Swaprabha P. Patel, Hajer Al Sayadi, Ashish M. Gujarathi
{"title":"通过基于工艺、能源和环境的多准则优化,加强可持续制氢过程","authors":"Swaprabha P. Patel, Hajer Al Sayadi, Ashish M. Gujarathi","doi":"10.1016/j.ijhydene.2025.04.480","DOIUrl":null,"url":null,"abstract":"<div><div>Hydrogen is an important energy carrier, and its demand for clean and sustainable energy has driven the development of various production technologies. The NSGA-II algorithm is used for multi-objective optimization of the hydrogen production process via the methane pyrolysis technique. Four optimization cases are formulated, encompassing the four objectives of hydrogen production, methane conversion, energy-specific intensity (ESI), and carbon tax, with consideration of five decision variables. The maximum hydrogen production (9549.9 kg/h) is achieved in case 3, whereas the minimum carbon tax calculated value of 184.43 × 10<sup>4</sup> $/year is obtained in case 2. The highest conversion rate of 90.2 % is observed in case 1, and the minimum ESI (6036.6 kJ/kg) is achieved in case 4. The net flow method is used for Pareto ranking analysis, and energy consumption, CO<sub>2</sub> emissions, and global warming potential are reported for selected points. This study sheds light on hydrogen production, considering conflicting objectives related to process, energy, and environment.</div></div>","PeriodicalId":337,"journal":{"name":"International Journal of Hydrogen Energy","volume":"133 ","pages":"Pages 472-490"},"PeriodicalIF":8.3000,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Towards enhancing sustainable hydrogen production process via process-, energy-, and environmental-based multi-criteria optimization\",\"authors\":\"Swaprabha P. Patel, Hajer Al Sayadi, Ashish M. Gujarathi\",\"doi\":\"10.1016/j.ijhydene.2025.04.480\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Hydrogen is an important energy carrier, and its demand for clean and sustainable energy has driven the development of various production technologies. The NSGA-II algorithm is used for multi-objective optimization of the hydrogen production process via the methane pyrolysis technique. Four optimization cases are formulated, encompassing the four objectives of hydrogen production, methane conversion, energy-specific intensity (ESI), and carbon tax, with consideration of five decision variables. The maximum hydrogen production (9549.9 kg/h) is achieved in case 3, whereas the minimum carbon tax calculated value of 184.43 × 10<sup>4</sup> $/year is obtained in case 2. The highest conversion rate of 90.2 % is observed in case 1, and the minimum ESI (6036.6 kJ/kg) is achieved in case 4. The net flow method is used for Pareto ranking analysis, and energy consumption, CO<sub>2</sub> emissions, and global warming potential are reported for selected points. This study sheds light on hydrogen production, considering conflicting objectives related to process, energy, and environment.</div></div>\",\"PeriodicalId\":337,\"journal\":{\"name\":\"International Journal of Hydrogen Energy\",\"volume\":\"133 \",\"pages\":\"Pages 472-490\"},\"PeriodicalIF\":8.3000,\"publicationDate\":\"2025-05-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Hydrogen Energy\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0360319925021871\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, PHYSICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Hydrogen Energy","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0360319925021871","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
Towards enhancing sustainable hydrogen production process via process-, energy-, and environmental-based multi-criteria optimization
Hydrogen is an important energy carrier, and its demand for clean and sustainable energy has driven the development of various production technologies. The NSGA-II algorithm is used for multi-objective optimization of the hydrogen production process via the methane pyrolysis technique. Four optimization cases are formulated, encompassing the four objectives of hydrogen production, methane conversion, energy-specific intensity (ESI), and carbon tax, with consideration of five decision variables. The maximum hydrogen production (9549.9 kg/h) is achieved in case 3, whereas the minimum carbon tax calculated value of 184.43 × 104 $/year is obtained in case 2. The highest conversion rate of 90.2 % is observed in case 1, and the minimum ESI (6036.6 kJ/kg) is achieved in case 4. The net flow method is used for Pareto ranking analysis, and energy consumption, CO2 emissions, and global warming potential are reported for selected points. This study sheds light on hydrogen production, considering conflicting objectives related to process, energy, and environment.
期刊介绍:
The objective of the International Journal of Hydrogen Energy is to facilitate the exchange of new ideas, technological advancements, and research findings in the field of Hydrogen Energy among scientists and engineers worldwide. This journal showcases original research, both analytical and experimental, covering various aspects of Hydrogen Energy. These include production, storage, transmission, utilization, enabling technologies, environmental impact, economic considerations, and global perspectives on hydrogen and its carriers such as NH3, CH4, alcohols, etc.
The utilization aspect encompasses various methods such as thermochemical (combustion), photochemical, electrochemical (fuel cells), and nuclear conversion of hydrogen, hydrogen isotopes, and hydrogen carriers into thermal, mechanical, and electrical energies. The applications of these energies can be found in transportation (including aerospace), industrial, commercial, and residential sectors.