Multi-Objective Optimization of a Stand-alone Hybrid PV/wind/battery/diesel Micro-grid

被引:0
|
作者
Omar, Ahmed Shaban [1 ]
Mohamed, Al-Attar Ali [1 ]
Senjyu, Tomonobu [2 ]
Hemeida, A. M. [1 ]
机构
[1] Aswan Univ, Fac Energy Engn, Aswan, Egypt
[2] Univ Ryukyus, Fac Engn, Nishihara, Okinawa, Japan
关键词
Hybrid Micro-grid System; Multi-Objective optimization; Renewable energy; TECHNOECONOMIC OPTIMIZATION; DIFFERENTIAL EVOLUTION; SYSTEM; ALGORITHM; TECHNOLOGY;
D O I
10.1109/cpere45374.2019.8980178
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Renewable energy resources are promising solution to meet the increasing energy demand and corresponding conventional resources depletion. Hybrid Micro-Grid System (HMGS) can utilize all energy resources in a certain location. In this paper, a HMGS consists of PV, wind, and battery integrated with diesel generator is considered. The problem of optimal component sizing is formulated in multi-objective optimization framework considering three objective functions, cost of Electricity (COE), Loss of Power Supply Probability (LPSP), and Renewable Factor (RF). Two planning scenarios, namely PV/wind/battery and PV/wind/battery/diesel, are modeled and used. In the study, the hourly meteorological data for SHLATEEN city in EGYPT is used. The proposed energy management strategy is applied during supplying the load. Then, the results of different three multi-objective optimization algorithms are compared to obtain the most reliable and cost-effective system configuration.
引用
收藏
页码:391 / 396
页数:6
相关论文
共 50 条
  • [31] Modeling and multi-objective optimization of a stand-alone photovoltaic-wind turbine-hydrogen-battery hybrid energy system based on hysteresis band
    Li, Zhe
    Liu, Yuhan
    Du, Mingpu
    Cheng, Yonghong
    Shi, Le
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2023, 48 (22) : 7959 - 7974
  • [32] A Comparative Analysis of Multi-objective Optimization Algorithms for Stand-Alone Hybrid Renewable Energy System
    Husain, Shujaat
    Shrivastava, Nitin Anand
    [J]. 2nd International Conference on Innovative Mechanisms for Industry Applications, ICIMIA 2020 - Conference Proceedings, 2020, : 255 - 260
  • [33] Multi-Objective Sizing Optimization of Hybrid Renewable Energy Microgrid in a Stand-Alone Marine Context
    Zhu, Wenqiang
    Guo, Jiang
    Zhao, Guo
    [J]. ELECTRONICS, 2021, 10 (02) : 1 - 24
  • [34] Sizing of a stand-alone PV-wind-battery-diesel hybrid energy system and optimal combination using a particle swarm optimization algorithm
    El Boujdaini, Latifa
    Mezrhab, Ahmed
    Moussaoui, Mohammed Amine
    Jurado, Francisco
    Vera, David
    [J]. ELECTRICAL ENGINEERING, 2022, 104 (05) : 3339 - 3359
  • [35] Techno-economic optimization of hybrid photovoltaic/wind/diesel/battery generation in a stand-alone power system
    Kaabeche, Abdelhamid
    Ibtiouen, Rachid
    [J]. SOLAR ENERGY, 2014, 103 : 171 - 182
  • [36] Multi-objective evolutionary optimization with genetic algorithm for the design of off-grid PV-wind-battery-diesel system
    Rathish, Rajendran Joseph
    Mahadevan, Krishnan
    Selvaraj, Senthil Kumaran
    Booma, Jayapalan
    [J]. SOFT COMPUTING, 2021, 25 (04) : 3175 - 3194
  • [37] Multi-objective evolutionary optimization with genetic algorithm for the design of off-grid PV-wind-battery-diesel system
    Rajendran Joseph Rathish
    Krishnan Mahadevan
    Senthil Kumaran Selvaraj
    Jayapalan Booma
    [J]. Soft Computing, 2021, 25 : 3175 - 3194
  • [38] A practical multi-objective design approach for optimum exhaust heat recovery from hybrid stand-alone PV-diesel power systems
    Yousefi, Moslem
    Kim, Joong Hoon
    Hooshyar, Danial
    Yousefi, Milad
    Sahari, Khairul Salleh Mohamed
    Ahmad, Rodina Binti
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2017, 142 : 559 - 573
  • [39] Optimization of a stand-alone photovoltaic-wind-diesel-battery system with multi-layered demand scheduling
    Tu, Tu
    Rajarathnam, Gobinath P.
    Vassallo, Anthony M.
    [J]. RENEWABLE ENERGY, 2019, 131 : 333 - 347
  • [40] Hybrid Stand-Alone Power Supply Using PEMFC, PV and Battery - Modelling and Optimization
    Lagorse, Jeremy
    Paire, Damien
    Miraoui, Abdellatif
    [J]. 2009 INTERNATIONAL CONFERENCE ON CLEAN ELECTRICAL POWER (ICCEP 2009), VOLS 1 AND 2, 2009, : 135 - 140