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Modeling and Simulation of a Fuzzy Logic Controller for a Hydraulic-Hybrid Powertrain for Use in Heavy Commercial Vehicles
Technical Paper
2003-01-3275
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
The work in this paper presents a technique for controlling a hybrid powertrain using fuzzy logic. Work has been carried out in this area previously for the case of hybrid-electric vehicles (HEV's), but the case for hydraulic-hybrids presents several different challenges. This paper describes the overall project on the hydraulic regenerative system, and its method of assisting braking and acceleration. The Fuzzy Logic Controller (FLC) for the powertrain is then introduced, along with the rule base and general strategy for operation. Thirdly, a description of the fuzzy controller's implementation into the NREL's ADVISOR is made, along with estimates of potential gains. Fourth, a discussion regarding the implementation of the FLC into the actual vehicle's control unit is made, with some suggestions for future work.
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Citation
Matheson, P. and Stecki, J., "Modeling and Simulation of a Fuzzy Logic Controller for a Hydraulic-Hybrid Powertrain for Use in Heavy Commercial Vehicles," SAE Technical Paper 2003-01-3275, 2003, https://doi.org/10.4271/2003-01-3275.Also In
References
- Stecki, J.S. et al. “Development of a Hydraulic Drive for a Novel Hybrid Diesel-Hydraulic System for Large Commercial Vehicles” Fifth JFPS International Symposium on Fluid Power 2002 Nara, Japan
- Close, W.H. “Analysis of Perfomance and Fuel Consumption Tests: Permo-Drive Regenerative Drive Shaft (RDS)” Permo-Drive Technologies Ltd. 2002
- Wilson, W.E. “Rotary-Pump Theory” ASME Transactions 1946 68 4 371 384
- Otis, D.R. “Predicting Performance of Gas Charged Accumulators” First Fluid Power Controls and Systems Conference 1973 Uni. Madison Wisconsin
- Matheson, P.L. Stecki J.S. “Development of Hybrid Diesel-Hydraulic System for Large Commercial Vehicles” The Eighth Scandinavian International Conference on Fluid Power, SICFP'03 2003 Tampere, Finland
- Markel, T. et al. “ADVISOR: a systems analysis tool for advanced vehicle modeling.” Journal of Power Sources 2002 10 2002 255 266
- Rajagopalan, A. et al. “Development of Fuzzy Logic and Neural Network Control and Advanced Emissions Modeling for Parallel Hybrid Vehicles” Center for Automotive Research, Ohio-State University 2003
- Baumann, B.M. et al. “Mechatronic Design and Control of Hybrid Electric Vehicles” IEEE/ASME Transactions on Mechatronics 2000 5 1 58 72
- Yen, J. Langari R. Fuzzy Logic: intelligence, control and information 1999 Upper Saddle River, New Jersey Prentice-Hall Inc
- Mendel, J.M. “Fuzzy Logic Systems for Engineering: A Tutorial” Proceedings of the IEEE 1995 83 3 345 377
- “ADVISOR 2002 - Reading Room” Centre for Transportation Technologies and Systems