Risk-averse stochastic scheduling of hydrogen-based flexible loads under 100% renewable energy scenario

被引:4
|
作者
Chen, Mengxiao [1 ]
Cao, Xiaoyu [1 ,2 ]
Zhang, Zitong [1 ]
Yang, Lun [1 ]
Ma, Donglai [1 ]
Li, Miaomiao [2 ]
机构
[1] Xi An Jiao Tong Univ, Sch Automat Sci & Engn, Xian 710049, Peoples R China
[2] Xi An Jiao Tong Univ, Natl Innovat Platform Ctr Ind Educ Integrat Energy, Xian 710049, Peoples R China
基金
中国国家自然科学基金;
关键词
Renewable energy system; Flexible loads; Hydrogen-electrical microgrid; Stochastic receding-horizon scheduling; Conditional Value-at-Risk; DEMAND RESPONSE; SYSTEMS; STORAGE; POWER; FLEXIBILITY; MICROGRIDS; OPERATION; MARKET;
D O I
10.1016/j.apenergy.2024.123569
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The development of 100% renewable energy (RE) systems provides a viable solution for achieving the global target of carbon neutrality. To support the reliable and economical operation of RE -based local energy networks, this paper presents a joint scheduling model for grid -scale RE generation and hydrogen -based flexible loads. The direct load control (DLC) through hydrogen -electrical microgrids is analytically modeled for leveraging the intrinsic flexibility of demand -side multi -energy synergy. To handle the uncertainty and volatility of RE generation, a risk -averse stochastic programming method with the receding -horizon mechanism is developed. Also, the power balancing cost in scheduling objectives is represented as a conditional value -atrisk (CVaR) measure to control the risks of fully RE supply. Case studies on an exemplary RE system confirm the effectiveness and economic benefits of the proposed method. The hydrogen -enabled DLC can largely mitigate the supply-demand mismatches, which shows a great potential to facilitate 100% RE scenarios.
引用
收藏
页数:11
相关论文
共 47 条
  • [21] Risk-Averse Scheduling of Combined Heat and Power-Based Microgrids in Presence of Uncertain Distributed Energy Resources
    Rabiee, Abbas
    Abdali, Ali
    Mohseni-Bonab, Seyed Masoud
    Hazrati, Mohsen
    SUSTAINABILITY, 2021, 13 (13)
  • [22] A risk-averse decision based on IGDT/stochastic approach for smart distribution network operation under extreme uncertainties
    Khajehvand, Masoud
    Fakharian, Ahmad
    Sedighizadeh, Mostafa
    APPLIED SOFT COMPUTING, 2021, 107
  • [23] Uncertainty modeling methods for risk-averse planning and operation of stand-alone renewable energy-based microgrids
    Bakhtiari, Hamed
    Zhong, Jin
    Alvarez, Manuel
    RENEWABLE ENERGY, 2022, 199 : 866 - 880
  • [24] Risk-averse bi-level planning model for maximizing renewable energy hosting capacity via empowering seasonal hydrogen storage
    Zhou, Siyu
    Han, Yang
    Zalhaf, Amr S.
    Lehtonen, Matti
    Darwish, Mohamed M. F.
    Mahmoud, Karar
    APPLIED ENERGY, 2024, 361
  • [25] Information Gap Decision Theory-Based Risk-Averse Scheduling of a Combined Heat and Power Hybrid Energy System
    Shi, Lumin
    Tian, Man-Wen
    Alizadeh, As'ad
    Mohammadzadeh, Ardashir
    Nojavan, Sayyad
    SUSTAINABILITY, 2023, 15 (06)
  • [26] Real-time integration of optimal generation scheduling with MPC for the energy management of a renewable hydrogen-based microgrid
    Petrollese, Mario
    Valverde, Luis
    Cocco, Daniele
    Cau, Giorgio
    Guerra, Jose
    APPLIED ENERGY, 2016, 166 : 96 - 106
  • [27] Risk-averse energy trading among peer-to-peer based virtual power plants: A stochastic game approach
    Lin, Wen-Ting
    Chen, Guo
    Li, Chaojie
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 132
  • [28] A carbon-constrained stochastic optimization model with augmented multi-criteria scenario-based risk-averse solution for reverse logistics network design under uncertainty
    Yu, Hao
    Solvang, Wei Deng
    JOURNAL OF CLEANER PRODUCTION, 2017, 164 : 1248 - 1267
  • [29] Sustainable energy supply of electric vehicle charging parks and hydrogen refueling stations integrated in local energy systems under a risk-averse optimization strategy
    Shoja, Zahra Moshaver
    Mirzaei, Mohammad Amin
    Seyedi, Heresh
    Zare, Kazem
    JOURNAL OF ENERGY STORAGE, 2022, 55
  • [30] Multi-objective risk-constrained operation of hydrogen-based renewable energy integrated distribution network
    Zare Oskouei, Morteza
    Mohammadi-Ivatloo, Behnam
    Erdinc, Ozan
    Gulsen Erdinc, Fatma
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2022, 46 (10) : 14462 - 14477