Nonlinear Model Predictive Control

This chapter presents a model-based strategy for a PHEV with the use of MPC concept. MPC appears to be an appropriate scheme to utilize contemporary concept potentials and to satisfy the automotive requisites, as most can be defined in the form of a constrained multi-input, multi-output optimal control problem, and MPC provides approximate resolution to this class of problems [7].

[1]  Frank Allgöwer,et al.  A quasi-infinite horizon nonlinear model predictive control scheme with guaranteed stability , 1997, 1997 European Control Conference (ECC).

[2]  Simona Onori,et al.  Comparative study of different control strategies for Plug-In Hybrid Electric Vehicles , 2009 .

[3]  Brian W. Surgenor,et al.  Experimental evaluation of the robustness of discrete sliding mode control versus linear quadratic control , 1997, IEEE Trans. Control. Syst. Technol..

[4]  Amir H. Shamekhi,et al.  Design of an Optimal Control Strategy in a Parallel Hybrid Vehicle in Order to Simultaneously Reduce Fuel Consumption and Emissions , 2011 .

[5]  Liuping Wang,et al.  Model Predictive Control System Design and Implementation Using MATLAB , 2009 .

[6]  Wei Sun,et al.  Study of a Exhaust After-Treatment System Applied to Hybrid Vehicle , 2011, 2011 Asia-Pacific Power and Energy Engineering Conference.

[7]  Shahrokh Farhangi,et al.  Modeling and design of a NOx emission reduction strategy for lightweight hybrid electric vehicles , 2009, 2009 35th Annual Conference of IEEE Industrial Electronics.

[8]  Jose Carlos,et al.  Engine modeling and control for minimization of hydrocarbon coldstart emissions in SI engine , 2007 .

[9]  Ilya Kolmanovsky,et al.  Automotive Model Predictive Control , 2010 .

[10]  J. Karl Hedrick,et al.  DYNAMIC SURFACE CONTROL OF ENGINE EXHAUST HYDROCARBONS AND CATALYST TEMPERATURE FOR REDUCED COLDSTART EMISSIONS , 2005 .

[11]  Massimo Ceraolo,et al.  A General Approach to Energy Optimization of Hybrid Electric Vehicles , 2008, IEEE Transactions on Vehicular Technology.

[12]  Daniel M. Lamberson TORQUE MANAGEMENT OF GASOLINE ENGINES , 2003 .

[13]  V. Wertz,et al.  Adaptive Optimal Control: The Thinking Man's G.P.C. , 1991 .

[14]  David Clarke,et al.  Advances in model-based predictive control , 1994 .

[15]  Zhenghong Yu,et al.  Worst-case formulations of model predictive control for systems with bounded parameters , 1997, Autom..

[16]  Johann C. Wurzenberger,et al.  1D Modelling of Reactive Fluid Dynamics, Cold Start Behavior of Exhaust Systems , 2006 .

[17]  E. Polak,et al.  Moving horizon control of linear systems with input saturation and plant uncertainty Part 1. Robustness , 1993 .

[18]  J. Karl Hedrick,et al.  Integrating Traffic Data and Model Predictive Control to Improve Fuel Economy , 2009, CTS 2009.

[19]  Nasser L. Azad,et al.  Design and evaluation of a predictive powertrain control system for a plug-in hybrid electric vehicle to improve the fuel economy and the emissions , 2015 .

[20]  Henning Lohse-Busch,et al.  A Preliminary Investigation into the Mitigation of Plug-in Hybrid Electric Vehicle Tailpipe Emissions Through Supervisory Control Methods , 2010 .

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

[22]  Nasser L. Azad,et al.  A comparative analysis of route-based power management strategies for real-time application in plug-in hybrid electric vehicles , 2014, 2014 American Control Conference.

[23]  I. Kolmanovsky,et al.  Optimization of complex powertrain systems for fuel economy and emissions , 1999, Proceedings of the 1999 IEEE International Conference on Control Applications (Cat. No.99CH36328).

[24]  Jay H. Lee,et al.  Model predictive control: Review of the three decades of development , 2011 .

[25]  Nasser L. Azad,et al.  Predictive Power Management Strategy for a PHEV Based on Different Levels of Trip Information , 2012 .

[26]  E. Gilbert,et al.  Optimal infinite-horizon feedback laws for a general class of constrained discrete-time systems: Stability and moving-horizon approximations , 1988 .

[27]  Michael C. Ferris,et al.  Linear programming with MATLAB , 2007, MPS-SIAM series on optimization.

[28]  Manfred Morari,et al.  Contractive model predictive control for constrained nonlinear systems , 2000, IEEE Trans. Autom. Control..

[29]  David E. Smith,et al.  Cold-start emissions control in hybrid vehicles equipped with a passive adsorber for hydrocarbons and nitrogen oxides , 2012 .

[30]  Lino Guzzella,et al.  Vehicle Propulsion Systems: Introduction to Modeling and Optimization , 2005 .

[31]  D. Mayne,et al.  Receding horizon control of nonlinear systems , 1990 .

[32]  Chen Zhang,et al.  Role of Trip Information Preview in Fuel Economy of Plug-In Hybrid Vehicles , 2009 .

[33]  Byron T. Shaw,et al.  A simplified coldstart catalyst thermal model to reduce hydrocarbon emissions , 2002 .

[34]  Huei Peng,et al.  Supervisory Control of Parallel Hybrid Electric Vehicles for Fuel and Emission Reduction , 2011 .

[35]  John McPhee,et al.  Design and Evaluation of a Real-time Fuel-optimal Control System for Series Hybrid Electric Vehicles , 2012 .

[36]  Manfred Morari,et al.  Robust constrained model predictive control using linear matrix inequalities , 1994, Proceedings of 1994 American Control Conference - ACC '94.

[37]  Nasser L. Azad,et al.  An optimal power management strategy for power split plug-in hybrid electric vehicles , 2012 .

[38]  V. Nevistic,et al.  A framework for robustness analysis of constrained finite receding horizon control , 1998, Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207).

[39]  J. Karl Hedrick,et al.  Adaptive sliding mode control of air–fuel ratio in internal combustion engines , 2004 .

[40]  Hosam K. Fathy,et al.  Battery-Health Conscious Power Management for Plug-In Hybrid Electric Vehicles via Stochastic Control , 2010 .

[41]  M. Morari,et al.  Stability of model predictive control with mixed constraints , 1995, IEEE Trans. Autom. Control..

[42]  Mohammadreza Saeedi,et al.  A Mean Value Internal Combustion Engine Model in MapleSim , 2010 .

[43]  Makoto Yamazaki,et al.  Development of New-Generation Hybrid System THS II - Drastic Improvement of Power Performance and Fuel Economy , 2004 .

[44]  S. Chan,et al.  Heat transfer and chemical kinetics in the exhaust system of a cold-start engine fitted with a three-way catalytic converter , 2000 .

[45]  Huei Peng,et al.  Optimal catalyst temperature management of Plug-in Hybrid Electric Vehicles , 2011, Proceedings of the 2011 American Control Conference.