{"title":"响应面法优化Cu/Zn/Al2O3和Cu- ga /Zn/Al2O3催化剂用于甲醇蒸汽重整制氢","authors":"Punampriya Borgohain , Pankaj Tiwari , Rajesh Kumar Upadhyay","doi":"10.1016/j.joei.2025.102155","DOIUrl":null,"url":null,"abstract":"<div><div>Methanol steam reforming (MSR) is a highly efficient method for hydrogen production that offers a high hydrogen yield at relatively low operating temperatures. However, enhancing catalyst performance is essential to improve efficiency and reduce byproduct formation. This study utilized response surface methodology (RSM) with the Box-Behnken design (BBD) to systematically optimize the key factors affecting catalyst efficiency. CuZnAl<sub>2</sub>O<sub>3</sub> (CZA) and CuGaZnAl<sub>2</sub>O<sub>3</sub> (CGZA) catalysts were synthesized and tested for their activity, selectivity, and stability under different reaction conditions, including temperature, steam-to-methanol ratio (S/C), and gas hourly space velocity (GHSV). The statistical model developed using BBD provided valuable insights into the interaction between these variables, allowing for the identification of optimal conditions. The highest hydrogen yield of 2.28 mol was achieved while keeping carbon monoxide formation at a minimal 0.12 % under the optimized conditions of 275 °C, a S/C ratio of 2, and a GHSV of 14,500 hr<sup>−1</sup> for CGZA catalyst. The developed model was validated through experimental trials, demonstrating strong agreement between predicted and observed values. Additionally, catalyst characterization using techniques such as XRD, BET, Raman, SEM-EDX, TEM, TGA, and XPS confirmed structural and surface modifications contributing to catalytic performance. The study highlighted the effectiveness of RSM-BBD in catalyst optimization, offering a systematic and cost-effective approach to advancing hydrogen production technologies. Moreover, the Ga-modified Cu-based catalysts showed highly promising results for efficient and stable hydrogen production via MSR, with improved resistance to coke formation and deactivation.</div></div>","PeriodicalId":17287,"journal":{"name":"Journal of The Energy Institute","volume":"121 ","pages":"Article 102155"},"PeriodicalIF":5.6000,"publicationDate":"2025-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimization of Cu/Zn/Al2O3 and Cu-Ga/Zn/Al2O3 catalysts using response surface methodology for methanol steam reforming for hydrogen production\",\"authors\":\"Punampriya Borgohain , Pankaj Tiwari , Rajesh Kumar Upadhyay\",\"doi\":\"10.1016/j.joei.2025.102155\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Methanol steam reforming (MSR) is a highly efficient method for hydrogen production that offers a high hydrogen yield at relatively low operating temperatures. However, enhancing catalyst performance is essential to improve efficiency and reduce byproduct formation. This study utilized response surface methodology (RSM) with the Box-Behnken design (BBD) to systematically optimize the key factors affecting catalyst efficiency. CuZnAl<sub>2</sub>O<sub>3</sub> (CZA) and CuGaZnAl<sub>2</sub>O<sub>3</sub> (CGZA) catalysts were synthesized and tested for their activity, selectivity, and stability under different reaction conditions, including temperature, steam-to-methanol ratio (S/C), and gas hourly space velocity (GHSV). The statistical model developed using BBD provided valuable insights into the interaction between these variables, allowing for the identification of optimal conditions. The highest hydrogen yield of 2.28 mol was achieved while keeping carbon monoxide formation at a minimal 0.12 % under the optimized conditions of 275 °C, a S/C ratio of 2, and a GHSV of 14,500 hr<sup>−1</sup> for CGZA catalyst. The developed model was validated through experimental trials, demonstrating strong agreement between predicted and observed values. Additionally, catalyst characterization using techniques such as XRD, BET, Raman, SEM-EDX, TEM, TGA, and XPS confirmed structural and surface modifications contributing to catalytic performance. The study highlighted the effectiveness of RSM-BBD in catalyst optimization, offering a systematic and cost-effective approach to advancing hydrogen production technologies. Moreover, the Ga-modified Cu-based catalysts showed highly promising results for efficient and stable hydrogen production via MSR, with improved resistance to coke formation and deactivation.</div></div>\",\"PeriodicalId\":17287,\"journal\":{\"name\":\"Journal of The Energy Institute\",\"volume\":\"121 \",\"pages\":\"Article 102155\"},\"PeriodicalIF\":5.6000,\"publicationDate\":\"2025-05-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of The Energy Institute\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1743967125001837\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The Energy Institute","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1743967125001837","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
Optimization of Cu/Zn/Al2O3 and Cu-Ga/Zn/Al2O3 catalysts using response surface methodology for methanol steam reforming for hydrogen production
Methanol steam reforming (MSR) is a highly efficient method for hydrogen production that offers a high hydrogen yield at relatively low operating temperatures. However, enhancing catalyst performance is essential to improve efficiency and reduce byproduct formation. This study utilized response surface methodology (RSM) with the Box-Behnken design (BBD) to systematically optimize the key factors affecting catalyst efficiency. CuZnAl2O3 (CZA) and CuGaZnAl2O3 (CGZA) catalysts were synthesized and tested for their activity, selectivity, and stability under different reaction conditions, including temperature, steam-to-methanol ratio (S/C), and gas hourly space velocity (GHSV). The statistical model developed using BBD provided valuable insights into the interaction between these variables, allowing for the identification of optimal conditions. The highest hydrogen yield of 2.28 mol was achieved while keeping carbon monoxide formation at a minimal 0.12 % under the optimized conditions of 275 °C, a S/C ratio of 2, and a GHSV of 14,500 hr−1 for CGZA catalyst. The developed model was validated through experimental trials, demonstrating strong agreement between predicted and observed values. Additionally, catalyst characterization using techniques such as XRD, BET, Raman, SEM-EDX, TEM, TGA, and XPS confirmed structural and surface modifications contributing to catalytic performance. The study highlighted the effectiveness of RSM-BBD in catalyst optimization, offering a systematic and cost-effective approach to advancing hydrogen production technologies. Moreover, the Ga-modified Cu-based catalysts showed highly promising results for efficient and stable hydrogen production via MSR, with improved resistance to coke formation and deactivation.
期刊介绍:
The Journal of the Energy Institute provides peer reviewed coverage of original high quality research on energy, engineering and technology.The coverage is broad and the main areas of interest include:
Combustion engineering and associated technologies; process heating; power generation; engines and propulsion; emissions and environmental pollution control; clean coal technologies; carbon abatement technologies
Emissions and environmental pollution control; safety and hazards;
Clean coal technologies; carbon abatement technologies, including carbon capture and storage, CCS;
Petroleum engineering and fuel quality, including storage and transport
Alternative energy sources; biomass utilisation and biomass conversion technologies; energy from waste, incineration and recycling
Energy conversion, energy recovery and energy efficiency; space heating, fuel cells, heat pumps and cooling systems
Energy storage
The journal''s coverage reflects changes in energy technology that result from the transition to more efficient energy production and end use together with reduced carbon emission.