The development and numerical verification of a compromised real time optimal control algorithm for hybrid electric vehicle

Abstract Hybrid electric vehicles (HEV) have been recognized as a viable technology to significantly improve the fuel economy of on-road vehicles operated in urban areas featuring frequent stop-and-go operation. The optimization of the HEV control strategy is a dynamic optimal problem involving a nonlinear cost function and several nonlinear constraints. To take advantage of the global optimality of dynamic programming (DP) and the real-time capability of the equivalent consumption minimization strategy (ECMS) in optimizing the HEV operation strategy, a model that combines ECMS with DP is proposed in this paper, which is defined as ECMSwDP. Using this approach, the optimal equivalent factor λ for ECMS is derived using DP under various driving conditions and the different grades of synthetic driving cycle. The fuel economy simulated using the ECMSwDP control strategy is comparable to the optimal solution derived using DP. The potential of the real-time control strategy developed using ECMSwDP to improve fuel economy is demonstrated using a transit hybrid electric bus as an example.

[1]  Federico Bella,et al.  Spray‐Dried Mesoporous Mixed Cu‐Ni Oxide@Graphene Nanocomposite Microspheres for High Power and Durable Li‐Ion Battery Anodes , 2018, Advanced Energy Materials.

[2]  Thierry-Marie Guerra,et al.  Optimal control of a parallel powertrain: from global optimization to real time control strategy , 2002, Vehicular Technology Conference. IEEE 55th Vehicular Technology Conference. VTC Spring 2002 (Cat. No.02CH37367).

[3]  Sun Chao,et al.  Real-time global driving cycle construction and the application to economy driving pro system in plug-in hybrid electric vehicles , 2018, Energy.

[4]  S. Kutter,et al.  Predictive online control for hybrids: Resolving the conflict between global optimality, robustness and real-time capability , 2010, 2010 IEEE Vehicle Power and Propulsion Conference.

[5]  Wei Qi Development of Real-time Optimal Control Strategy of Hybrid Transit Bus Based on Predicted Driving Pattern , 2016 .

[6]  Nicolò Cavina,et al.  Battery state of charge management strategies for a real-time controller of a Plug-in Hybrid Electric Vehicle , 2018 .

[7]  Alireza Khaligh,et al.  Optimization of Sizing and Battery Cycle Life in Battery/Ultracapacitor Hybrid Energy Storage Systems for Electric Vehicle Applications , 2014, IEEE Transactions on Industrial Informatics.

[8]  Teng Liu,et al.  Predictive vehicle-following power management for plug-in hybrid electric vehicles , 2019, Energy.

[9]  Pierluigi Pisu,et al.  A Comparative Study Of Supervisory Control Strategies for Hybrid Electric Vehicles , 2007, IEEE Transactions on Control Systems Technology.

[10]  Ali Emadi,et al.  Classification and Review of Control Strategies for Plug-In Hybrid Electric Vehicles , 2011, IEEE Transactions on Vehicular Technology.

[11]  Olle Sundström,et al.  A generic dynamic programming Matlab function , 2009, 2009 IEEE Control Applications, (CCA) & Intelligent Control, (ISIC).

[12]  Bernhard Geringer,et al.  Applying forward dynamic programming to combined energy and thermal management optimization of hybrid electric vehicles , 2018 .

[13]  Federico Bella,et al.  Room temperature ionic liquid (RTIL)-based electrolyte cocktails for safe, high working potential Li-based polymer batteries , 2019, Journal of Power Sources.

[14]  Hari Om Bansal,et al.  A Review of Optimal Energy Management Strategies for Hybrid Electric Vehicle , 2014 .

[15]  Thierry-Marie Guerra,et al.  Equivalent consumption minimization strategy for parallel hybrid powertrains , 2002, Vehicular Technology Conference. IEEE 55th Vehicular Technology Conference. VTC Spring 2002 (Cat. No.02CH37367).

[16]  Ion Etxeberria-Otadui,et al.  Optimal Energy Management Strategy of an Improved Elevator With Energy Storage Capacity Based on Dynamic Programming , 2014, IEEE Transactions on Industry Applications.

[17]  Simona Onori,et al.  Adaptive Equivalent Consumption Minimization Strategy for Hybrid Electric Vehicles , 2010 .

[18]  Federico Bella,et al.  UV-Cross-Linked Composite Polymer Electrolyte for High-Rate, Ambient Temperature Lithium Batteries , 2019, ACS Applied Energy Materials.

[19]  Ahmet Teke,et al.  A comprehensive overview of hybrid electric vehicle: Powertrain configurations, powertrain control techniques and electronic control units , 2011 .

[20]  Chee Wei Tan,et al.  A review of energy sources and energy management system in electric vehicles , 2013 .

[21]  Youngjin Park,et al.  Optimal adaptation of equivalent factor of equivalent consumption minimization strategy for fuel cell hybrid electric vehicles under active state inequality constraints , 2014 .

[22]  Giorgio Rizzoni,et al.  Energy management strategy including battery life optimization for a HEV with a CVT , 2016, 2016 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific).

[23]  M. Winter,et al.  Understanding the Effect of UV-Induced Cross-Linking on the Physicochemical Properties of Highly Performing PEO/LiTFSI-Based Polymer Electrolytes. , 2019, Langmuir : the ACS journal of surfaces and colloids.

[24]  Pingen Chen,et al.  Optimization of a Heavy-Duty Hybrid Transit Bus Operated over Transient Cycles , 2010 .

[25]  Simona Onori,et al.  On Adaptive-ECMS strategies for hybrid electric vehicles , 2011 .

[26]  Alexandre Ravey,et al.  Online adaptive equivalent consumption minimization strategy for fuel cell hybrid electric vehicle considering power sources degradation , 2019, Energy Conversion and Management.

[27]  Sandoval Leon,et al.  Study of Transit Bus Duty Cycle and its Influence on Fuel Economy and Emissions of Diesel-Electric Hybrids , 2011 .

[28]  D. Clodic,et al.  Optimized energy management control for the Toyota Hybrid System using dynamic programming on a predicted route with short computation time , 2012 .

[29]  Abm Siddiqur Rahman Khan,et al.  Route and grade sensitive modeling of fuel efficiency and emissions for diesel buses , 2009 .

[30]  Liang Li,et al.  Hierarchical control strategy with battery aging consideration for hybrid electric vehicle regenerative braking control , 2018 .

[31]  Meisam Amiri,et al.  Minimization of power losses in hybrid electric vehicles in view of the prolonging of battery life , 2009 .