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Volumn 125, Issue , 2014, Pages 116-128

Investigating the relative contribution of operational parameters on performance and emissions of a common-rail diesel engine using neural network

Author keywords

Artificial neural network; Diesel engine; Diesel engine emissions; Input contribution ranking; Perturbation sensitivity analysis

Indexed keywords

BRAKE SPECIFIC FUEL CONSUMPTION; DIESEL ENGINE EMISSIONS; EXHAUST GAS RECIRCULATION RATES; INLET MANIFOLD PRESSURE; INPUT CONTRIBUTION RANKING; LOW-DISPERSION SEQUENCES; OPERATIONAL PARAMETERS; PERFORMANCE AND EMISSIONS;

EID: 84897743896     PISSN: 00162361     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fuel.2014.02.021     Document Type: Article
Times cited : (57)

References (34)
  • 1
    • 85072467057 scopus 로고    scopus 로고
    • Study of the influence of the injection parameters on combustion noise in a common rail diesel engine using ANOVA and neural networks
    • Carlucci P, Ficarella A, Laforgia D. Study of the influence of the injection parameters on combustion noise in a common rail diesel engine using ANOVA and neural networks, SAE Technical Paper 2001-01-2011; 2001.
    • (2001) SAE Technical Paper 2001-01-2011
    • Carlucci, P.1    Ficarella, A.2    Laforgia, D.3
  • 2
    • 84879055764 scopus 로고    scopus 로고
    • Effect of fuel injection timing and pressure on combustion, emissions and performance characteristics of a single cylinder diesel engine
    • A.K. Agarwal et al. Effect of fuel injection timing and pressure on combustion, emissions and performance characteristics of a single cylinder diesel engine Fuel 111 2013 374 383
    • (2013) Fuel , vol.111 , pp. 374-383
    • Agarwal, A.K.1
  • 3
    • 78649750341 scopus 로고    scopus 로고
    • Experimental study of the effect of fuel injection pressure on diesel engine performance and emission
    • K. Kannan, and M. Udayakumar Experimental study of the effect of fuel injection pressure on diesel engine performance and emission ARPN J Eng Appl Sci 2010
    • (2010) ARPN J Eng Appl Sci
    • Kannan, K.1    Udayakumar, M.2
  • 4
    • 85072484476 scopus 로고
    • The influence of some engine operating parameters on particulate emissions
    • Gomes P, Yates D. The influence of some engine operating parameters on particulate emissions. SAE Technical Paper 922222; 1992.
    • (1992) SAE Technical Paper 922222
    • Gomes, P.1    Yates, D.2
  • 6
    • 85072412327 scopus 로고    scopus 로고
    • Review of thermodynamic diesel engine simulations under transient operating conditions
    • Rakopoulos CD, Giakoumis EG. Review of thermodynamic diesel engine simulations under transient operating conditions. SAE 2006-01-0884; 2006.
    • (2006) SAE 2006-01-0884
    • Rakopoulos, C.D.1    Giakoumis, E.G.2
  • 7
    • 85072469374 scopus 로고    scopus 로고
    • A phenomenological combustion model for heat release rate prediction in high-speed di diesel engines with common rail injection
    • Christian Barba, Christine Burkhardt, Konstantinos Boulouchos, Michael Bargende. A phenomenological combustion model for heat release rate prediction in high-speed DI diesel engines with common rail injection. SAE 2000-01-2933; 2000.
    • (2000) SAE 2000-01-2933
    • Barba, C.1    Burkhardt, C.2    Boulouchos, K.3    Bargende, M.4
  • 8
    • 85072452553 scopus 로고    scopus 로고
    • Combustion and exhaust gas modeling of a common rail diesel engine - An approach
    • Torkzadeh DD, Läangst W, Kiencke U. Combustion and exhaust gas modeling of a common rail diesel engine - an approach. SAE 2001-01-1243; 2001.
    • (2001) SAE 2001-01-1243
    • Torkzadeh, D.D.1    Läangst, W.2    Kiencke, U.3
  • 9
    • 1042290034 scopus 로고    scopus 로고
    • Validation and sensitivity analysis of a two zone diesel engine model for combustion and emissions prediction
    • C.D. Rakopoulos, D.C. Rakopoulos, E.G. Giakoumis, and D.C. Kyritsis Validation and sensitivity analysis of a two zone diesel engine model for combustion and emissions prediction Energy Convers Manage 45 2004 1471 1495
    • (2004) Energy Convers Manage , vol.45 , pp. 1471-1495
    • Rakopoulos, C.D.1    Rakopoulos, D.C.2    Giakoumis, E.G.3    Kyritsis, D.C.4
  • 11
    • 79551568405 scopus 로고    scopus 로고
    • Effects of ultra-high injection pressure and micro-hole nozzle on flame structure and soot formation of impinging diesel spray
    • Xiangang Wang, Zuohua Huang, Wu Zhang, Olawole Abiola Kuti, and Keiya Nishida Effects of ultra-high injection pressure and micro-hole nozzle on flame structure and soot formation of impinging diesel spray J Appl Energy 88 2010 1620 1628
    • (2010) J Appl Energy , vol.88 , pp. 1620-1628
    • Wang, X.1    Huang, Z.2    Zhang, W.3    Kuti, O.A.4    Nishida, K.5
  • 12
    • 77955326976 scopus 로고    scopus 로고
    • Effect of fuel injection timing and intake pressure on the performance of a di diesel engine - A parametric study using CFD
    • B. Jayashankara, and V. Ganesan Effect of fuel injection timing and intake pressure on the performance of a DI diesel engine - a parametric study using CFD Energy Convers Manage 51 2010 1835 1848
    • (2010) Energy Convers Manage , vol.51 , pp. 1835-1848
    • Jayashankara, B.1    Ganesan, V.2
  • 13
    • 85072422386 scopus 로고    scopus 로고
    • Simulation studies of the effect of fuel injection pattern on NO and soot formation in diesel engines
    • Shayler P, Ng H. Simulation studies of the effect of fuel injection pattern on NO and soot formation in diesel engines. SAE Technical Paper 2004-01-0116; 2004.
    • (2004) SAE Technical Paper 2004-01-0116
    • Shayler, P.1    Ng, H.2
  • 14
    • 84897718930 scopus 로고    scopus 로고
    • CFD investigation of the effects of split main fuel injection parameters on combustion and emissions in a light-duty diesel engine
    • Ng HK, Shayler PJ. CFD investigation of the effects of split main fuel injection parameters on combustion and emissions in a light-duty diesel engine. In: Regional Conference in Vehicle Engineering and Technology (RIVET); 2005.
    • (2005) Regional Conference in Vehicle Engineering and Technology (RIVET)
    • Ng, H.K.1    Shayler, P.J.2
  • 15
    • 85072455502 scopus 로고    scopus 로고
    • Modelling the influence of fuel injection parameters on diesel engine emissions
    • Mather D, Reitz R. Modelling the influence of fuel injection parameters on diesel engine emissions. SAE Technical Paper 980789; 1998.
    • (1998) SAE Technical Paper 980789
    • Mather, D.1    Reitz, R.2
  • 16
    • 85072445148 scopus 로고    scopus 로고
    • The effect of intake, injection parameters and fuel properties on diesel combustion and emissions
    • Mito Y, Tanaka D, Lee S, Daisho Y, et al. The effect of intake, injection parameters and fuel properties on diesel combustion and emissions. SAE Technical Paper 2003-01-1793; 2003.
    • (2003) SAE Technical Paper 2003-01-1793
    • Mito, Y.1    Tanaka, D.2    Lee, S.3    Daisho, Y.4
  • 17
    • 85072483184 scopus 로고    scopus 로고
    • Numerical analysis of passenger car HSDI diesel engines with the 2nd generation of common rail injection systems: The effect of multiple injections on emissions
    • Bianchi G, Pelloni P, Corcione F, Luppino F. Numerical analysis of passenger car HSDI diesel engines with the 2nd generation of common rail injection systems: the effect of multiple injections on emissions. SAE Technical Paper 2001-01-1068; 2001.
    • (2001) SAE Technical Paper 2001-01-1068
    • Bianchi, G.1    Pelloni, P.2    Corcione, F.3    Luppino, F.4
  • 18
    • 83455181662 scopus 로고    scopus 로고
    • A study of injection timing for a diesel engine operation with gasoil and HRG gas
    • Adrian Birtas, and Radu Chiriac A study of injection timing for a diesel engine operation with gasoil and HRG gas UPB Sci Bull, Series D: Mech Eng 73 4 2011 65 78
    • (2011) UPB Sci Bull, Series D: Mech Eng , vol.73 , Issue.4 , pp. 65-78
    • Birtas, A.1    Chiriac, R.2
  • 19
    • 84865083740 scopus 로고    scopus 로고
    • A numerical simulation of the influence of injection chracteristics on performance and emissions of a tractor diesel engine
    • Alexandru-Iulian Voicu, and Radu Chiriac A numerical simulation of the influence of injection chracteristics on performance and emissions of a tractor diesel engine UPB Sci Bull, Series D: Mech Eng 74 3 2012 43 54
    • (2012) UPB Sci Bull, Series D: Mech Eng , vol.74 , Issue.3 , pp. 43-54
    • Voicu, A.-I.1    Chiriac, R.2
  • 20
    • 84897674550 scopus 로고    scopus 로고
    • Experimental and numerical investigation of the effect of exhaust gas recirculation on performance and emissions of a dual fuel (diesel-gas) engine
    • B. Jafari, D.D. Ganji, and M. Mirsalim Experimental and numerical investigation of the effect of exhaust gas recirculation on performance and emissions of a dual fuel (diesel-gas) engine Aust J Basic Appl Sci 7 7 2013 668 678
    • (2013) Aust J Basic Appl Sci , vol.7 , Issue.7 , pp. 668-678
    • Jafari, B.1    Ganji, D.D.2    Mirsalim, M.3
  • 21
    • 84892708312 scopus 로고    scopus 로고
    • Numerical evaluation of the performance of a compression ignition CNG engine for heavy duty trucks with an optimum speed power turbine
    • Alberto A. Boretti Numerical evaluation of the performance of a compression ignition CNG engine for heavy duty trucks with an optimum speed power turbine Int J Eng Technol Innovation 1 1 2011 12 26
    • (2011) Int J Eng Technol Innovation , vol.1 , Issue.1 , pp. 12-26
    • Boretti, A.A.1
  • 22
    • 38049135052 scopus 로고    scopus 로고
    • Investigation of diesel engine performance based on simulation
    • Semin, Rosli Abu Bakar, and Abdul Rahim Ismail Investigation of diesel engine performance based on simulation Am J Appl Sci 5 6 2008 610 617
    • (2008) Am J Appl Sci , vol.5 , Issue.6 , pp. 610-617
    • Semin1    Bakar, R.A.2    Ismail, A.R.3
  • 23
    • 50349092400 scopus 로고    scopus 로고
    • The effect of boost pressure on the performance characteristics of a diesel engine: A neuro-fuzzy approach
    • I. Al-Hinti, M. Samhouri, A. Al-Ghandoor, and A. Sakhrieh The effect of boost pressure on the performance characteristics of a diesel engine: a neuro-fuzzy approach J Appl Energy 86 2008 113 121
    • (2008) J Appl Energy , vol.86 , pp. 113-121
    • Al-Hinti, I.1    Samhouri, M.2    Al-Ghandoor, A.3    Sakhrieh, A.4
  • 24
    • 84855947150 scopus 로고    scopus 로고
    • A parametric study for specific fuel consumption of an intercooled diesel engine using a neural network
    • Abdullah Uzun A parametric study for specific fuel consumption of an intercooled diesel engine using a neural network Fuel 93 2012 189 199
    • (2012) Fuel , vol.93 , pp. 189-199
    • Uzun, A.1
  • 25
    • 10044220929 scopus 로고    scopus 로고
    • Combustion simulation of turbocharger HSDI Diesel engines during transient operation using neural networks
    • J. Galindo, J.M. Lujan, J.R. Serrano, and L. Hernandez Combustion simulation of turbocharger HSDI Diesel engines during transient operation using neural networks Appl Therm Eng 25 2005 877 898
    • (2005) Appl Therm Eng , vol.25 , pp. 877-898
    • Galindo, J.1    Lujan, J.M.2    Serrano, J.R.3    Hernandez, L.4
  • 26
    • 29244491457 scopus 로고    scopus 로고
    • Application of artificial neural network to predict specific fuel consumption and exhaust temperature for a diesel engine
    • Adnan Parlak, Yasar Islamoglu, Halit Yasar, and Aysun Egrisogut Application of artificial neural network to predict specific fuel consumption and exhaust temperature for a diesel engine Appl Therm Eng 26 2006 824 828
    • (2006) Appl Therm Eng , vol.26 , pp. 824-828
    • Parlak, A.1    Islamoglu, Y.2    Yasar, H.3    Egrisogut, A.4
  • 27
    • 23844437948 scopus 로고    scopus 로고
    • The effects of injection timing on NOx emissions of a low heat rejection indirect diesel injection engine
    • Adnan Parlak, Halit Yasar, Can Hasimoglu, and Ahmet Kolip The effects of injection timing on NOx emissions of a low heat rejection indirect diesel injection engine Appl Therm Eng 25 2005 3042 3052
    • (2005) Appl Therm Eng , vol.25 , pp. 3042-3052
    • Parlak, A.1    Yasar, H.2    Hasimoglu, C.3    Kolip, A.4
  • 28
    • 0037442845 scopus 로고    scopus 로고
    • Review and comparison of methods to study the contribution of variables in artificial neural network models
    • Muriel Gevrey, Ioannis Dimopoulos, and Sovan Lek Review and comparison of methods to study the contribution of variables in artificial neural network models Ecol Model 160 2003 249 264
    • (2003) Ecol Model , vol.160 , pp. 249-264
    • Gevrey, M.1    Dimopoulos, I.2    Lek, S.3
  • 29
    • 3242721368 scopus 로고    scopus 로고
    • An accurate comparison of methods for quantifying variable importance in artificial neural networks using simulated data
    • Julian D. Olden, Michael K. Joy, and Russell G. Death An accurate comparison of methods for quantifying variable importance in artificial neural networks using simulated data Ecol Model 178 2004 389 397
    • (2004) Ecol Model , vol.178 , pp. 389-397
    • Olden, J.D.1    Joy, M.K.2    Death, R.G.3
  • 31
    • 0002071152 scopus 로고
    • Low-discrepancy and low-dispersion sequences
    • Harald Niederreiter Low-discrepancy and low-dispersion sequences J Number Theory 30 1988 51 70
    • (1988) J Number Theory , vol.30 , pp. 51-70
    • Niederreiter, H.1
  • 32
    • 4244073597 scopus 로고
    • Bayesian methods for neural networks
    • Oxford University Press
    • Christopher M. Bishop Bayesian methods for neural networks Oxford lectures on neural networks 1995 Oxford University Press
    • (1995) Oxford Lectures on Neural Networks
    • Bishop, C.M.1
  • 33
    • 0035312886 scopus 로고    scopus 로고
    • Bayesian approach for neural networks - Review and case studies
    • Jouko Lampinen, and Aki Vehtari Bayesian approach for neural networks - review and case studies Neural Networks 14 3 April 2001 7 24
    • (2001) Neural Networks , vol.14 , Issue.3 , pp. 7-24
    • Lampinen, J.1    Vehtari, A.2
  • 34
    • 79960725912 scopus 로고    scopus 로고
    • Factor sensitivity analysis with neural network simulation based on perturbation system
    • Bai Runbo, Zhang Daozhen, and Jia Hailei Factor sensitivity analysis with neural network simulation based on perturbation system J Comput 6 7 2011
    • (2011) J Comput , vol.6 , Issue.7
    • Runbo, B.1    Daozhen, Z.2    Hailei, J.3


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