Stochastic optimal control of systems with soft constraints and opportunities for automotive applications

Proceedings of the IEEE International Conference on Control Applications

Volumn , Issue , 2009, Pages 1265-1270

  Kolmanovsky, I V ^a   Filev, D P ^a  

^a FORD MOTOR COMPANY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CRUISE CONTROL; AUTOMOTIVE APPLICATIONS; CONTROL LAWS; EXPECTED TIME; HYBRID ELECTRIC VEHICLE; NONLINEAR DISCRETE-TIME SYSTEMS; SOFT CONSTRAINT; STOCHASTIC OPTIMAL CONTROL;

AUTOMOBILES; DIGITAL CONTROL SYSTEMS; ELECTRIC VEHICLES; ENERGY MANAGEMENT; STOCHASTIC CONTROL SYSTEMS; STOCHASTIC SYSTEMS;

DISCRETE TIME CONTROL SYSTEMS;

EID: 74049111456     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCA.2009.5280822     Document Type: Conference Paper

References (7)

1. Altman, E. (1999). Constrained Markov Decision Processes. Chapman and Hall/CRC.
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3. Dynkin, E.B., and Yushkevich, A.A. (1967). Markov Processes: Theorems and Problems. Nauka, Moscow, in Russian. English translation published by Plenum, New York, 1969.
4. Kolmanovsky, I.V., Sivergina, I., and Lygoe, B. (2002). Optimization of powertrain operating policies for feasibility assessment and calibration: Stochastic dynamic programming approach. Proceedings of 2002 American Control Conference. Anchorage, AK, pp. pp. 1425-1430.
5. Kolmanovsky, I., Lezhnev, L., and Maizenberg, T.L. (2008). Discrete-time drift counteraction stochastic optimal control: Theory and application-motivated examples. Automatica, Vol. 44, No. 1, pp. 177-184.
6. Kolmanovsky, I.V., and Michelini, J., "Discrete-time drift counteracting stochastic optimal control and intelligent vehicle applications," Proceedings of 2nd International Workshop on Intelligent Vehicle Control Systems - IVCS 2008, Funchal, Madeira, Portugal, May, 2008, pp. 7-16, INSTICC Press.
7. Rotenberg, D., Vahidi, A., and Kolmanovsky, I.V., "Ultracapacitor assisted powertrains: Modeling, contorl, sizing, and the impact on fuel economy," Proceedings of 2008 American Control Conference, Seattle, WA, USA, June 11-12, 2008, pp. 981-986.