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Optimal Equivalent Consumption Minimization Strategy for Plug-In Hybrid Electric Vehicle with Improved Genetic Algorithm

Journal Article
14-09-02-0009
ISSN: 2691-3747, e-ISSN: 2691-3755
Published June 23, 2020 by SAE International in United States
Optimal Equivalent Consumption Minimization Strategy for Plug-In Hybrid Electric Vehicle with Improved Genetic Algorithm
Sector:
Citation: Wei, C., Chen, Y., Sun, X., and Zhang, Y., "Optimal Equivalent Consumption Minimization Strategy for Plug-In Hybrid Electric Vehicle with Improved Genetic Algorithm," SAE Int. J. Elec. Veh. 9(2):143-154, 2020, https://doi.org/10.4271/14-09-02-0009.
Language: English

References

  1. Watanabe , T. , Tsuchiya , E. , Ebina , M. , Osada , Y. et al. High Efficiency Electromagnetic Torque Converter for Hybrid Electric Vehicles SAE Int. J. Alt. Power. 5 2 228 236 2016 https://doi.org/10.4271/2016-01-1162
  2. Chen , Z. , Xiong , R. , Wang , C. , and Cao , J. An On-Line Predictive Energy Management Strategy for Plug-In Hybrid Electric Vehicles to Counter the Uncertain Prediction of the Driving Cycle Applied Energy 185 1663 1672 2016 https://doi.org/10.1016/j.apenergy.2016.01.071
  3. M. Sabri , M.F. , Danapalasingam , K.A. , and Rahmat , M.F. A Review on Hybrid Electric Vehicles Architecture and Energy Management Strategies Renewable and Sustainable Energy Reviews 53 1433 1442 2016 https://doi.org/10.1016/j.rser.2015.09.036
  4. HomChaudhuri , B. , Lin , R. , and Pisu , P. Hierarchical Control Strategies for Energy Management of Connected Hybrid Electric Vehicles in Urban Roads Transportation Research Part C 62 70 86 2016 https://doi.org/10.1016/j.trc.2015.11.013
  5. Zhang , P. , Yan , F. , and Du , C. A Comprehensive Analysis of Energy Management Strategies for Hybrid Electric Vehicles Based on Bibliometrics Renewable and Sustainable Energy Reviews 48 88 104 2015 https://doi.org/10.1016/j.rser.2015.03.093
  6. Wu , J. , Zhang , C.H. , and Cui , N.X. PSO Algorithm-Based Parameter Optimization for HEV Powertrain and Its Control Strategy International Journal of Automotive Technology 9 53 59 2008 https://doi.org/10.1007/s12239-008-0007-8
  7. Chen , Z. , Xiong , R. , Wang , K. , and Jiao , B. Optimal Energy Management Strategy of a Plug-In Hybrid Electric Vehicle Based on a Particle Swarm Optimization Algorithm Energies 8 3661 3678 2015 https://doi.org/10.3390/en8053661
  8. Poursamad , A. and Montazeri , M. Design of Genetic-Fuzzy Control Strategy for Parallel Hybrid Electric Vehicles Control Engineering Practice 16 861 873 2007 https://doi.org/10.1016/j.conengprac.2007.10.003
  9. Liu , Y. , Gao , J. , Qin , D. , Zhang , Y. , and Lei , Z. Rule-Corrected Energy Management Strategy for Hybrid Electric Vehicles Based on Operation-Mode Prediction Journal of Cleaner Production 188 796 806 2018 https://doi.org/10.1016/j.jclepro.2018.04.024
  10. Panday , A. and Bansal , H.O. A Review of Optimal Energy Management Strategies for Hybrid Electric Vehicle International Journal of Vehicular Technology 2014 1 19 2014 https://doi.org/10.1155/2014/160510
  11. Gu , B. and Rizzoni , G. An Adaptive Algorithm for Hybrid Electric Vehicle Energy Management Based on Driving Pattern Recognition ASME 2006 International Mechanical Engineering Congress and Exposition 2006 249 258 https://doi.org/10.1115/IMECE2006-13951
  12. Serrao , L. , Onori , S. , and Rizzoni , G. A Comparative Analysis of Energy Management Strategies for Hybrid Electric Vehicles Journal of Dynamic Systems, Measurement, and Control 133 031012 2011 https://doi.org/10.1115/1.4003267
  13. Di Cairano , S. , Bernardini , D. , Bemporad , A. , and Kolmanovsky , I.V. Stochastic MPC with Learning for Driver-Predictive Vehicle Control and Its Application to HEV Energy Management IEEE Transactions on Control Systems Technology 22 1018 1031 2013 https://doi.org/10.1109/TCST.2013.2272179
  14. Liu , Y. , Li , J. , Ye , M. , Qin , D. et al. Optimal Energy Management Strategy for a Plug-In Hybrid Electric Vehicle Based on Road Grade Information Energies 10 412 2017 https://doi.org/10.3390/en10040412
  15. Musardo , C. , Rizzoni , G. , Guezennec , Y. , and Staccia , B. A-ECMS: An Adaptive Algorithm for Hybrid Electric Vehicle Energy Management European Journal of Control 11 509 524 https://doi.org/10.3166/ejc.11.509-524
  16. Paganelli , G. , Delprat , S. , Guerra , T.M. , Rimaux , J. Santin , J.J. Equivalent Consumption Minimization Strategy for Parallel Hybrid Powertrains Vehicular Technology Conference, IEEE 55th Vehicular Technology Conference, VTC Spring 2002 Birmingham, AL, USA 2002 2076 2081 https://doi.org/10.1109/VTC.2002.1002989
  17. Rezaei , A. , Burl , J.B. , and Zhou , B. Estimation of the ECMS Equivalent Factor Bounds for Hybrid Electric Vehicles IEEE Transactions on Control Systems Technology, no. 26 2198 2205 2017 https://doi.org/10.1109/TCST.2017.2740836
  18. Gurkaynak , Y. , Khaligh , A. , and Emadi , A. Neural Adaptive Control Strategy for Hybrid Electric Vehicles with Parallel Powertrain 2010 IEEE Vehicle Power and Propulsion Conference Lille, France 2010 1 6 https://doi.org/10.1109/VPPC.2010.5729084
  19. Sun , C. , Sun , F. , and He , H. Investigating Adaptive-ECMS with Velocity Forecast Ability for Hybrid Electric Vehicles Applied Energy 185 2017 1644 1653 2017 https://doi.org/10.1016/j.apenergy.2016.02.026
  20. Zeng , Y. , Cai , Y. , Kou , G. , Gao , W. , and Qin , D. Energy Management for Plug-In Hybrid Electric Vehicle Based on Adaptive Simplified-ECMS Sustainability 10 2060 2018 https://doi.org/10.3390/su10062060
  21. Rezaei , A. , Burl , J.B. , Zhou , B. , and Rezaei , M. A New Real-Time Optimal Energy Management Strategy for Parallel Hybrid Electric Vehicles IEEE Transactions on Control Systems Technology 27 830 837 2017 https://doi.org/10.1109/TCST.2017.2775184
  22. Deep , K. , Singh , K.P. , Kansal , M.L. , and Mohan , C. A Real Coded Genetic Algorithm for Solving Integer and Mixed Integer Optimization Problems Applied Mathematics and Computation 212 505 518 2009 https://doi.org/10.1016/j.amc.2009.02.044
  23. Serrao , L. , Onori , S. Rizzoni , G. ECMS as a Realization of Pontryagin’s Minimum Principle for HEV Control 2009 American Control Conference June 2009 3964 3969 https://doi.org/10.1109/ACC.2009.5160628
  24. De Jager , B. , Steinbuch , M. , and van Keulen , T. 2008 An Adaptive Sub-Optimal Energy Management Strategy for Hybrid Drive-Trains IFAC Proceedings Volumes 41 2008 102 107 https://doi.org/10.3182/20080706-5-KR-1001.00017
  25. Onori , S. Serrao , L. On Adaptive-ECMS Strategies for Hybrid Electric Vehicles Proceedings of the International Scientific Conference on Hybrid and Electric Vehicles Malmaison, France December 2011
  26. Onori , S. , Serrao , L. , and Rizzoni , G. Hybrid Electric Vehicles: Energy Management Strategies 13 Berlin Heidelberg Springer 2016
  27. Zheng , C. , Li , W. , and Liang , Q. An Energy Management Strategy of Hybrid Energy Storage Systems for Electric Vehicle Applications IEEE Transactions on Sustainable Energy 9 1880 1888 2018 https://doi.org/10.1109/TSTE.2018.2818259

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