干旱区生态环境知识资源中心(Arid): An optimal arrangement for photovoltaic/diesel/battery management system applying Crow Search Algorithm: a case of Namib Desert

Arid

DOI	10.1080/01430750.2021.1909130
	An optimal arrangement for photovoltaic/diesel/battery management system applying Crow Search Algorithm: a case of Namib Desert
	Chen, Liang; Wang, Si; Yousefi, Nasser
通讯作者	Chen, L (corresponding author), Jiangxi Univ Sci & Technol, Coll Appl Sci, Ganzhou, Peoples R China.
来源期刊	INTERNATIONAL JOURNAL OF AMBIENT ENERGY
ISSN	0143-0750
EISSN	2162-8246
出版年	2021
英文摘要	Renewable energy sources play a crucial role in energy production due to the rapidly declining and depletion of conventional energy sources. Solar energy is one of the main sources that have the potential to deal with energy crises to some extent. However, this resource is not very reliable due to its unpredictable nature, while the use of it along with the battery system and diesel system seems to be complementary, more reliable, and cost-effective. This leads this study to propose an optimal hybrid system to provide energy load demand of a rural area in the Namib Desert. The idea is to minimise the CO2 emissions value, the yearly expense of the system, and the loss of load probability (LOLP). The epsilon-constraint technique along with an enhanced version of the Crow Search Algorithm (CSA) method is opposed to minimisation. After algorithm validation, the optimised system is compared with two methods, HOMER and PSO-based methods from the literature to indicate the effectiveness of the method. The results showed that based on the suggested MCSA, the minimum value of Co-2 emissions, 1728 kg/yr with 23,795 kWh/yr total production has been achieved. Also, it is declared that the proposed method gives the minimum fuel consumption with 770 L/yr that show the superiority of the proposed method toward others.
英文关键词	Namib Desert multi-criteria optimisation hybrid sustainable energy system epsilon-constraint modified Crow Search Algorithm sensitivity analysis
类型	Article ; Early Access
语种	英语
收录类别	ESCI
WOS记录号	WOS:000654115400001
WOS关键词	HYBRID ENERGY SYSTEM ; OPTIMIZATION ALGORITHM ; CHAOS OPTIMIZATION ; FEATURE-SELECTION ; FORECAST ENGINE ; COST ; PREDICTION ; OPERATION ; VARIABLES ; DESIGN
WOS类目	Energy & Fuels
WOS研究方向	Energy & Fuels
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/353018
作者单位	[Chen, Liang; Wang, Si] Jiangxi Univ Sci & Technol, Coll Appl Sci, Ganzhou, Peoples R China; [Yousefi, Nasser] Islamic Azad Univ, Sci & Res Branch, Tehran, Iran
推荐引用方式 GB/T 7714	Chen, Liang,Wang, Si,Yousefi, Nasser. An optimal arrangement for photovoltaic/diesel/battery management system applying Crow Search Algorithm: a case of Namib Desert[J],2021.
APA	Chen, Liang,Wang, Si,&Yousefi, Nasser.(2021).An optimal arrangement for photovoltaic/diesel/battery management system applying Crow Search Algorithm: a case of Namib Desert.INTERNATIONAL JOURNAL OF AMBIENT ENERGY.
MLA	Chen, Liang,et al."An optimal arrangement for photovoltaic/diesel/battery management system applying Crow Search Algorithm: a case of Namib Desert".INTERNATIONAL JOURNAL OF AMBIENT ENERGY (2021).