Numerical simulation and multi-objective optimization of ultra-low nitrogen burners for ethylene cracking furnaces

Coupled numerical simulation and multi-objective optimization for ultra-low nitrogen burners of ethylene cracking furnaces using a fast response surrogate model for combustion are proposed. Firstly, based on simplified reaction mechanisms involving 29 species and 164 reactions, a computational fluid dynamics (CFD)-coupled model for turbulent combustion is established. Secondly, a multi-objective optimization scheme based on a strong generalization-based surrogate model is developed for ultra-low nitrogen burners of ethylene cracking furnaces. The results show that a set of optimal operating parameters for the cracking furnace, i.e., the excess air coefficient of 1.07, the fuel gas flow rate of 0.192 kg/s, and the air preheating temperature of 380 K, is obtained. The optimal NOx emission concentration decreased from 75.38 mg/m 3 of the original scheme to 71.2 mg/m 3 , i.e., a decrease of 5.55%. The thermal efficiency of the firebox increased from 43.82% of the original scheme to 44.49%, i.e., an increase of 1.53%, which provides theoretical guidance for energy conservation and emission reduction of cracking furnaces.

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Publication Details

Journal
Environment Protection Engineering
Published
2025-01-01
DOI
https://doi.org/10.37190/epe250103
Primary Topic
Heat transfer and supercritical fluids
Type
article
Field-Weighted Citation Impact
0.00

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article

Numerical simulation and multi-objective optimization of ultra-low nitrogen burners for ethylene cracking furnaces

Mimi Chen, Guihua Hu, Chen Kunpeng
Environment Protection Engineering
Heat transfer and supercritical fluids
article

Numerical simulation and multi-objective optimization of ultra-low nitrogen burners for ethylene cracking furnaces

Mimi Chen, Guihua Hu, Chen Kunpeng
article en

Abstract

Coupled numerical simulation and multi-objective optimization for ultra-low nitrogen burners of ethylene cracking furnaces using a fast response surrogate model for combustion are proposed. Firstly, based on simplified reaction mechanisms involving 29 species and 164 reactions, a computational fluid dynamics (CFD)-coupled model for turbulent combustion is established. Secondly, a multi-objective optimization scheme based on a strong generalization-based surrogate model is developed for ultra-low nitrogen burners of ethylene cracking furnaces. The results show that a set of optimal operating parameters for the cracking furnace, i.e., the excess air coefficient of 1.07, the fuel gas flow rate of 0.192 kg/s, and the air preheating temperature of 380 K, is obtained. The optimal NOx emission concentration decreased from 75.38 mg/m 3 of the original scheme to 71.2 mg/m 3 , i.e., a decrease of 5.55%. The thermal efficiency of the firebox increased from 43.82% of the original scheme to 44.49%, i.e., an increase of 1.53%, which provides theoretical guidance for energy conservation and emission reduction of cracking furnaces.

Environment Protection EngineeringVol. 51(1)
National Natural Science Foundation of China, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 93%
Heat transfer and supercritical fluids
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