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Inclusion of entropy generation minimization in multi-objective CFD optimization of diesel engines

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  • Jafari, M.
  • Parhizkar, M.J.
  • Amani, E.
  • Naderan, H.

Abstract

This paper describes the optimization of operating conditions of a direct injection diesel engine by the response surface method targeting the first and second law efficiencies and a merit function accounting for emission. To the best of our knowledge, this is the first time that entropy generation minimization (EGM) is considered as one of the objectives of 3D CFD optimization of internal combustion engines. Therefore, the effects of different design parameters, i.e. SOI (start of injection), DOI (duration of injection) and spray angle, on the entropy generation response surface are investigated in detail. Various methods of optimization such as MOGA (multi-objective Genetic algorithm), MOSA (multi-objective simulated annealing), MOPSO (multi-objective particle swarm optimization) and NSGA (non-sorted Genetic algorithm) are used and compared. It is observed that among the design parameters, SOI is the most important parameter influencing the first law efficiency and emission while spray angle is the least important one. Also, it is found that DOI has the strongest impact on the second law efficiency. The most fitting error relates to response surface of the second law efficiency since, compared to the other objectives, it shows a much more complex behavior and changes nonlinearly with the change in design parameters.

Suggested Citation

  • Jafari, M. & Parhizkar, M.J. & Amani, E. & Naderan, H., 2016. "Inclusion of entropy generation minimization in multi-objective CFD optimization of diesel engines," Energy, Elsevier, vol. 114(C), pages 526-541.
    • Handle: RePEc:eee:energy:v:114:y:2016:i:c:p:526-541
    DOI: 10.1016/j.energy.2016.08.026
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    1. Amani, E. & Nobari, M.R.H., 2011. "A numerical investigation of entropy generation in the entrance region of curved pipes at constant wall temperature," Energy, Elsevier, vol. 36(8), pages 4909-4918.
    2. Bose, Probir Kumar & Deb, Madhujit & Banerjee, Rahul & Majumder, Arindam, 2013. "Multi objective optimization of performance parameters of a single cylinder diesel engine running with hydrogen using a Taguchi-fuzzy based approach," Energy, Elsevier, vol. 63(C), pages 375-386.
    3. Chintala, Venkateswarlu & Subramanian, K.A., 2013. "A CFD (computational fluid dynamics) study for optimization of gas injector orientation for performance improvement of a dual-fuel diesel engine," Energy, Elsevier, vol. 57(C), pages 709-721.
    4. Wong, Ka In & Wong, Pak Kin & Cheung, Chun Shun & Vong, Chi Man, 2013. "Modeling and optimization of biodiesel engine performance using advanced machine learning methods," Energy, Elsevier, vol. 55(C), pages 519-528.
    5. Atmanli, Alpaslan & Ileri, Erol & Yilmaz, Nadir, 2016. "Optimization of diesel–butanol–vegetable oil blend ratios based on engine operating parameters," Energy, Elsevier, vol. 96(C), pages 569-580.
    6. Zhu, Zhenxia & Zhang, Fujun & Li, Changjiang & Wu, Taotao & Han, Kai & Lv, Jianguo & Li, Yunlong & Xiao, Xuelian, 2015. "Genetic algorithm optimization applied to the fuel supply parameters of diesel engines working at plateau," Applied Energy, Elsevier, vol. 157(C), pages 789-797.
    7. López, I. & Pinzi, S. & Leiva-Candia, D. & Dorado, M.P., 2016. "Multiple response optimization to reduce exhaust emissions and fuel consumption of a diesel engine fueled with olive pomace oil methyl ester/diesel fuel blends," Energy, Elsevier, vol. 117(P2), pages 398-404.
    8. Li, Yaopeng & Jia, Ming & Chang, Yachao & Liu, Yaodong & Xie, Maozhao & Wang, Tianyou & Zhou, Lei, 2014. "Parametric study and optimization of a RCCI (reactivity controlled compression ignition) engine fueled with methanol and diesel," Energy, Elsevier, vol. 65(C), pages 319-332.
    9. Arjmandi, H.R. & Amani, E., 2015. "A numerical investigation of the entropy generation in and thermodynamic optimization of a combustion chamber," Energy, Elsevier, vol. 81(C), pages 706-718.
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    Cited by:

    1. Sahebjamei, M. & Amani, E. & Nobari, M.R.H., 2019. "Numerical analysis of radial and angular stratification in turbulent swirling flames," Energy, Elsevier, vol. 173(C), pages 523-539.
    2. Maakala, Viljami & Järvinen, Mika & Vuorinen, Ville, 2018. "Optimizing the heat transfer performance of the recovery boiler superheaters using simulated annealing, surrogate modeling, and computational fluid dynamics," Energy, Elsevier, vol. 160(C), pages 361-377.
    3. E, Jiaqiang & Liu, Guanlin & Zhang, Zhiqing & Han, Dandan & Chen, Jingwei & Wei, Kexiang & Gong, Jinke & Yin, Zibin, 2019. "Effect analysis on cold starting performance enhancement of a diesel engine fueled with biodiesel fuel based on an improved thermodynamic model," Applied Energy, Elsevier, vol. 243(C), pages 321-335.
    4. Asgari, Behrad & Amani, Ehsan, 2017. "A multi-objective CFD optimization of liquid fuel spray injection in dry-low-emission gas-turbine combustors," Applied Energy, Elsevier, vol. 203(C), pages 696-710.

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