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Multi-objective optimization of the three-way catalytic converter on the combustion and emission characteristics for a gasoline engine

Author

Listed:
  • Zhang, Zhiqing
  • Hu, Jingyi
  • Tan, Dongli
  • Li, Junming
  • Jiang, Feng
  • Yao, Xiaoxue
  • Yang, Dixin
  • Ye, Yanshuai
  • Zhao, Ziheng
  • Yang, Guanhua

Abstract

Three-way catalytic converters have shown superiority in redox exhaust gases. However, how to improve its redox capability is a huge challenge in gasoline engines fueled by gasoline-ethanol blended fuels. This paper investigated the effect of a Palladium/cerium dioxide (Pd/CeO2) three-way catalytic converter on the combustion and emission characteristics of a gasoline engine. The emission characteristic of gasoline oxidation catalyst was investigated in terms of total hydro carbons (THC), carbon monoxide (CO), and nitrogen oxides (NOx) emissions. Engine combustion characteristic was also studied in terms of brake specific fuel consumption (BSFC), brake power, fuel consumption rate, and exhaust gas temperature. The experiments were conducted on a four-cylinder direct injection gasoline engine with rotational speed between 2000r/min and 3000r/min, gasoline-ethanol blending ratio not exceeding 30%, and torque not exceeding 100 N·m. In addition, an optimization method integrated with the response surface method (RSM) and non-dominated sorted genetic algorithm II (NSGA II) was used to optimize the objective functions including BSFC and NOx emission. The regression equation of the response was obtained by RSM and brought into NSGA II to obtain Pareto optimal solutions. Different frontiers were implemented and the 100th iteration number was chosen as the Pareto frontier. The findings indicated that the optimal BSFC and NOx emission values were 380 g/(kW·h) and 350 ppm, respectively, which were attained with a torque of 45 N·m, a gasoline-ethanol blending ratio of 17%, and a rotational speed of 2027r/min.

Suggested Citation

  • Zhang, Zhiqing & Hu, Jingyi & Tan, Dongli & Li, Junming & Jiang, Feng & Yao, Xiaoxue & Yang, Dixin & Ye, Yanshuai & Zhao, Ziheng & Yang, Guanhua, 2023. "Multi-objective optimization of the three-way catalytic converter on the combustion and emission characteristics for a gasoline engine," Energy, Elsevier, vol. 277(C).
    • Handle: RePEc:eee:energy:v:277:y:2023:i:c:s0360544223010289
    DOI: 10.1016/j.energy.2023.127634
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    as
    1. Ye, Jiahao & E, Jiaqiang & Peng, Qingguo, 2023. "Effects of porosity setting and multilayers of diesel particulate filter on the improvement of regeneration performance," Energy, Elsevier, vol. 263(PE).
    2. Hu, Wenyu & E, Jiaqiang & Han, Dandan & Feng, Changling & Luo, Xiaoyu, 2023. "Investigation on distribution characteristics of convective wind energy from vehicle driving on multi-lane highway," Energy, Elsevier, vol. 271(C).
    3. Lili Zhu & Haiping Lin & Youyong Li & Fan Liao & Yeshayahu Lifshitz & Minqi Sheng & Shuit-Tong Lee & Mingwang Shao, 2016. "A rhodium/silicon co-electrocatalyst design concept to surpass platinum hydrogen evolution activity at high overpotentials," Nature Communications, Nature, vol. 7(1), pages 1-7, November.
    4. Chen, Jingwei & E, Jiaqiang & Kang, Siyi & Zhao, Xiaohuan & Zhu, Hao & Deng, Yuanwang & Peng, Qingguo & Zhang, Zhiqing, 2019. "Modeling and characterization of the mass transfer and thermal mechanics of the power lithium manganate battery under charging process," Energy, Elsevier, vol. 187(C).
    5. Wu, Tian & Shen, Qu & Xu, Ming & Peng, Tianduo & Ou, Xunmin, 2018. "Development and application of an energy use and CO2 emissions reduction evaluation model for China's online car hailing services," Energy, Elsevier, vol. 154(C), pages 298-307.
    6. Hu, Wenyu & E, Jiaqiang & Leng, Erwei & Zhang, Feng & Chen, Jingwei & Ma, Yinjie, 2023. "Investigation on harvesting characteristics of convective wind energy from vehicle driving on multi-lane highway," Energy, Elsevier, vol. 263(PE).
    7. Ren, Lei & Zhou, Sheng & Peng, Tianduo & Ou, Xunmin, 2022. "Greenhouse gas life cycle analysis of China's fuel cell medium- and heavy-duty trucks under segmented usage scenarios and vehicle types," Energy, Elsevier, vol. 249(C).
    8. Zhang, Bin & Li, Xuewei & Wan, Qin & Liu, Bo & Jia, Guohai & Yin, Zibin, 2023. "Hydrocarbon emission control of an adsorptive catalytic gasoline particulate filter during cold-start period of the gasoline engine," Energy, Elsevier, vol. 262(PA).
    9. Zhang, Zhiqing & Dong, Rui & Tan, Dongli & Duan, Lin & Jiang, Feng & Yao, Xiaoxue & Yang, Dixin & Hu, Jingyi & Zhang, Jian & Zhong, Weihuang & Zhao, Ziheng, 2023. "Effect of structural parameters on diesel particulate filter trapping performance of heavy-duty diesel engines based on grey correlation analysis," Energy, Elsevier, vol. 271(C).
    10. Li, Xinyan & Zhao, Dan & Yang, Xinglin & Wen, Huabing & Jin, Xiao & Li, Shen & Zhao, He & Xie, Changqing & Liu, Haili, 2016. "Transient growth of acoustical energy associated with mitigating thermoacoustic oscillations," Applied Energy, Elsevier, vol. 169(C), pages 481-490.
    11. Zhang, Zhiqing & Lv, Junshuai & Xie, Guanglin & Wang, Su & Ye, Yanshuai & Huang, Gaohua & Tan, Donlgi, 2022. "Effect of assisted hydrogen on combustion and emission characteristics of a diesel engine fueled with biodiesel," Energy, Elsevier, vol. 254(PA).
    12. Ren, Lei & Zhou, Sheng & Ou, Xunmin, 2023. "The carbon reduction potential of hydrogen in the low carbon transition of the iron and steel industry: The case of China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 171(C).
    13. Cai, Tao & Zhao, Dan & Sun, Yuze & Ni, Siliang & Li, Weixuan & Guan, Di & Wang, Bing, 2021. "Evaluation of NOx emissions characteristics in a CO2-Free micro-power system by implementing a perforated plate," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
    14. Tan, Dongli & Wu, Yao & Lv, Junshuai & Li, Jian & Ou, Xiaoyu & Meng, Yujun & Lan, Guanglin & Chen, Yanhui & Zhang, Zhiqing, 2023. "Performance optimization of a diesel engine fueled with hydrogen/biodiesel with water addition based on the response surface methodology," Energy, Elsevier, vol. 263(PC).
    15. Ou, Xunmin & Yan, Xiaoyu & Zhang, Xiliang & Liu, Zhen, 2012. "Life-cycle analysis on energy consumption and GHG emission intensities of alternative vehicle fuels in China," Applied Energy, Elsevier, vol. 90(1), pages 218-224.
    16. Cai, Tao & Zhao, Dan, 2022. "Enhancing and assessing ammonia-air combustion performance by blending with dimethyl ether," Renewable and Sustainable Energy Reviews, Elsevier, vol. 156(C).
    17. Cai, Tao & Zhao, Dan & Chan, Siew Hwa & Shahsavari, Mohammad, 2022. "Tailoring reduced mechanisms for predicting flame propagation and ignition characteristics in ammonia and ammonia/hydrogen mixtures," Energy, Elsevier, vol. 260(C).
    18. Ou, Xunmin & Xiaoyu, Yan & Zhang, Xiliang, 2011. "Life-cycle energy consumption and greenhouse gas emissions for electricity generation and supply in China," Applied Energy, Elsevier, vol. 88(1), pages 289-297, January.
    19. Tan, Dongli & Meng, Yujun & Tian, Jie & Zhang, Chengtao & Zhang, Zhiqing & Yang, Guanhua & Cui, Shuwan & Hu, Jingyi & Zhao, Ziheng, 2023. "Utilization of renewable and sustainable diesel/methanol/n-butanol (DMB) blends for reducing the engine emissions in a diesel engine with different pre-injection strategies," Energy, Elsevier, vol. 269(C).
    20. Ye, Jiahao & Peng, Qingguo, 2023. "Improved emissions conversion of diesel oxidation catalyst using multifactor impact analysis and neural network," Energy, Elsevier, vol. 271(C).
    21. Ren, Lei & Zhou, Sheng & Ou, Xunmin, 2020. "Life-cycle energy consumption and greenhouse-gas emissions of hydrogen supply chains for fuel-cell vehicles in China," Energy, Elsevier, vol. 209(C).
    22. Ren, Lei & Zhou, Sheng & Peng, Tianduo & Ou, Xunmin, 2021. "A review of CO2 emissions reduction technologies and low-carbon development in the iron and steel industry focusing on China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    23. Wang, Hailin & Ou, Xunmin & Zhang, Xiliang, 2017. "Mode, technology, energy consumption, and resulting CO2 emissions in China's transport sector up to 2050," Energy Policy, Elsevier, vol. 109(C), pages 719-733.
    24. Yan, Ziming & Gainey, Brian & Gohn, James & Hariharan, Deivanayagam & Saputo, John & Schmidt, Carl & Caliari, Felipe & Sampath, Sanjay & Lawler, Benjamin, 2021. "A comprehensive experimental investigation of low-temperature combustion with thick thermal barrier coatings," Energy, Elsevier, vol. 222(C).
    25. Wu, Tian & Han, Xiao & Zheng, M. Mocarlo & Ou, Xunmin & Sun, Hongbo & Zhang, Xiong, 2020. "Impact factors of the real-world fuel consumption rate of light duty vehicles in China," Energy, Elsevier, vol. 190(C).
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