Hybrid AC/DC Microgrid Energy Management Based on Renewable Energy Sources Forecasting

被引：0
|
作者：
Yuan, Baolei [1 ]
Chen, Alian [1 ]
Du, Chunshui [1 ]
Zhang, Chenghui [1 ]
机构：
[1] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Shandong, Peoples R China
来源：
PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017) | 2017年
基金：
中国国家自然科学基金;
关键词：
Hybrid AC/DC microgrid; Renewable energy sources forecasting; Energy management;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Energy management is the core of economical and efficient operation for hybrid AC/DC microgrid. In this paper, renewable energy sources are forecast by using BP neural network based on modified particle swarm optimization (MPSO-BP). Compared with traditional algorithm, the modified algorithm performs better in both search ability and speed. After forecasting, with the objectives of minimum total cost and minimum power loss, the optimal model is built. The output is optimized through coordinating all kinds of DGs. The simulation results verified the effectiveness of the proposed model in multi-objective optimization of hybrid microgrid. Through the energy management dispatch, the hybrid microgrid could realize the optimized operation level.
引用
收藏
页码：2870 / 2875
页数：6
相关论文
共 50 条
  • [1] Belbic frequency control of provisional microgrid with hybrid AC/DC microgrid and renewable energy sources
    Gu, Yan
    Sun, Jianhua
    Poloei, Hesam
    [J]. AUTOMATIKA, 2024, 65 (03) : 1079 - 1087
  • [2] Energy management of distributed renewable energy sources for residential DC microgrid applications
    Kathiresan, Jayanthi
    Natarajan, Senthil Kumar
    Jothimani, Gnanavadivel
    [J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2020, 30 (03):
  • [3] Energy Management for Smart GDS with Hybrid AC/DC Microgrid and Renewable Energy: SCO-GBDT Approach
    Amala Manuela, A.
    Gnana Saravanan, A.
    [J]. IETE JOURNAL OF RESEARCH, 2024,
  • [4] Multi-objective optimization and energy management in renewable based AC/DC microgrid
    Indragandhi, V
    Logesh, R.
    Subramaniyaswamy, V
    Vijayakumar, V.
    Siarry, Patrick
    Uden, Lorna
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2018, 70 : 179 - 198
  • [5] Renewable Based DC Microgrid with Energy Management System
    Tank, Ishwari
    Mali, Shrikant
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, INFORMATICS, COMMUNICATION AND ENERGY SYSTEMS (SPICES), 2015,
  • [6] Distributed Energy Management for Hybrid AC/DC Microgrid Parks
    Zhao, Tianyang
    Xiao, Jianfang
    Koh, Leong Hai
    Xu, Qianwen
    Wang, Peng
    [J]. 2018 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2018,
  • [7] Energy Management of Hybrid DC and AC Bus Linked Microgrid
    Bo, Dong
    Li, Yongdong
    Zheng, Zedong
    [J]. IEEE PEDG 2010: THE 2ND INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS FOR DISTRIBUTED GENERATION SYSTEMS, 2010, : 713 - 716
  • [8] A Hybrid AC/DC Microgrid Energy Management Strategy Based on Neural Network
    Sun, Cuiqing
    Lei, Mingyu
    Xu, XiangYang
    Wang, Yibo
    Dou, Wei
    [J]. PROCEEDINGS OF THE 15TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2020), 2020, : 1955 - 1961
  • [9] Control of Hybrid AC/DC Microgrid Involving Energy Storage, Renewable Energy and Pulsed Loads
    Ma, Tan
    Cintuglu, Mehmet Hazar
    Mohammed, Osama
    [J]. 2015 51ST IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING, 2015,
  • [10] Hybrid Microgrid in Islanded Operation Based on Renewable Energy Sources
    Abbasi, Mojtaba
    Garganeev, Alexander G.
    [J]. 2018 19TH INTERNATIONAL CONFERENCE OF YOUNG SPECIALISTS ON MICRO/NANOTECHNOLOGIES AND ELECTRON DEVICES (EDM 2018), 2018, : 555 - 559
12345