Optimization and comparative analysis of hybrid renewable energy systems for sustainable and clean energy production in rural Cameroon considering the loss of power supply probability concept
{"title":"Optimization and comparative analysis of hybrid renewable energy systems for sustainable and clean energy production in rural Cameroon considering the loss of power supply probability concept","authors":"Yemeli Wenceslas Koholé , Clint Ameri Wankouo Ngouleu , Fodoup Cyrille Vincelas Fohagui , Ghislain Tchuen","doi":"10.1016/j.ecmx.2024.100829","DOIUrl":null,"url":null,"abstract":"<div><div>This study investigates a hybrid photovoltaic (PV) / wind turbine system integrated with thermal energy storage (TES) and pumped-hydro energy storage (PHES) as a sustainable and reliable power solution for remote areas. The optimization of PV/Wind/TES and PV/Wind/PHES systems is performed for a commercial building in Kousseri, Cameroon, focusing on minimizing the system’s net present cost (NPC) while meeting the load demand. Three <em>meta</em>-heuristic algorithms namely, the water evaporation optimization, Cuckoo Search Algorithm (CSA), and teaching–learning-based optimization are applied, and the results are compared in terms of NPC, excess energy fraction, electricity demand fulfillment, and CO<sub>2</sub> emission reduction. System reliability is assessed using the maximum allowable loss of power supply probability, with values set at 0%, 2%, 5%, and 10%. The results indicate that the CSA algorithm outperforms the others, with the PV/Wind/TES configuration being the most cost-effective, followed by PV/TES, Wind/TES, PV/Wind/PHES, PV/PHES, and Wind/PHES systems. Additionally, the Wind/PHES system is identified as the most reliable and efficient in reducing CO<sub>2</sub> emissions, making it a superior alternative to conventional fossil fuel-based power plants.</div></div>","PeriodicalId":37131,"journal":{"name":"Energy Conversion and Management-X","volume":"25 ","pages":"Article 100829"},"PeriodicalIF":7.1000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy Conversion and Management-X","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2590174524003076","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0
Abstract
This study investigates a hybrid photovoltaic (PV) / wind turbine system integrated with thermal energy storage (TES) and pumped-hydro energy storage (PHES) as a sustainable and reliable power solution for remote areas. The optimization of PV/Wind/TES and PV/Wind/PHES systems is performed for a commercial building in Kousseri, Cameroon, focusing on minimizing the system’s net present cost (NPC) while meeting the load demand. Three meta-heuristic algorithms namely, the water evaporation optimization, Cuckoo Search Algorithm (CSA), and teaching–learning-based optimization are applied, and the results are compared in terms of NPC, excess energy fraction, electricity demand fulfillment, and CO2 emission reduction. System reliability is assessed using the maximum allowable loss of power supply probability, with values set at 0%, 2%, 5%, and 10%. The results indicate that the CSA algorithm outperforms the others, with the PV/Wind/TES configuration being the most cost-effective, followed by PV/TES, Wind/TES, PV/Wind/PHES, PV/PHES, and Wind/PHES systems. Additionally, the Wind/PHES system is identified as the most reliable and efficient in reducing CO2 emissions, making it a superior alternative to conventional fossil fuel-based power plants.
期刊介绍:
Energy Conversion and Management: X is the open access extension of the reputable journal Energy Conversion and Management, serving as a platform for interdisciplinary research on a wide array of critical energy subjects. The journal is dedicated to publishing original contributions and in-depth technical review articles that present groundbreaking research on topics spanning energy generation, utilization, conversion, storage, transmission, conservation, management, and sustainability.
The scope of Energy Conversion and Management: X encompasses various forms of energy, including mechanical, thermal, nuclear, chemical, electromagnetic, magnetic, and electric energy. It addresses all known energy resources, highlighting both conventional sources like fossil fuels and nuclear power, as well as renewable resources such as solar, biomass, hydro, wind, geothermal, and ocean energy.