A combined approach-based techno-economic-environmental multi-optimization of a hydrogen generation system through waste biomass air-steam gasification

被引:2
|
作者
Tavakoli, Navid [1 ]
Khoshkenar, Payam [1 ]
Pourfayaz, Fathollah [1 ]
机构
[1] Univ Tehran, Fac New Sci & Technol, Dept Renewable Energies & Environm, Tehran, Iran
关键词
Biomass; Sewage sludge; Gasification; Hydrogen production; Aspen plus; Economic analysis; Multi-objective optimization; OXIDE FUEL-CELL; MULTIOBJECTIVE OPTIMIZATION; EXERGY ANALYSIS; SEWAGE-SLUDGE; SIMULATION; GAS; CO2;
D O I
10.1016/j.renene.2024.120259
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, a biomass air -steam gasification system for hydrogen production was simulated in Aspen Plus and validated using experimental studies. Sewage sludge was considered as the biomass feed. A combined approach including the combination of the NSGA-II algorithm, the response surface methodology (RSM) and TOPSIS decision -making method, was used to multi -optimize this hydrogen production system. To optimize the performance of the system, first, mathematical equations between equivalence ratio (ER), steam to biomass ratio (SBR), and gasifier temperature as the decision variables and the mole flow of H 2 and CO 2 and the levelized cost of hydrogen (LCOH) as the objective functions were obtained by the RSM technique. To maximize the mole flow of H 2 and minimize CO 2 emission and LCOH, a multi -objective optimization using NSGA-II was conducted. The ER, SBR and gasifier temperature were analyzed in the range of 0.1 - 0.4, 0.2 to 2 and 600 degrees C - 1000 degrees C, respectively. By employing the TOPSIS decision -making method, several optimum points were obtained by giving each of the decision variables a specific weight. The lowest LCOH was found to be 1.5 <euro>/kg H 2 at the ER of 0.103, SBR of 0.83, and gasification temperature of 956 degrees C.
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页数:10
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