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Multi-Response Optimization of Variable Compression Ratio CI Engine Using Grey–Taguchi Method

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Recent Advances in Material Sciences

Abstract

The quest for the development of alternative fuels as an economical and efficient substitute for fossil fuels has become the need of the hour. This work presents multi-response optimization of process parameters in variable VCR CI engine powered by various blends of plastic pyrolysis oil, an alternative fuel under study. Brake power, BSFC, exhaust temperature and brake thermal efficiency are studied by varying compression ratio, load and blend. The experiments were conducted using Taguchi L9 orthogonal array, and the multi-performance characteristics were used in generating Grey relational grade. The optimized combination that results in higher brake power, higher brake thermal efficiency, lower SFC and lower exhaust temperature is obtained and verified through a confirmation test. The validation showed an improvement in Grey relational grade by 0.2768. The results from ANOVA revealed that Grey relational grade is mostly influenced by load (65.71%) followed by compression ratio (19.01%) and blend (6.87%).

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Abbreviations

ANOVA:

Analysis of variance

BP:

Brake power, kW

BSFC:

Brake-specific fuel consumption, kg/kWh

BTHE:

Brake thermal efficiency

DB15:

15% PPO and 85% Diesel

DB20:

20% PPO and 80% Diesel

DB25:

25% PPO and 75% Diesel

ET:

Exhaust temperature ℃

GRC:

Grey relational coefficient

GRG:

Grey Relational Grade

PPO:

Plastic pyrolysis oil

VCR:

Variable compression ratio

References

  1. Sharma, S.K., Das, R.K., Sharma, A.: Improvement in the performance and emission characteristics of diesel engine fueled with jatropha methyl ester and tyre pyrolysis oil by addition of nano additives. Braz. Soc. Mech. Sci. Eng. (2015). Received 11 July 2015/Accepted: 3 Nov 2015

    Google Scholar 

  2. Pali, H.S., Kumar, N., Alhassan, Y.: Performance and emission characteristics of an agricultural diesel engine fueled with blends of sal methyl esters and diesel. Energy Convers. Manag. 90, 146–153 (2015)

    Article  CAS  Google Scholar 

  3. Masood, M.I., Shah, A.N., Aslam, A., Gul, M., Naveed, A., Usman, M.: Combustion and emission based optimization of turbocharged diesel engine run on biodiesel using grey-taguchi method. Tech. J. Univ. Eng. Technol. (UET) 2(III) (2015)

    Google Scholar 

  4. Mahla, S.K., Papreja, A. P.: Optimization of performance and emission characteristics of dual flow diesel engine by taguchi method. Int. J. Res. Eng. Technol. 4(2) (2015)

    Google Scholar 

  5. Shailaja, M., Sitarama Raju, A.V.: Optimization of diesel engine parameters for performance, combustion and emission parameters using taguchi and grey relational analysis. Glob. J. Res. Eng. Mech. Mech. Eng. 16(3) (2016)

    Google Scholar 

  6. Patel, P.D., Lakdawala, A., Patel, R.N.: Box-Behnken response surface methodology for optimization of operational parameters of compression ignition engine fuelled with a blend of diesel, biodiesel and diethyl ether. Biofuels (2015). https://doi.org/10.1080/17597269.2015.1118784

    Article  Google Scholar 

  7. Roy, S., Ghosh, A., Das, A.K., Banerjee, R.: Development and validation of a GEP model to predict the performance and exhaust emission parameters of a CRDI assisted single cylinder diesel engine coupled with EGR. Appl. Energy 140, 52–64 (2015)

    Article  CAS  Google Scholar 

  8. Bhaskar, S.V., Satish Babu, G.: Application of Taguchi method to reduce particulate matter and smoke opacity of CIDI engine fueled with jatropha biodiesel. IOSR J. Mech. Civ. Eng. (IOSR-JMCE) 13(3), 79–85 (2016)

    Google Scholar 

  9. Roy, S., Das, A.K., Banerjee, R.: Grey-Fuzzy Taguchi approach for multi-objective optimization of performance and emission parameters of a single cylinder CRDI engine coupled with EGR. Int. J. Automot. Technol. 17(1), 1–12 (2016). https://doi.org/10.1007/s12239-016-0001-5

    Article  Google Scholar 

  10. Balki, M.K., Sayin, C., Sarikaya, M.: Optimization of the operating parameters based on Taguchi method in an SI Engine used pure gasoline, ethanol and methanol. Fuel 180, 630–637 (2016). https://doi.org/10.1016/j.fuel.2016.04.098

    Article  CAS  Google Scholar 

  11. Nileshkumar, K.D., Jani Tushar, R.J., Patel Gaurav, M., Rathod, P.: Effect of blend ratio of plastic pyrolysis oil and diesel fuel on the performance of single cylinder CI engine. Int. J. Sci. Technol. Eng. 1(11) (2015)

    Google Scholar 

  12. Caydas, U., Hascalik, A.: Use of the grey relational analysis to determine optimum laser cutting parameters with multi-performance characteristics. Opt. Laser Technol. 40, 987–994 (2008)

    Article  Google Scholar 

  13. Vellaiyan, S., Amirthagadeswaran, K.S.N.: Multi-response optimization of diesel engine operating parameters running with water-in-diesel emulsion fuel. Therm. Sci. 21(1B), 427–439 (2017)

    Article  Google Scholar 

  14. Sivaramakrishnan, K.: Investigation on performance and emission characteristics of a variable compression multi fuel engine fuelled with karanja biodiesel–diesel blend. Egypt. J. Petrol. Accepted 4th Mar 2017

    Google Scholar 

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Correspondence to G. Kartheek .

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Kartheek, G., Lakshmiprasad, K., Viswanadh, K.V., Sudhakar, Y., Polayya, C. (2019). Multi-Response Optimization of Variable Compression Ratio CI Engine Using Grey–Taguchi Method. In: Pujari, S., Srikiran, S., Subramonian, S. (eds) Recent Advances in Material Sciences . Lecture Notes on Multidisciplinary Industrial Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-13-7643-6_34

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