Robust Multi-Objective Congestion Management in Distribution Network

被引:9
|
作者
Khan, Omniyah Gul M. [1 ]
Youssef, Amr [2 ]
Salama, Magdy [1 ]
El-Saadany, Ehab [3 ]
机构
[1] Univ Waterloo, Elect & Comp Engn Dept, Waterloo, ON N2L 3G1, Canada
[2] Concordia Univ, Concordia Inst Informat Syst Engn, Montreal, PQ H3G 1M8, Canada
[3] Khalifa Univ, EECS Dept, Adv Power & Energy Ctr, Abu Dhabi, U Arab Emirates
基金
加拿大自然科学与工程研究理事会;
关键词
Multi-Objective; Pareto; valley-filling; price-based; Demand Side Management; DISTRIBUTION-SYSTEMS; DEMAND RESPONSE;
D O I
10.1109/TPWRS.2022.3200838
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
Increased penetration of heavy loads is expected to lead to congestion in distribution networks. The distribution network operator can use Demand Side Management (DSM) to motivate consumers to shift their load from peak to off-peak times. In this paper, multi-objective optimization is utilized to schedule flexible load to alleviate potential congestions. The proposed scheme minimizes consumers' electricity cost and decreases the peak to average ratio of the load curve to a required level that alleviates existing congestion. This results in a consumer load schedule that is economical and does not require the imposition of congestion tariffs. However, the success of the proposed congestion management scheme relies on the accuracy of the consumer load consumption. Hence, in this paper, uncertainty analysis of consumers' flexible load schedule is executed to ensure the desired robustness of the power flowing in the distribution network to changes in uncertain variables. The results obtained are compared with the existing congestion management scheme demonstrating the advantage of the proposed multi-objective framework in terms of decreasing price and flattening the load curve while alleviating congestion.
引用
收藏
页码:3568 / 3579
页数:12
相关论文
共 50 条
  • [1] Coordination Strategies for Distribution Grid Congestion Management in a Multi-Actor, Multi-Objective Setting
    Andersen, Peter Bach
    Hu, Junjie
    Heussen, Kai
    2012 3RD IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES EUROPE (ISGT EUROPE), 2012,
  • [2] Multi-objective optimization and network security enhancement for congestion management in wholesale electricity market
    Asija D.
    Soni K.M.
    Sinha S.K.
    Yadav V.K.
    Asija, Divya (divyaasija83@gmail.com), 1775, Springer (08) : 1775 - 1782
  • [3] Robust Multi-objective Scheduling in an Evaporation Network
    Palacin, Carlos G.
    Luis Pitarch, Jose
    de Prada, Cesar
    Mendez, Carlos A.
    2017 25TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2017, : 666 - 671
  • [4] Multi-Objective Congestion Control
    Ma, Yiqing
    Tian, Han
    Liao, Xudong
    Zhang, Junxue
    Wang, Weiyan
    Chen, Kai
    Jin, Xin
    PROCEEDINGS OF THE SEVENTEENTH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS (EUROSYS '22), 2022, : 218 - 235
  • [5] Multi-objective Congestion Dispatch in Active Distribution Network with Flexible Charging/Discharging of Electric Vehicle
    Ding, Chang-Qiang
    Li, Chun-Ping
    Liu, Bing
    Jiang, Xue-Pu
    Tang, Yu-Hua
    Sun, Hui
    Zhou, Wei
    2018 IEEE 8TH ANNUAL INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (IEEE-CYBER), 2018, : 1128 - 1133
  • [6] Multi-objective congestion management incorporating voltage and transient stabilities
    Esmaili, Masoud
    Shayanfar, Heidar Ali
    Amjady, Nima
    ENERGY, 2009, 34 (09) : 1401 - 1412
  • [7] Multi-objective Congestion Management Approach in Competitive Electricity Markets
    Saraswat, Amit
    Saini, Ashish
    2017 6TH INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS IN ELECTRICAL ENGINEERING - RECENT ADVANCES (CERA), 2017, : 181 - 186
  • [8] Multi-objective congestion management by modified augmented ε-constraint method
    Esmaili, Masoud
    Amjady, Nima
    Shayanfar, Heidar Ali
    APPLIED ENERGY, 2011, 88 (03) : 755 - 766
  • [9] Multi-objective optimal reconfiguration of distribution network
    Sosic, Darko
    Stefanov, Predrag
    JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS, 2018, 69 (02): : 128 - 137
  • [10] Multi-objective planning of distribution network based on distributionally robust model predictive control
    Li, Yudun
    Li, Kuan
    Fan, Rongqi
    Chen, Jiajia
    Zhao, Yanlei
    Frontiers in Energy Research, 2024, 12