A study on optimal operation of microgrid considering the probabilistic characteristics of renewable energy generation and emissions trading scheme

被引:0
作者
机构
[1] Dept. of Electrical Engineering, Incheon National University
来源
Lee, B.H. (bhlee@incheon.ac.kr) | 1600年 / Korean Institute of Electrical Engineers卷 / 63期
关键词
CHP; CO2; Emissions trading scheme; Microgrid; Monte-Carlo method; Optimal operation; PV; Wind power;
D O I
10.5370/KIEE.2014.63.1.018
中图分类号
学科分类号
摘要
A microgrid can play a significant role for enlargement of renewable energy sources and emission reduction because it is a network of small, distributed electrical power generators operated as a collective unit. In this paper, an application of optimization method to economical operation of a microgrid is studied. The microgrid to be studied here is composed of distributed generation system(DGS), battery systems and loads. The distributed generation systems include combined heat and power(CHP) and small generators such as diesel generators and the renewable energy generators such as photovoltaic(PV) systems, wind power systems. Both of thermal loads and electrical loads are included here as loads. Also the emissions trading scheme to be applied in near future, the cost of unit start-up and the operational characteristics of battery systems are considered as well as the probabilistic characteristics of the renewable energy generation and load. A mathematical equation for optimal operation of this system is modeled based on the mixed integer programming. It is shown that this optimization methodology can be effectively used for economical operation of a microgrid by the case studies.
引用
收藏
页码:18 / 26
页数:8
相关论文
共 50 条
  • [31] A Multicriteria Optimal Operation Framework for a Data Center Microgrid Considering Renewable Energy and Waste Heat Recovery: Use of Balanced Decision Making
    Li, Yuanzheng
    Huang, Jingjing
    Liu, Yun
    Wang, Hao
    Wang, Yongzhen
    Ai, Xiaomeng
    IEEE INDUSTRY APPLICATIONS MAGAZINE, 2023, 29 (04) : 23 - 38
  • [32] Research on Economic Operation Strategy of CHP Microgrid Considering Renewable Energy Sources and Integrated Energy Demand Response
    Dong, Jun
    Nie, Shilin
    Huang, Hui
    Yang, Peiwen
    Fu, Anyuan
    Lin, Jin
    SUSTAINABILITY, 2019, 11 (18)
  • [33] Optimal management algorithm of microgrid connected to the distribution network considering renewable energy system uncertainties
    Dashtaki, Amir Ali
    Hakimi, Seyed Mehdi
    Hasankhani, Arezoo
    Derakhshani, Ghasem
    Abdi, Babak
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2023, 145
  • [34] Probabilistic optimal power dispatch in a droop controlled islanded microgrid in presence of renewable energy sources and PHEV load demand
    Roy, Nibir Baran
    Das, Debapriya
    RENEWABLE ENERGY FOCUS, 2023, 45 : 93 - 122
  • [35] Optimal Energy Management for Microgrids Considering Uncertainties in Renewable Energy Generation and Load Demand
    Wu, Haotian
    Li, Hang
    Gu, Xueping
    PROCESSES, 2020, 8 (09)
  • [36] Optimal sizing of renewable energy systems in a Microgrid considering electricity market interaction and reliability analysis
    Hakimi, Seyed Mehdi
    Hasankhani, Arezoo
    Shafie-khah, Miadreza
    Lotfi, Mohamed
    Catalao, Joao P. S.
    ELECTRIC POWER SYSTEMS RESEARCH, 2022, 203
  • [37] Near Optimal Control for Microgrid Energy Systems Considering Battery Lifetime Characteristics
    Das, Avijit
    Ni, Zhen
    Zhong, Xiangnan
    PROCEEDINGS OF 2016 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2016,
  • [38] Optimal design and energy management in isolated renewable sources based microgrid considering excess energy and reliability aspects
    Yadav, Subhash
    Kumar, Pradeep
    Kumar, Ashwani
    JOURNAL OF ENERGY STORAGE, 2024, 103
  • [39] Study on the operation optimization of an isolated island microgrid with renewable energy layout planning
    Obara, Shin'ya
    Sato, Katsuaki
    Utsugi, Yuta
    ENERGY, 2018, 161 : 1211 - 1225
  • [40] Multi-objective optimal scheduling of a microgrid with uncertainties of renewable power generation considering user satisfaction
    Chen, Haipeng
    Gao, Lin
    Zhang, Zhong
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 131