Shek Rahman , Zafar Said , Salah Issa , Mamdouh El Haj Assad , Prabhakar Sharma , Ahmed Amine Hachicha
{"title":"使用 Al2O3/ 水纳米流体的真空管太阳能集热器性能评估:阿联酋的实验、建模、生命周期和成本分析","authors":"Shek Rahman , Zafar Said , Salah Issa , Mamdouh El Haj Assad , Prabhakar Sharma , Ahmed Amine Hachicha","doi":"10.1016/j.seta.2025.104261","DOIUrl":null,"url":null,"abstract":"<div><div>This study investigates the performance improvement of an evacuated tube solar collector (ETSC) using Al<sub>2</sub>O<sub>3</sub>/water nanofluids, focusing on energy, exergy, and economic aspects. The thermophysical properties of Al<sub>2</sub>O<sub>3</sub>/water nanofluids, including density, specific heat capacity, and thermal conductivity, were experimentally determined, with stability validated through zeta potential analysis. Two volume fractions (0.05% and 0.3%) were tested at flow rates of 1, 2, and 3 LPM under varying solar irradiance. The nanofluids significantly improved thermal performance, with the highest thermal and exergy efficiencies of 68% and 30.76%, respectively, achieved using 0.05% Al<sub>2</sub>O<sub>3</sub>/water nanofluid at 3 LPM. A comparison is also conducted between the proposed system and previously published literature using TiO₂/H₂O nanofluid. Results suggest that Al<sub>2</sub>O<sub>3</sub>/H<sub>2</sub>O nanofluids demonstrated 5.32% greater thermal efficiency as well as weight and cost reduction of about 85.5% and 69.15%, respectively at a lower volume fraction over TiO<sub>2</sub>/H<sub>2</sub>O nanofluid. A life cycle analysis, including energy requirement, CO<sub>2</sub> emissions, and 20-year investment, is conducted to assess the system’s environmental and economic feasibility. Life cycle analysis revealed a significant reduction in CO<sub>2</sub> emissions and total costs for the solar-powered system. Furthermore, predictive modeling using CatBoost and AdaBoost achieved high accuracy, with CatBoost emerging as the superior model for generalization and prognostic efficiency. This work underscores the potential of Al<sub>2</sub>O<sub>3</sub>/water nanofluids for sustainable and cost-effective solar thermal applications.</div></div>","PeriodicalId":56019,"journal":{"name":"Sustainable Energy Technologies and Assessments","volume":"76 ","pages":"Article 104261"},"PeriodicalIF":7.1000,"publicationDate":"2025-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Performance evaluation of evacuated tube solar collector using Al2O3/water nanofluid: Experiment, modelling, life cycle and cost analysis in the UAE context\",\"authors\":\"Shek Rahman , Zafar Said , Salah Issa , Mamdouh El Haj Assad , Prabhakar Sharma , Ahmed Amine Hachicha\",\"doi\":\"10.1016/j.seta.2025.104261\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study investigates the performance improvement of an evacuated tube solar collector (ETSC) using Al<sub>2</sub>O<sub>3</sub>/water nanofluids, focusing on energy, exergy, and economic aspects. The thermophysical properties of Al<sub>2</sub>O<sub>3</sub>/water nanofluids, including density, specific heat capacity, and thermal conductivity, were experimentally determined, with stability validated through zeta potential analysis. Two volume fractions (0.05% and 0.3%) were tested at flow rates of 1, 2, and 3 LPM under varying solar irradiance. The nanofluids significantly improved thermal performance, with the highest thermal and exergy efficiencies of 68% and 30.76%, respectively, achieved using 0.05% Al<sub>2</sub>O<sub>3</sub>/water nanofluid at 3 LPM. A comparison is also conducted between the proposed system and previously published literature using TiO₂/H₂O nanofluid. Results suggest that Al<sub>2</sub>O<sub>3</sub>/H<sub>2</sub>O nanofluids demonstrated 5.32% greater thermal efficiency as well as weight and cost reduction of about 85.5% and 69.15%, respectively at a lower volume fraction over TiO<sub>2</sub>/H<sub>2</sub>O nanofluid. A life cycle analysis, including energy requirement, CO<sub>2</sub> emissions, and 20-year investment, is conducted to assess the system’s environmental and economic feasibility. Life cycle analysis revealed a significant reduction in CO<sub>2</sub> emissions and total costs for the solar-powered system. Furthermore, predictive modeling using CatBoost and AdaBoost achieved high accuracy, with CatBoost emerging as the superior model for generalization and prognostic efficiency. This work underscores the potential of Al<sub>2</sub>O<sub>3</sub>/water nanofluids for sustainable and cost-effective solar thermal applications.</div></div>\",\"PeriodicalId\":56019,\"journal\":{\"name\":\"Sustainable Energy Technologies and Assessments\",\"volume\":\"76 \",\"pages\":\"Article 104261\"},\"PeriodicalIF\":7.1000,\"publicationDate\":\"2025-03-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sustainable Energy Technologies and Assessments\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S221313882500092X\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sustainable Energy Technologies and Assessments","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S221313882500092X","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
Performance evaluation of evacuated tube solar collector using Al2O3/water nanofluid: Experiment, modelling, life cycle and cost analysis in the UAE context
This study investigates the performance improvement of an evacuated tube solar collector (ETSC) using Al2O3/water nanofluids, focusing on energy, exergy, and economic aspects. The thermophysical properties of Al2O3/water nanofluids, including density, specific heat capacity, and thermal conductivity, were experimentally determined, with stability validated through zeta potential analysis. Two volume fractions (0.05% and 0.3%) were tested at flow rates of 1, 2, and 3 LPM under varying solar irradiance. The nanofluids significantly improved thermal performance, with the highest thermal and exergy efficiencies of 68% and 30.76%, respectively, achieved using 0.05% Al2O3/water nanofluid at 3 LPM. A comparison is also conducted between the proposed system and previously published literature using TiO₂/H₂O nanofluid. Results suggest that Al2O3/H2O nanofluids demonstrated 5.32% greater thermal efficiency as well as weight and cost reduction of about 85.5% and 69.15%, respectively at a lower volume fraction over TiO2/H2O nanofluid. A life cycle analysis, including energy requirement, CO2 emissions, and 20-year investment, is conducted to assess the system’s environmental and economic feasibility. Life cycle analysis revealed a significant reduction in CO2 emissions and total costs for the solar-powered system. Furthermore, predictive modeling using CatBoost and AdaBoost achieved high accuracy, with CatBoost emerging as the superior model for generalization and prognostic efficiency. This work underscores the potential of Al2O3/water nanofluids for sustainable and cost-effective solar thermal applications.
期刊介绍:
Encouraging a transition to a sustainable energy future is imperative for our world. Technologies that enable this shift in various sectors like transportation, heating, and power systems are of utmost importance. Sustainable Energy Technologies and Assessments welcomes papers focusing on a range of aspects and levels of technological advancements in energy generation and utilization. The aim is to reduce the negative environmental impact associated with energy production and consumption, spanning from laboratory experiments to real-world applications in the commercial sector.