共 67 条
Plastic waste/chickpea straw-to-fuels and power through co-gasification in a novel zero-emission system by CO2 capturing and utilization
被引:18
作者:
Mojaver, Parisa
[1
]
Khalilarya, Shahram
[1
]
Chitsaz, Ata
[1
]
Jafarmadar, Samad
[1
]
机构:
[1] Urmia Univ, Fac Engn, Mech Engn Dept, Orumiyeh, Iran
来源:
关键词:
CO;
2;
utilization;
Zero-emission;
Plastic waste;
Chickpea straw;
Machine learning;
STEAM-GASIFICATION;
FLUIDIZED-BED;
HEATING VALUE;
GRAZ CYCLE;
ENERGY;
GAS;
HYDROGEN;
OPTIMIZATION;
SIMULATION;
PREDICTION;
D O I:
10.1016/j.fuel.2023.128490
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
Recently, there has been a great interest in developing zero-emission energy systems. Several attempts have been made to develop such systems based on biomass gasification. However, previous studies have not dealt with developing zero-emission systems based on co-gasification of plastic/biomass using capturing CO2 and its utilization to produce power and fuels. The present study aimed to develop a novel zero-emission system to produce power, methane and ammonia using capturing and utilization of CO2 in a Graz cycle. This novel system was triggered using steam co-gasification of polyethylene and chickpea straw and methane and ammonia were produced in a Sabatier reactor and an ammonia production unit, respectively. Key variable parameters and significant simultaneous influences were recognized using analysis of variance. Four-objective optimization and machine learning analysis were utilized to identify the optimum system performance and to develop models to predict the outputs, respectively. System efficiency of 39.54%, output power of 682.20 kW, methane production of 22.68 g/s and ammonia production of 97.35 g/s were the optimum system performance. Machine learning analysis efficiently developed models with R2 values more than 95%. The research results represent a further step towards developing zero-emission system based on capturing and utilization of CO2.
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页数:17
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