Optimizing methodologies of hybrid renewable energy systems powered reverse osmosis plants
Natasha E. Batista,
Paulo C.M. Carvalho,
Luis M. Fernández-Ramírez and
Arthur P.S. Braga
Renewable and Sustainable Energy Reviews, 2023, vol. 182, issue C
Abstract:
Based on a systematic and bibliometric review, the combined use of Portfolio Theory (PT) and Particle Swarm Optimization (PSO) is proposed for the energy management of a Hybrid Renewable Energy System (HRES) powered reverse osmosis (RO) plant. PT-PSO combined use aims a Multi-Objective Optimization (MOO), decreasing the Drinking Water Cost (DWC) and increasing the system reliability and components lifetime. HRES optimization is crucial to meet the RO demand, considering that the sources intermittence can lead to a reduction of the lifetime of RO membranes and other components. Initially, a systematic and bibliometric review is conduced to identify the strengths and weakness of the existing HRES optimization methodologies. The review reveals that HOMER is the most used software for hybrid plants sizing and optimization; however, HOMER shows some constraints, such as a limited range of the components nominal power and a high computational cost associated with the inclusion of hydrogen production and storage. In contrast, optimization methods based on PSO show a lower computational cost, delivering robust results. Additionally, PSO can be used with other methodologies, such as the PT; traditionally applied in the economy sector to improve investment portfolios, PT recently has been used in the energy sector for wind and solar forecasting; PT use for HRES energy management is innovative.
Keywords: Hybrid renewable energy systems; Reverse osmosis; Optimization; Drinking water (search for similar items in EconPapers)
Date: 2023
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (2)
Downloads: (external link)
http://www.sciencedirect.com/science/article/pii/S1364032123002344
Full text for ScienceDirect subscribers only
Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:eee:rensus:v:182:y:2023:i:c:s1364032123002344
Ordering information: This journal article can be ordered from
http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/bibliographic
http://www.elsevier. ... 600126/bibliographic
DOI: 10.1016/j.rser.2023.113377
Access Statistics for this article
Renewable and Sustainable Energy Reviews is currently edited by L. Kazmerski
More articles in Renewable and Sustainable Energy Reviews from Elsevier
Bibliographic data for series maintained by Catherine Liu ().