Multi-objective optimization of a photovoltaic/wind/diesel pumping system with water tank in the Adrar region

Irrigating the remote regions of southern Algeria, which generally use diesel generators, with clean, environmentally-friendly energy is a challenge. Taking into account the solar and wind potential of the Adrar region, a renewable system using both sources seems more cost-effective. The realization of hybrid renewable energy systems takes into account several technical, economic and environmental aspects. This study consists in finding an efficient and adequate energy supply for the irrigation of one hectare of date palm in the Adrar region. It proposes a mathematical modelling for the given problem in different possible models, for this, we used the basic concepts of multi-objective optimization (bi-objective), and the adaptation of the concept of genetic algorithms to find solutions. The theoretical foundations discussed in this research have enabled us to design and implement a software that optimizes the hybrid pumping system used for the irrigation of date palms by minimizing the total cost and reducing CO2 emissions produced by the diesel group.

Authors

Institutions

Publication Details

Journal
Journal of Renewable Energies
Published
2024-09-18
DOI
https://doi.org/10.54966/jreen.v1i1.1252
Citations
2
Primary Topic
Hybrid Renewable Energy Systems
Type
article
Field-Weighted Citation Impact
0.34
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multi-objective optimization of a photovoltaic/wind/diesel pumping system with water tank in the Adrar region

Yahia Bakelli, Abdelhamid Kaabeche, Amina Bakelli, Sihem Hamache
2 citations
Journal of Renewable Energies
Hybrid Renewable Energy Systems
0.34
article

Multi-objective optimization of a photovoltaic/wind/diesel pumping system with water tank in the Adrar region

Yahia Bakelli, Abdelhamid Kaabeche, Amina Bakelli, Sihem Hamache
article en
2 citations

Abstract

Irrigating the remote regions of southern Algeria, which generally use diesel generators, with clean, environmentally-friendly energy is a challenge. Taking into account the solar and wind potential of the Adrar region, a renewable system using both sources seems more cost-effective. The realization of hybrid renewable energy systems takes into account several technical, economic and environmental aspects. This study consists in finding an efficient and adequate energy supply for the irrigation of one hectare of date palm in the Adrar region. It proposes a mathematical modelling for the given problem in different possible models, for this, we used the basic concepts of multi-objective optimization (bi-objective), and the adaptation of the concept of genetic algorithms to find solutions. The theoretical foundations discussed in this research have enabled us to design and implement a software that optimizes the hybrid pumping system used for the irrigation of date palms by minimizing the total cost and reducing CO2 emissions produced by the diesel group.

Journal of Renewable Energies
University of Sciences and Technology Houari Boumediene (DZ), Renewable Energy Development Center (DZ)
Openalex Percentile: Top 35%
Hybrid Renewable Energy Systems
0.34
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.