气候变化领域集成服务门户(CCPortal): Optimal Sizing of Stand Alone Hybrid Renewable Energy System with Load Shifting

CCPortal

DOI	10.1080/15567036.2020.1831107
	Optimal Sizing of Stand Alone Hybrid Renewable Energy System with Load Shifting
	Kumar S.; Kaur T.; Upadhyay S.; Sharma V.; Vatsal D.
发表日期	2020
ISSN	15567036
英文摘要	In the present study, a model is proposed for the sizing optimization of a hybrid renewable energy system (HRES) based on local resource assessment and demand side management (DSM). It involves resource estimation for both micro hydro and solar photovoltaic systems. The sizing optimization of the HRES with or without load shifting based DSM is carried out using PSO (particle swarm optimization) and BBO (biogeography-based optimization) techniques. The purpose of DSM is to reduce the peak hourly power consumption. The cycle charging dispatch strategy has been used for sizing optimization of HRES. A comparative analysis has been made for PSO and BBO algorithms, by keeping energy index ratio at 1. Based on demand side management, the cost of energy, net present cost, renewable fraction, and emissions of carbon dioxide from diesel generators are also calculated. The results show that HRES with diesel generator (DG) of (10 kW), solar photovoltaic system (SPV) of (0.3 kW), and batteries of (300 Ah) each are most cost effective in the present scenario. This HRES combination consists of 4 units of DGs, 184 units SPV, and 44 units battery possesses 95.31% of renewable fraction during load shifting process with BBO algorithm. Finally, the proposed, model is validated with HOMER. © 2020 Taylor & Francis Group, LLC.
英文关键词	CO2; hybrid energy system; load shifting; optimization; Renewable energy
scopus关键词	Carbon dioxide; Carbon dioxide process; Cost effectiveness; Demand side management; Diesel engines; Electric utilities; Heuristic algorithms; Hydroelectric generators; Photovoltaic cells; Renewable energy resources; Secondary batteries; Solar equipment; Biogeography-based optimizations; Comparative analysis; Hybrid Renewable Energy System (HRES); Hybrid renewable energy systems; PSO(particle swarm optimization); Resource estimation; Sizing optimization; Solar photovoltaic system; Particle swarm optimization (PSO)
来源期刊	Energy Sources, Part A: Recovery, Utilization and Environmental Effects
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/177019
作者单位	Electrical Engineering Department, NIT Jalandhar, Jalandhar, India; Electrical Engineering Department, PEC, Deemed to Be University, Chandigarh, India; Electrical Engineering Department, Dayalbagh Educational Institute, Agra, India
推荐引用方式 GB/T 7714	Kumar S.,Kaur T.,Upadhyay S.,et al. Optimal Sizing of Stand Alone Hybrid Renewable Energy System with Load Shifting[J],2020.
APA	Kumar S.,Kaur T.,Upadhyay S.,Sharma V.,&Vatsal D..(2020).Optimal Sizing of Stand Alone Hybrid Renewable Energy System with Load Shifting.Energy Sources, Part A: Recovery, Utilization and Environmental Effects.
MLA	Kumar S.,et al."Optimal Sizing of Stand Alone Hybrid Renewable Energy System with Load Shifting".Energy Sources, Part A: Recovery, Utilization and Environmental Effects (2020).