IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v63y2013icp375-386.html
   My bibliography  Save this article

Multi objective optimization of performance parameters of a single cylinder diesel engine running with hydrogen using a Taguchi-fuzzy based approach

Author

Listed:
  • Bose, Probir Kumar
  • Deb, Madhujit
  • Banerjee, Rahul
  • Majumder, Arindam

Abstract

Environmental issues and rapid exhaustion of fossil fuels are the major concerns over the past two decades to search for alternative fuels. Among various alternatives hydrogen is a long-term renewable and least polluting fuel. Its clean burning capability helps to meet the stern emission norms. Full substitution of diesel with hydrogen may not be convenient for the time being but employing of hydrogen in a diesel engine in dual fuel mode is possible. In this experimental investigation a TMI (timed manifold injection) system has been developed using ECU (electronic control unit) with varying injection strategy to deliver hydrogen on to the intake manifold. Through adopting this technique in the existing diesel engine a momentous improvement in performance and combustion parameters has been observed. The study also attempts to explain the application of the fuzzy logic based Taguchi analysis to optimize the performance parameters i.e. BSEC (Brake specific energy consumption), Vol. Eff. (Volumetric efficiency) and BTHE (brake thermal efficiency) for the different hydrogen injection strategies.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:energy:v:63:y:2013:i:c:p:375-386
    DOI: 10.1016/j.energy.2013.10.045
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544213008979
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2013.10.045?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Penner, S.S., 2006. "Steps toward the hydrogen economy," Energy, Elsevier, vol. 31(1), pages 33-43.
    2. Chauhan, Bhupendra Singh & Kumar, Naveen & Cho, Haeng Muk & Lim, Hee Chang, 2013. "A study on the performance and emission of a diesel engine fueled with Karanja biodiesel and its blends," Energy, Elsevier, vol. 56(C), pages 1-7.
    3. Wu, Horng-Wen & Wu, Zhan-Yi, 2012. "Combustion characteristics and optimal factors determination with Taguchi method for diesel engines port-injecting hydrogen," Energy, Elsevier, vol. 47(1), pages 411-420.
    4. Lu, S.-M. & Li, Y.-C.M. & Tang, J.-C., 2003. "Optimum design of natural-circulation solar-water-heater by the Taguchi method," Energy, Elsevier, vol. 28(7), pages 741-750.
    5. Cheenkachorn, Kraipat & Poompipatpong, Chedthawut & Ho, Choi Gyeung, 2013. "Performance and emissions of a heavy-duty diesel engine fuelled with diesel and LNG (liquid natural gas)," Energy, Elsevier, vol. 53(C), pages 52-57.
    6. Wu, Horng-Wen & Ku, Hui-Wen, 2011. "The optimal parameters estimation for rectangular cylinders installed transversely in the flow channel of PEMFC from a three-dimensional PEMFC model and the Taguchi method," Applied Energy, Elsevier, vol. 88(12), pages 4879-4890.
    7. Chen, Zheng & Liu, Jingping & Han, Zhiyu & Du, Biao & Liu, Yun & Lee, Chiafon, 2013. "Study on performance and emissions of a passenger-car diesel engine fueled with butanol–diesel blends," Energy, Elsevier, vol. 55(C), pages 638-646.
    8. Chen, Guisheng & Shen, Yinggang & Zhang, Quanchang & Yao, Mingfa & Zheng, Zunqing & Liu, Haifeng, 2013. "Experimental study on combustion and emission characteristics of a diesel engine fueled with 2,5-dimethylfuran–diesel, n-butanol–diesel and gasoline–diesel blends," Energy, Elsevier, vol. 54(C), pages 333-342.
    9. Ganapathy, T. & Murugesan, K. & Gakkhar, R.P., 2009. "Performance optimization of Jatropha biodiesel engine model using Taguchi approach," Applied Energy, Elsevier, vol. 86(11), pages 2476-2486, November.
    10. Saravanan, N. & Nagarajan, G., 2009. "Performance and emission study in manifold hydrogen injection with diesel as an ignition source for different start of injection," Renewable Energy, Elsevier, vol. 34(1), pages 328-334.
    11. Tseng, Phillip & Lee, John & Friley, Paul, 2005. "A hydrogen economy: opportunities and challenges," Energy, Elsevier, vol. 30(14), pages 2703-2720.
    12. Hari Ganesh, R. & Subramanian, V. & Balasubramanian, V. & Mallikarjuna, J.M. & Ramesh, A. & Sharma, R.P., 2008. "Hydrogen fueled spark ignition engine with electronically controlled manifold injection: An experimental study," Renewable Energy, Elsevier, vol. 33(6), pages 1324-1333.
    13. Liu, Lihua & Du, Xiaoze & Xi, Xinming & Yang, Lijun & Yang, Yongping, 2013. "Experimental analysis of parameter influences on the performances of direct air cooled power generating unit," Energy, Elsevier, vol. 56(C), pages 117-123.
    14. Berber, Adnan & Dincer, Kevser & Yılmaz, Yusuf & Ozen, Dilek Nur, 2013. "Rule-based Mamdani-type fuzzy modeling of heating and cooling performances of counter-flow Ranque–Hilsch vortex tubes with different geometric construction for steel," Energy, Elsevier, vol. 51(C), pages 297-304.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Besseris, George J., 2014. "Using qualimetric engineering and extremal analysis to optimize a proton exchange membrane fuel cell stack," Applied Energy, Elsevier, vol. 128(C), pages 15-26.
    2. Zhou, J.H. & Cheung, C.S. & Zhao, W.Z. & Leung, C.W., 2016. "Diesel–hydrogen dual-fuel combustion and its impact on unregulated gaseous emissions and particulate emissions under different engine loads and engine speeds," Energy, Elsevier, vol. 94(C), pages 110-123.
    3. Chintala, V. & Subramanian, K.A., 2015. "Experimental investigations on effect of different compression ratios on enhancement of maximum hydrogen energy share in a compression ignition engine under dual-fuel mode," Energy, Elsevier, vol. 87(C), pages 448-462.
    4. Abbas Al-Refaie & Rami Fouad & Raed Athamneh, 2019. "Fuzzy Logic and Back-Propagation Neural Networks for Optimal Performance," Modern Applied Science, Canadian Center of Science and Education, vol. 13(2), pages 157-157, February.
    5. Deb, Madhujit & Debbarma, Bishop & Majumder, Arindam & Banerjee, Rahul, 2016. "Performance –emission optimization of a diesel-hydrogen dual fuel operation: A NSGA II coupled TOPSIS MADM approach," Energy, Elsevier, vol. 117(P1), pages 281-290.
    6. Chintala, Venkateswarlu & Subramanian, K.A., 2017. "A comprehensive review on utilization of hydrogen in a compression ignition engine under dual fuel mode," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 472-491.
    7. Tarafdar, Anirban & Majumder, P. & Deb, Madhujit & Bera, U.K., 2023. "Application of a q-rung orthopair hesitant fuzzy aggregated Type-3 fuzzy logic in the characterization of performance-emission profile of a single cylinder CI-engine operating with hydrogen in dual fu," Energy, Elsevier, vol. 269(C).
    8. Ayhan, Vezir & Çangal, Çiçek & Cesur, İdris & Safa, Aykut, 2020. "Combined influence of supercharging, EGR, biodiesel and ethanol on emissions of a diesel engine: Proposal of an optimization strategy," Energy, Elsevier, vol. 207(C).
    9. Iqbal Shajahan Mohamed & Elumalai Perumal Venkatesan & Murugesan Parthasarathy & Sreenivasa Reddy Medapati & Mohamed Abbas & Erdem Cuce & Saboor Shaik, 2022. "Optimization of Performance and Emission Characteristics of the CI Engine Fueled with Preheated Palm Oil in Blends with Diesel Fuel," Sustainability, MDPI, vol. 14(23), pages 1-21, November.
    10. Costa, M. & Di Blasio, G. & Prati, M.V. & Costagliola, M.A. & Cirillo, D. & La Villetta, M. & Caputo, C. & Martoriello, G., 2020. "Multi-objective optimization of a syngas powered reciprocating engine equipping a combined heat and power unit," Applied Energy, Elsevier, vol. 275(C).
    11. Chintala, V. & Subramanian, K.A., 2017. "Experimental investigation of autoignition of hydrogen-air charge in a compression ignition engine under dual-fuel mode," Energy, Elsevier, vol. 138(C), pages 197-209.
    12. Deb, Madhujit & Paul, Abhishek & Debroy, Durbadal & Sastry, G.R.K. & Panua, Raj Sekhar & Bose, P.K., 2015. "An experimental investigation of performance-emission trade off characteristics of a CI engine using hydrogen as dual fuel," Energy, Elsevier, vol. 85(C), pages 569-585.
    13. Subrata Bhowmik & Rajsekhar Panua & Subrata K Ghosh & Abhishek Paul & Durbadal Debroy, 2018. "Prediction of performance and exhaust emissions of diesel engine fuelled with adulterated diesel: An artificial neural network assisted fuzzy-based topology optimization," Energy & Environment, , vol. 29(8), pages 1413-1437, December.
    14. 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.
    15. Wu, Horng-Wen & Shih, Gin-Jang & Chen, Yi-Bin, 2018. "Effect of operational parameters on transport and performance of a PEM fuel cell with the best protrusive gas diffusion layer arrangement," Applied Energy, Elsevier, vol. 220(C), pages 47-58.
    16. Gao, Dan & Jiang, Dongfang & Liu, Pei & Li, Zheng & Hu, Sangao & Xu, Hong, 2014. "An integrated energy storage system based on hydrogen storage: Process configuration and case studies with wind power," Energy, Elsevier, vol. 66(C), pages 332-341.
    17. Dey, Suman & Reang, Narath Moni & Majumder, Arindam & Deb, Madhujit & Das, Pankaj Kumar, 2020. "A hybrid ANN-Fuzzy approach for optimization of engine operating parameters of a CI engine fueled with diesel-palm biodiesel-ethanol blend," Energy, Elsevier, vol. 202(C).
    18. Li, Jing & Yang, Wen Ming & Goh, Thong Ngee & An, Hui & Maghbouli, Amin, 2014. "Study on RCCI (reactivity controlled compression ignition) engine by means of statistical experimental design," Energy, Elsevier, vol. 78(C), pages 777-787.
    19. Wenelska, Karolina & Michalkiewicz, Beata & Chen, Xuecheng & Mijowska, Ewa, 2014. "Pd nanoparticles with tunable diameter deposited on carbon nanotubes with enhanced hydrogen storage capacity," Energy, Elsevier, vol. 75(C), pages 549-554.
    20. Simsek, Suleyman & Uslu, Samet & Simsek, Hatice & Uslu, Gonca, 2021. "Multi-objective-optimization of process parameters of diesel engine fueled with biodiesel/2-ethylhexyl nitrate by using Taguchi method," Energy, Elsevier, vol. 231(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wu, Horng-Wen & Wu, Zhan-Yi, 2012. "Combustion characteristics and optimal factors determination with Taguchi method for diesel engines port-injecting hydrogen," Energy, Elsevier, vol. 47(1), pages 411-420.
    2. Chang, Yu-Cheng & Lee, Wen-Jhy & Wu, Tser Son & Wu, Chang-Yu & Chen, Shui-Jen, 2014. "Use of water containing acetone–butanol–ethanol for NOx-PM (nitrogen oxide-particulate matter) trade-off in the diesel engine fueled with biodiesel," Energy, Elsevier, vol. 64(C), pages 678-687.
    3. Deb, Madhujit & Debbarma, Bishop & Majumder, Arindam & Banerjee, Rahul, 2016. "Performance –emission optimization of a diesel-hydrogen dual fuel operation: A NSGA II coupled TOPSIS MADM approach," Energy, Elsevier, vol. 117(P1), pages 281-290.
    4. Liu, Kaimin & Fu, Jianqin & Deng, Banglin & Yang, Jing & Tang, Qijun & Liu, Jingping, 2014. "The influences of pressure and temperature on laminar flame propagations of n-butanol, iso-octane and their blends," Energy, Elsevier, vol. 73(C), pages 703-715.
    5. Rajesh Kumar, B. & Saravanan, S., 2016. "Use of higher alcohol biofuels in diesel engines: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 84-115.
    6. Paul, Abhishek & Panua, Raj Sekhar & Debroy, Durbadal & Bose, Probir Kumar, 2014. "Effect of compressed natural gas dual fuel operation with diesel and Pongamia pinnata methyl ester (PPME) as pilot fuels on performance and emission characteristics of a CI (compression ignition) engi," Energy, Elsevier, vol. 68(C), pages 495-509.
    7. Loganathan, S. & Leenus Jesu Martin, M. & Nagalingam, B. & Prabhu, L., 2018. "Heat release rate and performance simulation of DME fuelled diesel engine using oxygenate correction factor and load correction factor in double Wiebe function," Energy, Elsevier, vol. 150(C), pages 77-91.
    8. Luiz Filipe Paiva Brandão & Jez Willian Batista Braga & Paulo Anselmo Ziani Suarez, 2020. "Alternative butanol/gasoline and butanol/diesel fuel blends: An analysis of the interdependence between physical-chemical properties by a multivariate principal component analysis model," Energy & Environment, , vol. 31(5), pages 733-754, August.
    9. Lounici, Mohand Said & Loubar, Khaled & Tarabet, Lyes & Balistrou, Mourad & Niculescu, Dan-Catalin & Tazerout, Mohand, 2014. "Towards improvement of natural gas-diesel dual fuel mode: An experimental investigation on performance and exhaust emissions," Energy, Elsevier, vol. 64(C), pages 200-211.
    10. Yusri, I.M. & Mamat, R. & Najafi, G. & Razman, A. & Awad, Omar I. & Azmi, W.H. & Ishak, W.F.W. & Shaiful, A.I.M., 2017. "Alcohol based automotive fuels from first four alcohol family in compression and spark ignition engine: A review on engine performance and exhaust emissions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 169-181.
    11. Ruban, Priya & Sellappa, Kanmani, 2014. "Development and performance of bench-scale reactor for the photocatalytic generation of hydrogen," Energy, Elsevier, vol. 73(C), pages 926-932.
    12. Saravanan, S. & Kaliyanasunder, R. & Rajesh Kumar, B. & Lakshmi Narayana Rao, G., 2020. "Effect of design parameters on performance and emissions of a CI engine operated with diesel-biodiesel- higher alcohol blends," Renewable Energy, Elsevier, vol. 148(C), pages 425-436.
    13. Hosseini, Seyed Ehsan & Wahid, Mazlan Abdul, 2016. "Hydrogen production from renewable and sustainable energy resources: Promising green energy carrier for clean development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 850-866.
    14. Abánades, A. & Rubbia, C. & Salmieri, D., 2012. "Technological challenges for industrial development of hydrogen production based on methane cracking," Energy, Elsevier, vol. 46(1), pages 359-363.
    15. Takase, Mohammed & Zhao, Ting & Zhang, Min & Chen, Yao & Liu, Hongyang & Yang, Liuqing & Wu, Xiangyang, 2015. "An expatiate review of neem, jatropha, rubber and karanja as multipurpose non-edible biodiesel resources and comparison of their fuel, engine and emission properties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 495-520.
    16. Ayhan, Vezir & Çangal, Çiçek & Cesur, İdris & Safa, Aykut, 2020. "Combined influence of supercharging, EGR, biodiesel and ethanol on emissions of a diesel engine: Proposal of an optimization strategy," Energy, Elsevier, vol. 207(C).
    17. Ho, Sze-Hwee & Wong, Yiik-Diew & Chang, Victor Wei-Chung, 2014. "Evaluating the potential of biodiesel (via recycled cooking oil) use in Singapore, an urban city," Resources, Conservation & Recycling, Elsevier, vol. 91(C), pages 117-124.
    18. Zheng, Zunqing & Wang, XiaoFeng & Zhong, Xiaofan & Hu, Bin & Liu, Haifeng & Yao, Mingfa, 2016. "Experimental study on the combustion and emissions fueling biodiesel/n-butanol, biodiesel/ethanol and biodiesel/2,5-dimethylfuran on a diesel engine," Energy, Elsevier, vol. 115(P1), pages 539-549.
    19. Faried, M. & Samer, M. & Abdelsalam, E. & Yousef, R.S. & Attia, Y.A. & Ali, A.S., 2017. "Biodiesel production from microalgae: Processes, technologies and recent advancements," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 893-913.
    20. Yoong, L.S. & Chong, F.K. & Dutta, Binay K., 2009. "Development of copper-doped TiO2 photocatalyst for hydrogen production under visible light," Energy, Elsevier, vol. 34(10), pages 1652-1661.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:63:y:2013:i:c:p:375-386. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.