This content is not included in your SAE MOBILUS subscription, or you are not logged in.

Stochastic Synthesis of Representative and Multidimensional Driving Cycles

Journal Article
2018-01-0095
ISSN: 2167-4191, e-ISSN: 2167-4205
Published April 03, 2018 by SAE International in United States
Stochastic Synthesis of Representative and Multidimensional Driving Cycles
Sector:
Citation: Esser, A., Zeller, M., Foulard, S., and Rinderknecht, S., "Stochastic Synthesis of Representative and Multidimensional Driving Cycles," SAE Int. J. Alt. Power. 7(3):263-272, 2018, https://doi.org/10.4271/2018-01-0095.
Language: English

References

  1. Nyberg , P. , Frisk , E. , and Nielsen , L. Driving Cycle Equivalence and Transformation IEEE Trans. Veh. Technol. 66 3 1963 1974 2017
  2. André , M. , Joumard , R. , Vidon , R. , Tassel , P. et al. Real-world European Driving Cycles, for Measuring Pollutant Emissions from High- and Low-Powered Cars Atmos. Environ. 40 31 5944 5953 2006
  3. André , M. and Rapone , M. Analysis and Modelling of the Pollutant Emissions from European Cars Regarding the Driving Characteristics and Test Cycles Atmos. Environ. 43 5 986 995 2009
  4. Carlson , R. , Lohse-Busch , H. , Duoba , M. , and Shidore , N. Drive Cycle Fuel Consumption Variability of Plug-In Hybrid Electric Vehicles Due to Aggressive Driving SAE Technical Paper 2009-01-1335 2009 10.4271/2009-01-1335
  5. Durbin , T.D. , Wilson , R.D. , Norbeck , J.M. , Miller , J.W. et al. Estimates of the Emission Rates of Ammonia from Light-Duty Vehicles Using Standard Chassis Dynamometer Test Cycles Atmos. Environ. 36 9 1475 1482 2002
  6. Ericsson , E. Variability in Urban Driving Patterns Transp. Res. Part Transp. Environ. 5 5 337 354 2000
  7. Fontaras , G. , Franco , V. , Dilara , P. , Martini , G. et al. Development and Review of Euro 5 Passenger Car Emission Factors Based on Experimental Results over Various Driving Cycles Sci. Total Environ. 468-469 1034 1042 2014
  8. Fontaras , G. , Karavalakis , G. , Kousoulidou , M. , Tzamkiozis , T. et al. Effects of Biodiesel on Passenger car Fuel Consumption, Regulated and Non-Regulated Pollutant Emissions over Legislated and Real-World Driving Cycles Fuel 88 9 1608 1617 2009
  9. Fu , L. , Hao , J. , He , D. , He , K. et al. Assessment of Vehicular Pollution in China J. Air Waste Manag. Assoc. 51 5 658 668 2001
  10. Holmén , B.A. and Niemeier , D.A. Characterizing the Effects of Driver Variability on Real-World Vehicle Emissions Transp. Res. Part Transp. Environ. 3 2 117 128 1998
  11. Kean , A.J. , Harley , R.A. , and Kendall , G.R. Effects of Vehicle Speed and Engine Load on Motor Vehicle Emissions Environ. Sci. Technol. 37 17 3739 3746 2003 10.1021/es0263588
  12. Pelkmans , L. and Debal , P. Comparison of On-Road Emissions with Emissions Measured on Chassis Dynamometer Test Cycles Transp. Res. Part Transp. Environ. 11 4 233 241 2006
  13. Wang , W.G. , Lyons , D.W. , Clark , N.N. , Gautam , M. et al. Emissions from Nine Heavy Trucks Fueled by Diesel and Biodiesel Blend without Engine Modification Environ. Sci. Technol. 34 6 933 939 2000
  14. Zervas , E. and Bikas , G. Impact of the Driving Cycle on the NOx and Particulate Matter Exhaust Emissions of Diesel Passenger Cars Energy Fuels 22 3 1707 1713 2008
  15. Jaafar , A. , Sareni , B. , and Roboam , X. A Systemic Approach Integrating Driving Cycles for the Design of Hybrid Locomotives IEEE Trans. Veh. Technol. 62 8 3541 3550 2013
  16. Smith , R. , Shahidinejad , S. , Blair , D. , and Bibeau , E.L. Characterization of Urban Commuter Driving Profiles to Optimize Battery Size in Light-Duty Plug-In Electric Vehicles Transp. Res. Part Transp. Environ. 16 3 218 224 2011
  17. Ravey , A. , Watrin , N. , Blunier , B. , and Miraoui , A. Energy Sources Sizing for Hybrid Fuel Cell Vehicles Based on Statistical Description of Driving Cycles 2010 IEEE Vehicle Power and Propulsion Conference 2010 1 6
  18. Hellgren , J. and Jonasson , E. Maximisation of Brake Energy Regeneration in a Hybrid Electric Parallel Car Int. J. Electr. Hybrid Veh. 1 1 95 121 2007
  19. Maxoulis , C.N. , Tsinoglou , D.N. , and Koltsakis , G.C. Modeling of Automotive Fuel Cell Operation in Driving Cycles Energy Convers. Manag. 45 4 559 573 2004
  20. Pourabdollah , M. , Murgovski , N. , Grauers , A. , and Egardt , B. Optimal Sizing of a Parallel PHEV Powertrain IEEE Trans. Veh. Technol. 62 6 2469 2480 2013
  21. Souffran , G. , Miegeville , L. , and Guerin , P. Simulation of Real-World Vehicle Missions Using a Stochastic Markov Model for Optimal Powertrain Sizing IEEE Trans. Veh. Technol. 61 8 3454 3465 2012
  22. Pisu , P. and Rizzoni , G. A Comparative Study of Supervisory Control Strategies for Hybrid Electric Vehicles IEEE Trans. Control Syst. Technol. 15 3 506 518 2007
  23. Schwarzer , V. , Ghorbani , R. , and Rocheleau , R. Drive Cycle Generation for Stochastic Optimization of Energy Management Controller for Hybrid Vehicles 2010 IEEE International Conference on Control Applications 2010 536 540
  24. Koot , M. , Kessels , J.T.B.A. , de Jager , B. , Heemels , W.P.M.H. et al. Energy Management Strategies for Vehicular Electric Power Systems IEEE Trans. Veh. Technol. 54 3 771 782 2005
  25. Stockar , S. , Marano , V. , Canova , M. , Rizzoni , G. et al. Energy-Optimal Control of Plug-In Hybrid Electric Vehicles for Real-World Driving Cycles IEEE Trans. Veh. Technol. 60 7 2949 2962 2011
  26. Gao , J.-P. , Zhu , G.-M.G. , Strangas , E.G. , and Sun , F.-C. Equivalent Fuel Consumption Optimal Control of a Series Hybrid Electric Vehicle Proc. Inst. Mech. Eng. Part J. Automob. Eng. 223 8 1003 1018 2009
  27. Manzie , C. , Watson , H. , and Halgamuge , S. Fuel Economy Improvements for Urban Driving: Hybrid vs. Intelligent Vehicles Transp. Res. Part C Emerg. Technol. 15 1 1 16 2007
  28. Park , J. , Chen , Z. , Kiliaris , L. , Kuang , M.L. et al. Intelligent Vehicle Power Control Based on Machine Learning of Optimal Control Parameters and Prediction of Road Type and Traffic Congestion IEEE Trans. Veh. Technol. 58 9 4741 4756 2009
  29. Wang , Z. , Huang , B. , Li , W. , and Xu , Y. Particle Swarm Optimization for Operational Parameters of Series Hybrid Electric Vehicle 2006 IEEE International Conference on Robotics and Biomimetics 2006 682 688
  30. Kent , J.H. , Allen , G.H. , and Rule , G. A Driving Cycle for Sydney Transp. Res. 12 3 147 152 1978
  31. Wang , Q. , Huo , H. , He , K. , Yao , Z. et al. Characterization of Vehicle Driving Patterns and Development of Driving Cycles in Chinese Cities Transp. Res. Part Transp. Environ. 13 5 289 297 2008
  32. Hung , W.T. , Tong , H.Y. , Lee , C.P. , Ha , K. et al. Development of a Practical Driving Cycle Construction Methodology: A Case Study in Hong Kong Transp. Res. Part Transp. Environ. 12 2 115 128 2007
  33. Kamble , S.H. , Mathew , T.V. , and Sharma , G.K. Development of Real-World Driving Cycle: Case Study of Pune, India Transp. Res. Part Transp. Environ. 14 2 132 140 2009
  34. Lipar , P. , Strnad , I. , Česnik , M. , and Maher , T. Development of Urban Driving Cycle with GPS Data Post Processing Promet - TrafficTransportation 28 4 353 364 2016
  35. Shahidinejad , S. , Bibeau , E. , and Filizadeh , S. Statistical Development of a Duty Cycle for Plug-In Vehicles in a North American Urban Setting Using Fleet Information IEEE Trans. Veh. Technol. 59 8 3710 3719 2010
  36. André , M. The ARTEMIS European Driving Cycles for Measuring Car Pollutant Emissions Sci. Total Environ. 334 335 73 84 2004
  37. Gong , Q. , Midlam-Mohler , S. , Marano , V. , and Rizzoni , G. An Iterative Markov Chain Approach for Generating Vehicle Driving Cycles SAE Int. J. Engines 4 1 1035 1045 2011 10.4271/2011-01-0880
  38. Skugor , B. Delivery Vehicle Fleet Data Collection, Analysis and Naturalistic Driving Cycles Synthesis http://www.inderscienceonline.com/doi/pdf/10.1504/IJISD.2016.073412 2016
  39. Torp , E. and Önnegren , P. 2013
  40. Nyberg , P. , Frisk , E. , and Nielsen , L. Generation of Equivalent Driving Cycles Using Markov Chains and Mean Tractive Force Components IFAC Proc. 47 3 8787 8792 2014
  41. Silvas , E. IEEE Transactions on Vehicular Technology 2016
  42. Lee , T.-K. and Filipi , Z.S. Synthesis of Real-World Driving Cycles Using Stochastic Process and Statistical Methodology Int. J. Veh. Des. 57 1 17 36 2011
  43. Nyberg , P. and Frisk , E. IEEE Trans. Veh. Technol. 2016
  44. Lin , J. and Niemeier , D.A. An Exploratory Analysis Comparing a Stochastic Driving Cycle to California’s Regulatory Cycle Atmos. Environ. 36 38 5759 5770 2002
  45. Dai , Z.
  46. Lin , J. and Niemeier , D.A. Estimating Regional Air Quality Vehicle Emission Inventories: Constructing Robust Driving Cycles Transp. Sci. 37 3 330 346 2003
  47. Ashtari , A. , Bibeau , E. , and Shahidinejad , S. Using Large Driving Record Samples and a Stochastic Approach for Real-World Driving Cycle Construction: Winnipeg Driving Cycle Transp. Sci. 48 2 170 183 2012

Cited By