Abstract
This study explores the renewable energy sources (RESs) integration for sustainable water desalination in remote zones. It presents an isolated hybrid renewable energy system (IHRES) optimized through a novel metaheuristic called quadratic interpolation optimization (QIO). The system includes wind turbines (WTs), solar photovoltaic (PV), batteries, and a diesel generator (DG). This design aims to deliver unremitting power for both electrical load and a reverse osmosis desalination plant (RODP), ensuring system resilience against RESs intermittency while enhancing sustainability and freshwater production. The QIO algorithm addresses multi-objective optimization challenges, focusing on minimizing the cost of energy (COE), enhancing the loss of power supply possibility (LPSP), and reducing excess energy within established constraints. The proposed system is optimized for a coastal residential community in Yanbu, Saudi Arabia. To safeguard the stability, accuracy, and robustness of the proposed QIO technique, rigorous statistical validation is performed, demonstrating its effectiveness in solving the optimization problem. Moreover, the study includes a detailed comparative analysis with other established algorithms, such as whale optimizer algorithm (WOA) and grey wolf optimizer (GWO). This comparative study assesses the impact of reliability indices on the optimal IHRES sizing, highlighting that the QIO algorithm excels in identifying the most efficient system to be the most cost-effective and eco-friendly choice.
| Original language | English |
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| Title of host publication | 2024 IEEE Sustainable Power and Energy Conference, iSPEC 2024 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 356-361 |
| Number of pages | 6 |
| ISBN (Electronic) | 9798350395075 |
| DOIs | |
| State | Published - 2024 |
| Event | 2024 IEEE Sustainable Power and Energy Conference, iSPEC 2024 - Kuching, Malaysia Duration: 24 Nov 2024 → 27 Nov 2024 |
Publication series
| Name | 2024 IEEE Sustainable Power and Energy Conference, iSPEC 2024 |
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Conference
| Conference | 2024 IEEE Sustainable Power and Energy Conference, iSPEC 2024 |
|---|---|
| Country/Territory | Malaysia |
| City | Kuching |
| Period | 24/11/24 → 27/11/24 |
Bibliographical note
Publisher Copyright:© 2024 IEEE.
Keywords
- Renewable energy
- Sustainable desalination
- cost optimization
- loss of power supply possibility
- quadratic interpolation optimization
ASJC Scopus subject areas
- Transportation
- Renewable Energy, Sustainability and the Environment
- Electrical and Electronic Engineering
- Control and Optimization
- Modeling and Simulation
- Energy Engineering and Power Technology