Multiobjective Optimization of Renewable Energy Penetration Rate in Power Systems

被引:24
|
作者
Bilil, Hasnae [1 ]
Aniba, Ghassane [1 ]
Maaroufi, Mohamed [1 ]
机构
[1] Mohammed V Agdal Univ, EMI, Rabat, Morocco
关键词
Renewable Energy Cost; Power System Reliability; multiobjective Optimization; Evolutionary Algorithms; NSGA-II;
D O I
10.1016/j.egypro.2014.06.044
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
Nowadays, multi-source systems based on renewable energy technologies become the key to a sustainable energy supply infrastructure against the rising cost and the pollutant nature of fossil primary energy used in conventional power plant. However, the cost of renewable energy technologies and the reliability of a multi-sources generation system are generally conflicting with each other. This paper presents a multiobjective formulation to allow optimizing simultaneously both the annualized renewable energy cost the system reliability defined as the renewable energy load disparity (RELD). This later takes into account the lack of energy as well as the exceed weighted by a penalty factor. The optimization is reach by acting on the penetration rate of each type of renewable generation technologies in order to satisfy a certain load curve. In order to solve this problem, this work suggests to use the fast and elitist multiobjective genetic algorithm: NSGA-II. A case study shows that the use of diversified resources allows to handle the RELD and to decrease the exceed renewable energy (RERE) and load energy notsupplied (LENS). (C) 2014 Elsevier Ltd.
引用
收藏
页码:368 / 375
页数:8
相关论文
共 50 条
  • [1] Impact of renewable energy penetration in power systems on the optimization and operation of regional distributed energy systems
    Jin, Baohong
    ENERGY, 2023, 273
  • [2] A Multiobjective Optimization Model for the Design of Hybrid Renewable Energy Systems
    Pereira, M.
    Rego, E.
    Nagano, M.
    IEEE LATIN AMERICA TRANSACTIONS, 2018, 16 (12) : 2925 - 2933
  • [3] Optimization of Renewable Energy Hybrid Power Systems Under Different Penetration and Grid Tariffs
    Ozturk, Zafer
    Demirci, Alpaslan
    JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, 2023, 26 (03): : 1267 - +
  • [4] Resilience Enhancement of Renewable Energy High Penetration Power Systems
    Liu, Dong
    Li, Fan
    Xue, Yawei
    Liang, Hanging
    Zhang, Kexin
    Si, Yuan
    Hu, Tianyu
    2024 THE 8TH INTERNATIONAL CONFERENCE ON GREEN ENERGY AND APPLICATIONS, ICGEA 2024, 2024, : 217 - 222
  • [5] Impact of renewable energy penetration rate on power system frequency stability
    Qin, Boyu
    Wang, Mingjie
    Zhang, Gang
    Zhang, Zhe
    ENERGY REPORTS, 2022, 8 : 997 - 1003
  • [6] Multiobjective Optimization Dispatch for Microgrids With a High Penetration of Renewable Generation
    Ross, Michael
    Abbey, Chad
    Bouffard, Francois
    Joos, Geza
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2015, 6 (04) : 1306 - 1314
  • [7] Modeling and Optimization of Integrated Energy System for Renewable Power Penetration considering Carbon and Pollutant Reduction Systems
    Zhang, Guangming
    Xie, Peiran
    Huang, Shuhao
    Chen, Zhenyu
    Du, Ming
    Tang, Ningning
    Niu, Yuguang
    Hong, Feng
    FRONTIERS IN ENERGY RESEARCH, 2021, 9
  • [8] Modal interaction of power systems with high penetration of renewable energy and BES systems
    Setiadi, Herlambang
    Krismanto, Awan Uji
    Mithulananthan, N.
    Hossain, M. J.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 97 : 385 - 395
  • [9] Optimization of hybrid renewable energy power systems: A review
    Binayak Bhandari
    Kyung-Tae Lee
    Gil-Yong Lee
    Young-Man Cho
    Sung-Hoon Ahn
    International Journal of Precision Engineering and Manufacturing-Green Technology, 2015, 2 : 99 - 112
  • [10] OPTIMIZATION OF RENEWABLE ENERGY POWER SYSTEMS FOR REMOTE COMMUNITIES
    Freire-Gormaly, M.
    Bilton, A. M.
    INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2015, VOL 2A, 2016,