Economic Dispatch Optimization of a Microgrid with Wind-Photovoltaic-Load-Storage in Multiple Scenarios

被引:8
|
作者
Wang, Haipeng [1 ,2 ]
Wu, Xuewei [1 ]
Sun, Kai [1 ]
Du, Xiaodong [3 ]
He, Yuling [1 ,2 ]
Li, Kaiwen [1 ]
机构
[1] North China Elect Power Univ, Dept Mech Engn, Baoding 071003, Peoples R China
[2] North China Elect Power Univ, Hebei Engn Res Ctr Adv Mfg & Intelligent Operat &, Baoding 071003, Peoples R China
[3] State Grid Hebei Elect Power Res Inst, Shijiazhuang 050021, Peoples R China
基金
中国国家自然科学基金;
关键词
microgrid; wind-photovoltaic-load storage; economic power dispatching; multi-scenario; ENERGY; RELIABILITY; SYSTEM;
D O I
10.3390/en16093955
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 optimal economic power dispatching of a microgrid is an important part of the new power system optimization, which is of great significance to reduce energy consumption and environmental pollution. The microgrid should not only meet the basic demand of power supply but also improve the economic benefit. Considering the generation cost, the discharge cost, the power purchase cost, the electricity sales revenue, the battery charging and discharging power constraints, and the charging and discharging time constraints, a joint optimization model for a multi-scenario microgrid with wind-photovoltaic-load storage is proposed in our study. Additionally, the corresponding model solving algorithm based on particle swarm optimization is also given. In addition, taking the Wangjiazhai project in Baiyangdian region as a case study, the effectiveness of the proposed model and algorithm is verified. The joint optimization model for a microgrid with wind-photovoltaic-load storage in multiple scenarios is discussed and investigated, and the optimal economic power dispatching schemes in multiple scenarios are also provided. Our research shows that: (1) the battery can play a role in peak shaving and valley filling, which can make microgrids more economical; (2) when the power purchase price is lower than the cost of renewable energy power generation, if the wind turbine and the photovoltaics are allowed to be discarded the microgrid will produce higher economic benefits; and (3) restricting the exchange power between the microgrid and the main power network will lead to a negative impact on the economy for the microgrid.
引用
收藏
页数:16
相关论文
共 50 条
  • [21] Economic load dispatch in a microgrid using Interior Search Algorithm
    Karthik, N.
    Parvathy, A. K.
    Arul, R.
    Jayapragash, R.
    Narayanan, Sathiya
    2019 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2019,
  • [22] Fast Distributed Economic Dispatch for Hybrid Ship Microgrid with Photovoltaic Panel
    Ban Zixiao
    Teng Fei
    Xiao Geyang
    Yu Renhai
    Zhu Tianchi
    2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 1282 - 1287
  • [23] Optimum Economic Dispatch of Interconnected Microgrid with Energy Storage System
    Asaduz-Zaman, Md.
    Chowdhury, A. Hasib
    2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION COMMUNICATION TECHNOLOGY (ICEEICT 2015), 2015,
  • [24] Genetic Algorithm Based Optimization of Economic Load Dispatch Constrained by Stochastic Wind Power
    Khosa, Fahad Khan
    Zia, Muhammad Fahad
    Bhatti, Abdul Aziz
    2015 INTERNATIONAL CONFERENCE ON OPEN SOURCE SYSTEMS & TECHNOLOGIES (ICOSST), 2015, : 36 - 40
  • [25] Novel Heuristic Optimization Technique to Solve Economic Load Dispatch and Economic Emission Load Dispatch Problems
    Singh, Nagendra
    Chakrabarti, Tulika
    Chakrabarti, Prasun
    Margala, Martin
    Gupta, Amit
    Praveen, S. Phani
    Krishnan, Sivaneasan Bala
    Unhelkar, Bhuvan
    ELECTRONICS, 2023, 12 (13)
  • [26] A Multi-objective Optimization Strategy for the Economic Dispatch in a Microgrid
    Loyarte, Ariel S.
    Clementi, Luis A.
    Vega, Jorge R.
    2016 IEEE PES TRANSMISSION & DISTRIBUTION CONFERENCE AND EXPOSITION-LATIN AMERICA (PES T&D-LA), 2016,
  • [27] Economic Dispatch Optimization for Microgrid Based on Fireworks Algorithm with Momentum
    Li, Mingze
    Tan, Ying
    ADVANCES IN SWARM INTELLIGENCE, ICSI 2022, PT I, 2022, : 339 - 353
  • [28] An Economic Dispatch for a Shared Energy Storage System Using MILP Optimization: A Case Study of a Moroccan Microgrid
    El Barkouki, Bouthaina
    Laamim, Mohamed
    Rochd, Abdelilah
    Chang, Jae-won
    Benazzouz, Aboubakr
    Ouassaid, Mohammed
    Kang, Moses
    Jeong, Hakgeun
    ENERGIES, 2023, 16 (12)
  • [29] Optimization of Shared Energy Storage Capacity for Multi-microgrid Operation with Flexible Loads and Economic Dispatch
    Zhao, Jinshan
    Tao, Lin
    Zhao, Weilun
    Sun, Hexun
    PROCEEDINGS OF THE 10TH HYDROGEN TECHNOLOGY CONVENTION, VOL 2, WHTC 2023, 2024, 394 : 63 - 80
  • [30] Adaptive Learning Based Building Load Prediction for Microgrid Economic Dispatch
    Mashurah, Rumia
    Jana, Rajib Lochan
    Khan, Ainuddin
    Xu, Shichao
    Lan, Shuyue
    Dey, Soumyajit
    Zhu, Qi
    PROCEEDINGS OF THE 2021 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2021), 2021, : 72 - 75