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Volumn , Issue , 2006, Pages

Cam-phasing optimization using Artificial Neural Networks as surrogate models-fuel consumption and NOx emissions

Author keywords

[No Author keywords available]

Indexed keywords

CAMS; FUELS; NEURAL NETWORKS; NITROGEN OXIDES;

EID: 85072429349     PISSN: 01487191     EISSN: 26883627     Source Type: Journal    
DOI: 10.4271/2006-01-1512     Document Type: Conference Paper
Times cited : (26)

References (51)
  • 2
    • 85072410508 scopus 로고    scopus 로고
    • Overview of Current Continuously Variable Valve Lift Systems for Four-Stoke Spark-Ignition Engines and the Criteria for Their Design Ratings
    • Hannibal, W., Flierl, R., Stiegler L., and Meyer R., "Overview of Current Continuously Variable Valve Lift Systems for Four-Stoke Spark-Ignition Engines and the Criteria for Their Design Ratings" SAE Technical Paper No. 2004-01-1263, 2004.
    • (2004) SAE Technical Paper No. 2004-01-1263
    • Hannibal, W.1    Flierl, R.2    Stiegler, L.3    Meyer, R.4
  • 3
    • 85072455597 scopus 로고    scopus 로고
    • The Third Generation of Valvetrains-New Fully Variable Valvetrains for Throttle-Free Load Control
    • Flierl, R., and Fluting, M., "The Third Generation of Valvetrains-New Fully Variable Valvetrains for Throttle-Free Load Control" SAE Technical Paper No. 2000-01-1227, 2000.
    • (2000) SAE Technical Paper No. 2000-01-1227
    • Flierl, R.1    Fluting, M.2
  • 8
    • 85072436800 scopus 로고
    • A review of variable valve timing benefits and modes of operation
    • Dresner, T., and Barkan P., "A review of variable valve timing benefits and modes of operation" SAE Technical Paper No. 891676, 1989.
    • (1989) SAE Technical Paper No. 891676
    • Dresner, T.1    Barkan, P.2
  • 9
    • 85072368677 scopus 로고
    • Perspectives on applications of variable valve timing
    • Asmus, T.W., "Perspectives on applications of variable valve timing" SAE Technical Paper No. 910445, 1991.
    • (1991) SAE Technical Paper No. 910445
    • Asmus, T.W.1
  • 10
    • 85072452515 scopus 로고
    • Effect of variable engine valve timing on fuel economy
    • Ma, T.H., "Effect of variable engine valve timing on fuel economy" SAE Technical Paper No. 880390, 1988.
    • (1988) SAE Technical Paper No. 880390
    • Ma, T.H.1
  • 11
    • 85072412832 scopus 로고    scopus 로고
    • Effects of Exhaust Valve Timing on Gasoline Engine Performance and Hydrocarbon Emissions
    • Bohac, S., and Assanis, D., "Effects of Exhaust Valve Timing on Gasoline Engine Performance and Hydrocarbon Emissions" SAE Technical Paper No. 2004-01-3058, 2004.
    • (2004) SAE Technical Paper No. 2004-01-3058
    • Bohac, S.1    Assanis, D.2
  • 13
    • 84877430921 scopus 로고    scopus 로고
    • Use of Experimental Design and Two Stage Modeling in Calibration Generation for Variable Camshaft Timing Engines
    • Expert Verlag, ISBN 3-8169-2271-6
    • Flint, S., and Causey P., "Use of Experimental Design and Two Stage Modeling in Calibration Generation for Variable Camshaft Timing Engines" Design of Experiments (DOE) in der Motorenentwicklung, Expert Verlag, ISBN 3-8169-2271-6, 2003, pp 57-77.
    • (2003) Design of Experiments (DOE) in der Motorenentwicklung , pp. 57-77
    • Flint, S.1    Causey, P.2
  • 14
    • 17744369011 scopus 로고    scopus 로고
    • Model-Based Optimal Calibration of a Dual Independent Variable Valve-Timing Engine
    • Expert Verlag, ISBN 3-8169-2271-6
    • Morton, T., Connors, R., Maloney, P., and Sampson, D., "Model-Based Optimal Calibration of a Dual Independent Variable Valve-Timing Engine" Design of Experiments (DOE) in der Motorenentwicklung, Expert Verlag, ISBN 3-8169-2271-6, 2003, pp 77-85.
    • (2003) Design of Experiments (DOE) in der Motorenentwicklung , pp. 77-85
    • Morton, T.1    Connors, R.2    Maloney, P.3    Sampson, D.4
  • 15
    • 85072414667 scopus 로고    scopus 로고
    • Simulation-Based Engine Calibration: Tools, Techniques, and Applications
    • Rask, E., and Sellnau, M., "Simulation-Based Engine Calibration: Tools, Techniques, and Applications" SAE Technical Paper No. 2004-01-1264, 2004.
    • (2004) SAE Technical Paper No. 2004-01-1264
    • Rask, E.1    Sellnau, M.2
  • 18
    • 85072460772 scopus 로고    scopus 로고
    • Cam-Phasing Optimization Using Artificial Neural Networks as Surrogate Models-Maximizing Torque Output
    • SAE Transactions - Journal of Engines
    • Wu, B., Prucka, R. G., Filipi, Z.S., Kramer, D.M., and Ohl, G.L., "Cam-Phasing Optimization Using Artificial Neural Networks as Surrogate Models-Maximizing Torque Output" SAE Technical Paper No. 2005-01-3757, SAE Transactions-Journal of Engines, 2005.
    • (2005) SAE Technical Paper No. 2005-01-3757
    • Wu, B.1    Prucka, R.G.2    Filipi, Z.S.3    Kramer, D.M.4    Ohl, G.L.5
  • 20
    • 85072469508 scopus 로고    scopus 로고
    • Modeling of a Turbocharged di Diesel Engine Using Artificial Neural Networks
    • He, Y., and Rutland, C. J., "Modeling of a Turbocharged DI Diesel Engine Using Artificial Neural Networks" SAE Technical Paper No. 2002-01-2772, 2002.
    • (2002) SAE Technical Paper No. 2002-01-2772
    • He, Y.1    Rutland, C.J.2
  • 21
    • 24644453848 scopus 로고    scopus 로고
    • Application of Artificial Neural Networks in Engine Modeling
    • He, Y., and Rutland, C. J., "Application of Artificial Neural Networks in Engine Modeling" International Journal of Engine Research, Vol. 5, No. 4, 2004, pp. 281-296.
    • (2004) International Journal of Engine Research , vol.5 , Issue.4 , pp. 281-296
    • He, Y.1    Rutland, C.J.2
  • 22
    • 85072443189 scopus 로고    scopus 로고
    • Optimization of Diesel Engine Operating Parameters Using Neural Networks
    • Brahma, I., and Rutland C. J., "Optimization of Diesel Engine Operating Parameters Using Neural Networks" SAE Technical Paper No. 2003-01-3228, 2003.
    • (2003) SAE Technical Paper No. 2003-01-3228
    • Brahma, I.1    Rutland, C.J.2
  • 23
    • 85072486072 scopus 로고    scopus 로고
    • On-board Diagnosis of Internal Combustion Engines: A New Model Definition and Experimental Validation
    • Grimaldi, C. N., and Mariani, F., "On-board Diagnosis of Internal Combustion Engines: a New Model Definition and Experimental Validation" SAE Technical Paper No. 970211, 1997.
    • (1997) SAE Technical Paper No. 970211
    • Grimaldi, C.N.1    Mariani, F.2
  • 25
    • 85072425208 scopus 로고    scopus 로고
    • Physical Modelling and Use of Modern System Identification for Real-Time Simulation of Spark Ignition Engines in All Phases of Engine Development
    • Krug, C., Liebl, J., Munk, F., Kammer, A., and Reuss, H.-C., "Physical Modelling and Use of Modern System Identification for Real-Time Simulation of Spark Ignition Engines in All Phases of Engine Development" SAE Technical Paper No. 2004-01-0421, 2004.
    • (2004) SAE Technical Paper No. 2004-01-0421
    • Krug, C.1    Liebl, J.2    Munk, F.3    Kammer, A.4    Reuss, H.-C.5
  • 29
    • 85072500899 scopus 로고
    • Optimization of Automotive Engine Calibration for Better Fuel Economy-Methods and Applications
    • Auiler, J. E., Zbrozek, J. D., and Blumberg, P. N., "Optimization of Automotive Engine Calibration for Better Fuel Economy-Methods and Applications" SAE Technical Paper 770076, 1977.
    • (1977) SAE Technical Paper 770076
    • Auiler, J.E.1    Zbrozek, J.D.2    Blumberg, P.N.3
  • 31
    • 85072506952 scopus 로고
    • A Computerized On-Line Approach to Calculating Optimum Engine Calibrations
    • Cassidy, J. F., "A Computerized On-Line Approach to Calculating Optimum Engine Calibrations" SAE Technical Paper 770078, 1977.
    • (1977) SAE Technical Paper 770078
    • Cassidy, J.F.1
  • 32
    • 85072416865 scopus 로고
    • Model Based On-Line Optimization for Modern Engine Management Systems
    • Voigt, K. U., "Model Based On-Line Optimization for Modern Engine Management Systems, SAE Technical Paper 931668, 1993.
    • (1993) SAE Technical Paper 931668
    • Voigt, K.U.1
  • 34
    • 85072486300 scopus 로고
    • Fully Automatic Determination and Optimization of Engine Control Characteristics
    • Hochschwarzer, H., Kriegler, W., and Schon M., "Fully Automatic Determination and Optimization of Engine Control Characteristics" SAE Technical Paper 920255, 1992.
    • (1992) SAE Technical Paper 920255
    • Hochschwarzer, H.1    Kriegler, W.2    Schon, M.3
  • 36
    • 0018468345 scopus 로고
    • Comparison of three methods for selecting values of input variables in the analysis of output from a computer code
    • McKay, M.D., Beckman, R.J., and Conover, W.J., "A comparison of three methods for selecting values of input variables in the analysis of output from a computer code." Technometrics, Vol. 21, No. 2, May 1979, pp. 239-245. (Pubitemid 9452235)
    • (1979) Technometrics , vol.21 , Issue.2 , pp. 239-245
    • McKay, M.D.1    Beckman, R.J.2    Conover, W.J.3
  • 38
    • 85072473018 scopus 로고    scopus 로고
    • Using Neural Networks to Compensate Altitude Effects on the Air Flow Rate in Variable Valve Timing Engines
    • SAE Transactions - Journal of Engines
    • Wu, B., Filipi, Z., Kramer, D.M., Ohl, G.L., Prucka, M.J., and DiValentin, E., "Using Neural Networks to Compensate Altitude Effects on the Air Flow Rate in Variable Valve Timing Engines." SAE Technical Paper No. 2005-01-0066, SAE Transactions-Journal of Engines, 2005.
    • (2005) SAE Technical Paper No. 2005-01-0066
    • Wu, B.1    Filipi, Z.2    Kramer, D.M.3    Ohl, G.L.4    Prucka, M.J.5    Divalentin, E.6
  • 39
    • 85083925928 scopus 로고    scopus 로고
    • The Control of a VVA-Equipped SI Engine Operation by Means of 1D Simulation and Mathematical Optimization
    • Bozza, F., Gimelli, A., and Tuccillo, R., "The Control of a VVA-Equipped SI Engine Operation by Means of 1D Simulation and Mathematical Optimization" SAE Technical Paper No. 2002-01-1107, 2002.
    • (2002) SAE Technical Paper No. 2002-01-1107
    • Bozza, F.1    Gimelli, A.2    Tuccillo, R.3
  • 40
    • 85072480355 scopus 로고    scopus 로고
    • A theoretical comparison of various VVA systems for performance and emission improvement of SI-engines
    • Bozza, F., Gimelli, A., Senatore, A., and Caraceni, A., "A theoretical comparison of various VVA systems for performance and emission improvement of SI-engines" SAE Technical Paper No. 2001-01-0670, 2001.
    • (2001) SAE Technical Paper No. 2001-01-0670
    • Bozza, F.1    Gimelli, A.2    Senatore, A.3    Caraceni, A.4
  • 41
    • 85072421738 scopus 로고    scopus 로고
    • Two-Step Variable Valve Actuation for Fuel Economy, Emissions, and Performance
    • Sellnau, M., and Rask, E., "Two-Step Variable Valve Actuation for Fuel Economy, Emissions, and Performance" SAE Technical Paper No. 2004-01-1264, 2004.
    • (2004) SAE Technical Paper No. 2004-01-1264
    • Sellnau, M.1    Rask, E.2
  • 42
    • 84877392717 scopus 로고    scopus 로고
    • Ricardo Software, Ricardo, Inc. November
    • WAVE V5 Engine Reference Manual, Ricardo Software, Ricardo, Inc., November, 2002.
    • (2002) WAVE V5 Engine Reference Manual
  • 43
    • 84877416620 scopus 로고    scopus 로고
    • Ricardo Software, Ricardo, Inc. November
    • WAVE V5 Basic Reference Manual, Ricardo Software, Ricardo, Inc., November, 2002.
    • (2002) WAVE V5 Basic Reference Manual
  • 44
    • 0019068258 scopus 로고
    • Further refinement and validation of a turbulent flame propagation model for spark-ignition engines
    • Tabaczynski, R.J., Trinker, F.H., and Shannon, B.A., "Further refinement and validation of a turbulent flame propagation model for spark-ignition engines" Combustion and Flame, Vol. 39, No. 2, 1980, pp. 111-121.
    • (1980) Combustion and Flame , vol.39 , Issue.2 , pp. 111-121
    • Tabaczynski, R.J.1    Trinker, F.H.2    Shannon, B.A.3
  • 45
    • 85072414062 scopus 로고
    • The effect of chamber geometry on spark-ignition engine combustion
    • Poulos, S.G., and Heywood, J.B., "The effect of chamber geometry on spark-ignition engine combustion" SAE Technical Paper No. 830334, 1983.
    • (1983) SAE Technical Paper No. 830334
    • Poulos, S.G.1    Heywood, J.B.2
  • 46
    • 85072359804 scopus 로고
    • Quasi-dimensional computer simulation of the turbocharged spark-ignition engine and its use for 2- and 4-valve engine matching studies
    • SAE Transactions, Sec. 3
    • Filipi, Z., and Assanis, D.N., "Quasi-dimensional computer simulation of the turbocharged spark-ignition engine and its use for 2- and 4-valve engine matching studies" SAE Technical Paper No. 910075, SAE Transactions, Vol. 100, Sec. 3, 1991.
    • (1991) SAE Technical Paper No. 910075 , vol.100
    • Filipi, Z.1    Assanis, D.N.2
  • 48
    • 84990373660 scopus 로고    scopus 로고
    • The Effect of Stroke-to-Bore Ratio on Combustion, Heat Transfer and Performance of a Homogeneous-Charge Spark-Ignited Engine of Given Displacement
    • JER0500, London
    • Filipi, Z.S., and Assanis, D.N., "The Effect of Stroke-to-Bore Ratio on Combustion, Heat Transfer and Performance of a Homogeneous-Charge Spark-Ignited Engine of Given Displacement" International Journal of Engine Research, Volume 1, No. 2, JER0500, London, 2000, pp. 191-208.
    • (2000) International Journal of Engine Research , vol.1 , Issue.2 , pp. 191-208
    • Filipi, Z.S.1    Assanis, D.N.2
  • 49
    • 84877417355 scopus 로고    scopus 로고
    • Engineous Software, www.engineous.com


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.