Path-forecasting for HEV optimal energy management (POEM)

This paper studies a control strategy using path-forecasting for Hybrid Electric Vehicle (HEV) optimal energy management (POEM). In the previous work, a receding horizon control (RHC) approach was developed to solve a dynamic programming (DP) formulated optimization problem where preview information of an intended route is utilized to schedule battery state of charge (SoC) usage profile along the route for optimal fuel economy of HEVs. This paper presents our recent work that further developed POEM strategy with refined route segmentation rules and fuel consumption estimation. The work also contains the development of a simulation platform integrating POEM strategy with a production level vehicle control strategy, fuel economy evaluation of POEM under different driving cycles, and the robustness study of the POEM strategy.

[1]  Yang Bin,et al.  Multi-information integrated trip specific optimal power management for plug-in hybrid electric vehicles , 2009, 2009 American Control Conference.

[2]  Yi Lu Murphey,et al.  Intelligent Trip Modeling for the Prediction of an Origin–Destination Traveling Speed Profile , 2014, IEEE Transactions on Intelligent Transportation Systems.

[3]  Ilya V. Kolmanovsky,et al.  Optimally controlling Hybrid Electric Vehicles using path forecasting , 2009, 2009 American Control Conference.

[4]  Yeong-Il Park,et al.  Multi-Mode Driving Control of a Parallel Hybrid Electric Vehicle Using Driving Pattern Recognition , 2002 .

[5]  Yaoyu Li,et al.  Trip based optimal power management of plug-in hybrid electric vehicles using gas-kinetic traffic flow model , 2008, 2008 American Control Conference.

[6]  Huei Peng,et al.  Power management strategy for a parallel hybrid electric truck , 2003, IEEE Trans. Control. Syst. Technol..

[7]  F. R. Salmasi,et al.  Control Strategies for Hybrid Electric Vehicles: Evolution, Classification, Comparison, and Future Trends , 2007, IEEE Transactions on Vehicular Technology.

[8]  Yoshitaka Deguchi,et al.  HEV Charge/Discharge Control System Based on Navigation Information , 2004 .

[9]  Y. Yokoi,et al.  Novel energy management system for hybrid electric vehicles utilizing car navigation over a commuting route , 2004, IEEE Intelligent Vehicles Symposium, 2004.

[10]  Munther A. Dahleh,et al.  Path dependent receding horizon control policies for Hybrid Electric Vehicles , 2009, 2009 IEEE Control Applications, (CCA) & Intelligent Control, (ISIC).