Using particle swarm optimization to find optimal sizing of PV-BS and diesel generator
Joint Authors
al-Anbari, Qasim A.
Muhammad, Abbas Q.
Hannun, Rafid Ma'allak
Source
Journal of Engineering and Sustainable Development
Issue
Vol. 25, Issue 3 (30 Jun. 2021), pp.51-59, 9 p.
Publisher
al-Mustansyriah University College of Engineering
Publication Date
2021-06-30
Country of Publication
Iraq
No. of Pages
9
Main Subjects
Topics
Abstract EN
This paper explores the sizing optimization of stand -alone hybrid energy system (HES) in southern Iraq (Thi Qar province) for supply stand-alone households by the electricity.
HES consist of three components (solar cell (PV), diesel generator (DG) and battery storage (BS)).
Particle swarm optimization (PSO) used in this study for find optimal sizing of the HES to minimizing multi-objective, first objective is to minimizing the total system cost (TSC) that lead to minimizing cost of energy (COE).
Second objective is to minimizing total emission CO2 (TECO2).
The constraint of the optimization is the reliability (100 % ) mean continuous provide the load demand by the electricity.
The results of the optimization show the ability the algorithm to minimizing the multi-objective with continuous supply the load by the electricity through life cycle of the project (25) This paper explores the sizing optimization of stand -alone hybrid energy system (HES) in southern Iraq (Thi Qar province) for supply stand-alone households by the electricity.
HES consist of three components (solar cell (PV), diesel generator (DG) and battery storage (BS)).
Particle swarm optimization (PSO) used in this study for find optimal sizing of the HES to minimizing multi-objective, first objective is to minimizing the total system cost (TSC) that lead to minimizing cost of energy (COE).
Second objective is to minimizing total emission CO2 (TECO2).
The constraint of the optimization is the reliability (100 % ) mean continuous provide the load demand by the electricity.
The results of the optimization show the ability the algorithm to minimizing the multi-objective with continuous supply the load by the electricity through life cycle of the project (25) years.
American Psychological Association (APA)
Muhammad, Abbas Q.& al-Anbari, Qasim A.& Hannun, Rafid Ma'allak. 2021. Using particle swarm optimization to find optimal sizing of PV-BS and diesel generator. Journal of Engineering and Sustainable Development،Vol. 25, no. 3, pp.51-59.
https://search.emarefa.net/detail/BIM-1271306
Modern Language Association (MLA)
Muhammad, Abbas Q.…[et al.]. Using particle swarm optimization to find optimal sizing of PV-BS and diesel generator. Journal of Engineering and Sustainable Development Vol. 25, no. 3 (2021), pp.51-59.
https://search.emarefa.net/detail/BIM-1271306
American Medical Association (AMA)
Muhammad, Abbas Q.& al-Anbari, Qasim A.& Hannun, Rafid Ma'allak. Using particle swarm optimization to find optimal sizing of PV-BS and diesel generator. Journal of Engineering and Sustainable Development. 2021. Vol. 25, no. 3, pp.51-59.
https://search.emarefa.net/detail/BIM-1271306
Data Type
Journal Articles
Language
English
Notes
-
Record ID
BIM-1271306