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
来源
TECHNOLOGIES AND MATERIALS FOR RENEWABLE ENERGY, ENVIRONMENT AND SUSTAINABILITY (TMREES14 - EUMISD) | 2014年 / 50卷
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] Online Optimization in Power Systems With High Penetration of Renewable Generation: Advances and Prospects
    Wang, Zhaojian
    Wei, Wei
    Pang, John Zhen Fu
    Liu, Feng
    Yang, Bo
    Guan, Xinping
    Mei, Shengwei
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2023, 10 (04) : 839 - 858
  • [3] OPTIMIZATION OF SOLAR-GAS ENERGY SYSTEM CONSIDERING GRID RENEWABLE ENERGY POWER PENETRATION RATES
    Han J.
    Cheng T.
    Xu J.
    Wang F.
    Wang J.
    Lund P.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2023, 44 (07): : 80 - 87
  • [4] Cost-Efficient Strategy for High Renewable Energy Penetration in Isolated Power Systems
    Semshchikov, Evgenii
    Negnevitsky, Michael
    Hamilton, James
    Wang, Xiaolin
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2020, 35 (05) : 3719 - 3728
  • [5] Multiobjective optimization techniques applied to modern power systems
    Berizzi, A
    Bovo, C
    Innorta, M
    Marannino, P
    2001 IEEE POWER ENGINEERING SOCIETY WINTER MEETING, CONFERENCE PROCEEDINGS, VOLS 1-3, 2001, : 1503 - 1508
  • [6] MULTIOBJECTIVE OPTIMIZATION IN REACTIVE POWER COMPENSATION
    Palau, Iliana Antonia G.
    Ramirez, Secundino M.
    Balabanov, Mikhail S.
    Lobaina, Aristides L.
    Ellis, Daniel M.
    BULLETIN OF THE TOMSK POLYTECHNIC UNIVERSITY-GEO ASSETS ENGINEERING, 2018, 329 (12): : 94 - 103
  • [7] Reactive power optimization of a distribution network with high-penetration of wind and solar renewable energy and electric vehicles
    Biao Xu
    Guiyuan Zhang
    Ke Li
    Bing Li
    Hongyuan Chi
    Yao Yao
    Zhun Fan
    Protection and Control of Modern Power Systems, 2022, 7
  • [8] Reactive power optimization of a distribution network with high-penetration of wind and solar renewable energy and electric vehicles
    Xu, Biao
    Zhang, Guiyuan
    Li, Ke
    Li, Bing
    Chi, Hongyuan
    Yao, Yao
    Fan, Zhun
    PROTECTION AND CONTROL OF MODERN POWER SYSTEMS, 2022, 7 (01)
  • [9] Multiobjective optimization of compensation networks for wireless power transfer systems
    Bertoluzzo, Manuele
    Di Barba, Paolo
    Forzan, Michele
    Mognaschi, Maria Evelina
    Sieni, Elisabetta
    COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2022, 41 (02) : 674 - 689
  • [10] Power management and sizing optimisation of renewable energy hydrogen production systems
    Human, G.
    van Schoor, G.
    Uren, K. R.
    SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2019, 31 : 155 - 166