Open Access

A Methodology for the Reverse Engineering of the Energy Management Strategy of a Plug-In Hybrid Electric Vehicle for Virtual Test Rig Development

Journal Article
14-11-01-0009
ISSN: 2691-3747, e-ISSN: 2691-3755
Published September 22, 2021 by SAE International in United States
A Methodology for the Reverse Engineering of the Energy Management
                    Strategy of a Plug-In Hybrid Electric Vehicle for Virtual Test Rig
                    Development
Sector:
Citation: Millo, F., Rolando, L., Pulvirenti, L., and Di Pierro, G., "A Methodology for the Reverse Engineering of the Energy Management Strategy of a Plug-In Hybrid Electric Vehicle for Virtual Test Rig Development," SAE Int. J. Elec. Veh. 11(1):113-132, 2022, https://doi.org/10.4271/14-11-01-0009.
Language: English

References

  1. Lindsey , R. 2020 https://www.climate.gov/news-features/understanding-climate/climate-change-atmospheric-carbon-dioxide
  2. Lindsey , R. 2020 https://earthobservatory.nasa.gov/features/EnergyBalance
  3. European Commission 2020 http://ec.europa.eu/clima/policies/international/negotiations/paris_en
  4. European Parliament 2 2020 http://www.europarl.europa.eu/news/en/headlines/society/20190313STO31218/co2-emissions-from-cars-facts-and-figures-infographics
  5. European Environment Agency 2020 https://www.eea.europa.eu/data-and-maps/indicators/transport-emissions-of-greenhouse-gases/transport-emissions-of-greenhouse-gases-12
  6. Mock , P. 2 2020 https://www.theicct.org/sites/default/files/publications/Role_of_EU-CO2_Standard_20180212.pdf
  7. European Commission 2020 https://ec.europa.eu/clima/policies/transport/vehicles/regulation_en
  8. ICCT 2018
  9. Millo , F. , Rolando , L. , Fuso , R. , and Mallamo , F. Real CO 2 Emissions Benefits and End User’s Operating Costs of a Plug-In Hybrid Electric Vehicle Applied Energy 114 2014 563 571 https://doi.org/10.1016/j.apenergy.2013.09.014
  10. Sciarretta , A. and Guzzella , L. Control of Hybrid Electric Vehicles IEEE Control Systems Magazine 27 2 2007 60 70 https://doi.org/10.1109/MCS.2007.338280
  11. Salmasi , F.R. Control Strategies for Hybrid Electric Vehicles: Evolution, Classification, Comparison, and Future Trends IEEE Transactions on Vehicular Technology 56 5 2007 2393 2404 https://doi.org/10.1109/TVT.2007.899933
  12. Onori , S. , Serrao , L. , and Rizzoni , G. Hybrid Electric Vehicles: Energy Management Strategies London Springer 2016 978-1-4471-6781-5
  13. Rolando , L. 2012 978-3639514513
  14. Tran , D.D. , Vafaeipour , M. , El Baghdadi , M. , Barrero , R. et al. Thorough State-of-the-Art Analysis of Electric and Hybrid Vehicle Powertrains: Topologies and Integrated Energy Management Strategies Renewable and Sustainable Energy Reviews 119 2019 109596 https://doi.org/10.1016/j.rser.2019.109596
  15. Ali , A.M. and Söffker , D. Towards Optimal Power Management of Hybrid Electric Vehicles in Real-Time: A Review on Methods, Challenges, and State-of-the-Art Solutions Energies 11 2018 476 https://doi.org/10.3390/en11030476
  16. Bertsekas , D. Dynamic Programming and Optimal Control Belmont, MA Athena Scientific 1995 1-886529-26-4
  17. Sundström , O. , Ambühl , D. , and Guzzella , L. On Implementation of Dynamic Programming for Optimal Control Problems with Final State Constraints Oil and Gas Science and Technology - Rev. IFP 65 2009 91 102 https://doi.org/10.2516/ogst/2009020
  18. Paganelli , G. 1999
  19. Paganelli , G. , Guerra , T.M. , Delprat , S. , and Santin , J. Simulation and Assessment of Power Control Strategies for a Parallel Hybrid Car Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering 214 2000 705 717
  20. Serrao , L. , Onori , S. , and Rizzoni , G. ECMS as a Realization of Pontryagin’s Minimum Principle for HEV Control Proceedings of the American Control Conference 2009 3964 3969 https://doi.org/10.1109/ACC.2009.5160628
  21. Sabri M. 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
  22. Van Barel , G. , Huybrechts , T. , Vanommeslaeghe , Y. , Blontrock , D. et al. 2017 https://doi.org/10.1007/978-3-319-69835-9_71
  23. Vinot , E. , Scordia , J. , Trigui , R. , Jeanneret , B. et al. Model Simulation, Validation and Case Study of the 2004 THS of Toyota Prius International Journal of Vehicle Systems Modelling and Testing 3 2008 139 167 https://doi.org/10.1504/IJVSMT.2008.023835
  24. Kim , N. , Rousseau , A. , and Rask , E. Autonomie Model Validation with Test Data for 2010 Toyota Prius SAE Technical Paper 2012-01-1040 2012 https://doi.org/10.4271/2012-01-1040
  25. Jeong , J. , Lee , W. , Kim , N. , Stutenberg , K. et al. Control Analysis and Model Validation for BMW i3 Range Extender SAE Technical Paper 2017-01-1152 2017 https://doi.org/10.4271/2017-01-1152
  26. Cubito , C. , Rolando , L. , Millo , F. , Ciuffo , B. et al. Energy Management Analysis under Different Operating Modes for a Euro-6 Plug-In Hybrid Passenger Car SAE Technical Paper 2017-01-1160 2017 https://doi.org/10.4271/2017-01-1160
  27. Doulgeris , S. , Dimaratos , A. , Zacharof , N. , Toumasatos , Z. et al. Real World Fuel Consumption Prediction via a Combined Experimental and Modeling Technique Science of the Total Environment 734 2020 139254 https://doi.org/10.1016/j.scitotenv.2020.139254
  28. DiPierro , G. , Galvagno , E. , Mari , G. , Millo , F. et al. A Reverse-Engineering Method for Powertrain Parameters Characterization Applied to a P2 Plug-In Hybrid Electric Vehicle with Automatic Transmission SAE Technical Paper 2020-37-0021 2020 https://doi.org/10.4271/2020-37-0021
  29. UNECE 2015 https://tinyurl.com/cxmdcdzy
  30. UNECE 2015 https://tinyurl.com/859eyr6c
  31. European Commission 2017 https://tinyurl.com/53ecjp7s
  32. Media.daimler 2020 https://tinyurl.com/y37zrbn6
  33. Millo , F. , Rolando , L. , and Andreata , M. Numerical Simulation for Vehicle Powertrain Development Awrejcewicz , J. , Numerical Analysis—Theory and Application InTech 2011 https://doi.org/10.5772/24111
  34. Samad , N.A. , Siegel , J.B. , and Stefanopoulou , A.G. Parameterization and Validation of a Distributed Coupled Electro-Thermal Model for Prismatic Cells Proceedings of the ASME 2014 Dynamic Systems and Control Conference, DSCC 2014 2 2014 10.1115/DSCC2014-6321
  35. Samad , N.A. , Kim , Y. , Siegel , J.B. , and Stefanopoulou , A.G. Influence of Battery Downsizing and SOC Operating Window on Battery Pack Performance in a Hybrid Electric Vehicle 2015 IEEE Vehicle Power Propulsion Conference VPPC 2015—Proceedings 2015 https://doi.org/10.1109/VPPC.2015.7352966
  36. Pulvirenti , L. , Rolando , L. , and Millo , F. Energy Management System Optimization Based on V2X Connectivity 2021 FISITA World Congress Proceedings 2021 https://doi.org/10.46720/F2020-ADM-087

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