Optimization of micro-grid system using MOPSO

被引:325
作者
Borhanazad, Hanieh [1 ]
Mekhilef, Saad [1 ]
Ganapathy, Velappa Gounder [2 ]
Modiri-Delshad, Mostafa [1 ,3 ]
Mirtaheri, Ali [4 ]
机构
[1] Univ Malaya, Dept Elect Engn, Power Elect & Renewable Energy Res Lab PEARL, Kuala Lumpur, Malaysia
[2] SRM Univ, Dept IT, Fac Engn & Technol, Madras 603203, Tamil Nadu, India
[3] Wisma R&D UM, UMPEDAC, Kuala Lumpur 59990, Malaysia
[4] Univ Malaya, Dept Engn Design & Manufacture, Kuala Lumpur 50603, Malaysia
关键词
Hybrid system; PV; Wind; Renewable energy; Particle swarm optimization; Multiobjective; PARTICLE SWARM OPTIMIZATION; RENEWABLE ENERGY-SYSTEMS; HYBRID POWER-SYSTEM; OPTIMAL-DESIGN; WIND ENERGY; METHODOLOGY; STATISTICS; MANAGEMENT; STORAGE;
D O I
10.1016/j.renene.2014.05.006
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Access to a reliable source of electricity is a basic need for any community as it can improve the living standards characterized via the improvement of healthcare, education, and the local economy at large. There are two key factors to consider when assessing the appropriateness of a micro-grid system, the cost-effectiveness of the system and the quality of service. The tradeoff between cost and reliability of the system is a major compromise in designing hybrid systems. In this way, optimization of a Hybrid Micro-Grid System (HMGS) is investigated. A hybrid wind/PV system with battery storage and diesel generator is used for this purpose. The power management algorithm is applied to the load, and the Multi-Objective Particle Swarm Optimization (MOPSO) method is used to find the best configuration of the system and for sizing the components. A set of recent hourly wind speed data from three meteorological stations in Iran, namely: Nahavand, Rafsanjan, and Khash, are selected and tested for the optimization of HMGS. Despite design complexity of the aforementioned systems, the results show that the MOPSO optimization model produces appropriate sizing of the components for each location. It is also suggested that the use of HMGS can be considered as a good alternative to promote electrification projects and enhance energy access within remote Iranian areas or other developing countries enjoying the same or similar climatic conditions. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:295 / 306
页数:12
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