constrained Thompson Sampling for Real-Time Electricity Pricing With Grid Reliability Constraints
    Tucker, Nathaniel
    Moradipari, Ahmadreza
    Alizadeh, Mahnoosh
    IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (06) : 4971 - 4983
  • [42] Real-Time Pricing Mechanism for Electricity Market With Built-In Incentive for Participation
    Namerikawa, Toru
    Okubo, Norio
    Sato, Ryutaro
    Okawa, Yoshihiro
    Ono, Masahiro
    IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (06) : 2714 - 2724
  • [43] Energy-cost-aware flow shop scheduling considering intermittent renewables, energy storage, and real-time electricity pricing
    Khalaf, Alireza Fazli
    Wang, Yong
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2018, 42 (12) : 3928 - 3942
  • [44] Real-Time Electricity Pricing for Demand Response Using Online Convex Optimization
    Kim, Seung-Jun
    Giannakis, Geogios B.
    2014 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT), 2014,
  • [45] Estimating the Elasticity to Real-Time Pricing: Evidence from the Spanish Electricity Market
    Fabra, Natalia
    Rapson, David
    Reguant, Mar
    Wang, Jingyuan
    AEA PAPERS AND PROCEEDINGS, 2021, 111 : 425 - 429
  • [46] Optimization for Smart Home Electricity Load Based on Real-time Pricing Environment
    Wu, Tianqi
    PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS, ENVIRONMENT, BIOTECHNOLOGY AND COMPUTER (MMEBC), 2016, 88 : 984 - 987
  • [47] Real-time electricity pricing of a comprehensive demand response model in smart grids
    Samimi, Abouzar
    Nikzad, Mehdi
    Mohammadi, Mohammad
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2017, 27 (03):
  • [48] A Hybrid Real-Time Electricity Pricing Strategy with Carbon Capture, Storage and Trading
    Li, Junxiang
    Chen, Ming
    Qu, Deqiang
    Ma, Xiaojia
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2024,
  • [49] Demonstration of Market-Based Real-Time Electricity Pricing on a Congested Feeder
    Larsen, Emil Mahler
    Pinson, Pierre
    Le Ray, Guillaume
    Giannopoulos, Georgios
    2015 12TH INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET (EEM), 2015,
  • [50] Robust Multi-Step Predictor for Electricity Markets with Real-Time Pricing
    Kahawala, Sachin
    De Silva, Daswin
    Sierla, Seppo
    Alahakoon, Damminda
    Nawaratne, Rashmika
    Osipov, Evgeny
    Jennings, Andrew
    Vyatkin, Valeriy
    ENERGIES, 2021, 14 (14)