Dynamic load shedding for an islanded microgrid with limited generation resources

被引:47
|
作者
Gao, Haixiang [1 ]
Chen, Ying [1 ]
Xu, Yin [2 ]
Liu, Chen-Ching [2 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Beijing, Peoples R China
[2] Washington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99164 USA
关键词
distributed power generation; load shedding; Markov processes; wind turbines; diesel-electric generators; wind power plants; stochastic programming; islanded microgrid; limited generation resource; extreme weather event; distribution system; dynamic load shedding strategy; stochastic optimisation problem; intermittent energy sources; Markov decision process; MDP model; optimal load shedding strategy; numerical simulation; diesel generators; storage devices; wind power prediction uncertainties; load shedding time period; DISTRIBUTION NETWORKS; POWER-SYSTEMS; RESILIENCE;
D O I
10.1049/iet-gtd.2015.1452
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
When an extreme weather event strikes a distribution system, the utility power may not be available for days or even weeks. As a result, a microgrid in the affected area will be operated in the islanded mode during that period. To continuously serve critical load with available generation resources, which are usually limited, load shedding actions can be performed to gradually disconnect load with low priority. This study proposes a method to obtain the dynamic load shedding strategy for an islanded microgrid with limited generation resources. First, dynamic load shedding is formulated as a stochastic optimisation problem, where the uncertainties induced by intermittent energy sources and load are incorporated. The objective is to maximise the economic performance of the microgrid. Limits on the generation resources and operational constraints are considered. Then, a model based on Markov decision process (MDP) is developed for the problem. A solution method for the MDP model is proposed to obtain the optimal load shedding strategy. Finally, numerical simulations are performed to validate the effectiveness of the proposed method. Impacts of available generation resources, uncertainties of wind power prediction, and load shedding time period on the load shedding strategy are discussed.
引用
收藏
页码:2953 / 2961
页数:9
相关论文
共 50 条
  • [1] Predictive Load Shedding Method for Islanded AC Microgrid with Limited Generation Sources
    Bayhan, Sertac
    PROCEEDINGS 2018 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPATIBILITY, POWER ELECTRONICS AND POWER ENGINEERING (CPE-POWERENG 2018), 2018,
  • [2] Suggested Smart Adaptive Load Shedding of an Islanded Microgrid Containing Renewable Resources
    Parsibenehkohal, Reza
    Niaki, Ali Akbarzadeh
    Jamil, Mohsin
    12TH INTERNATIONAL CONFERENCE ON SMART GRID, ICSMARTGRID 2024, 2024, : 704 - 707
  • [3] Optimal Load Shedding for Maximizing Satisfaction in an Islanded Microgrid
    Choi, Yeongho
    Lim, Yujin
    Kim, Hak-Man
    ENERGIES, 2017, 10 (01)
  • [4] Microgrid and load shedding scheme during islanded mode: A review
    Abu Bakar, Nur Najihah
    Hassan, Mohammad Yusri
    Sulaima, Mohamad Fani
    Nasir, Mohamad Na'im Mohd
    Khamis, Aziah
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 71 : 161 - 169
  • [5] A Bargaining approach to optimizing load shedding in islanded microgrid operation
    Lim, Yujin
    Park, Jaesung
    Kim, Hak-Man
    Kinoshita, Tetsuo
    IETE TECHNICAL REVIEW, 2013, 30 (06) : 483 - 489
  • [6] Impact of Seasonal Net load Variation on Load Shedding Ratio in Islanded Microgrid Operation
    Masaud, Tarek Medalel
    2019 51ST NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2019,
  • [7] Talmudic Approach to Load Shedding of Islanded Microgrid Operation Based on Multiagent System
    Kim, Hak-Man
    Kinoshita, Tetsuo
    Lim, Yujin
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2011, 6 (02) : 284 - 292
  • [8] Distributed load shedding algorithm for islanded microgrid using fog computing paradigm
    Rwegasira, Diana
    Ben Dhaou, Imed
    Kakakhel, Syed
    Westerlund, Tomi
    Tenhunen, Hannu
    2020 6TH IEEE INTERNATIONAL ENERGY CONFERENCE (ENERGYCON), 2020, : 888 - 893
  • [9] Droop Based Dynamic Load Sharing Approach for Islanded Microgrid
    Islam, Md Hasibul
    Hossain, Md Selim
    Tara, Kusum
    Khan, Muhammad Abdul Goffar
    Kundu, Punab Chandra
    2020 INTERNATIONAL CONFERENCE ON EMERGING SMART COMPUTING AND INFORMATICS (ESCI), 2020, : 170 - 174
  • [10] Load Management System and Control Strategies of Distributed Energy Resources in an Islanded Microgrid
    Shuvra, Mahfuz A.
    Chowdhury, Badrul
    2019 IEEE 16TH INTERNATIONAL CONFERENCE ON SMART CITIES: IMPROVING QUALITY OF LIFE USING ICT, IOT AND AI (IEEE HONET-ICT 2019), 2019, : 100 - 104