Title :
A novel fuzzy PDC paradigm with multiple-adaptive fuzzy control for highway vehicles
Author :
Ranatunga, Ravipriya ; Zhenwei Cao ; Nagarajah, Romesh ; Rad, Ahamad
Author_Institution :
Swinburne Univ. of Technol., Hawthorn, VIC, Australia
Abstract :
A novel approach using multiple-adaptive fuzzy systems in a fuzzy PDC (Parallel Distributed Compensation) based structure for integrated lateral and longitudinal control of highway vehicles for improved transient response, is presented in this paper. For comparison studies a single-adaptive fuzzy controller synthesis is also presented. These fuzzy setups are used separately for robust compensation for un-modeled dynamics, nonlinearity issues, external disturbances and uncertainties. A simulation study with veDYNA®, an industry-standard simulation package is used for validating the developed control models in the presence of robust conditions and non-catastrophic failure cases of vehicle subsystem components.
Keywords :
adaptive control; compensation; control nonlinearities; control system synthesis; failure analysis; fuzzy control; fuzzy systems; road vehicles; robust control; transient response; external disturbances; fuzzy PDC based structure; highway vehicle subsystem components; improved transient response; industry-standard simulation package; integrated lateral-longitudinal control; multiple-adaptive fuzzy control systems; noncatastrophic failure; nonlinearity; parallel distributed compensation; robust compensation; simulation study; single-adaptive fuzzy controller synthesis; uncertainties; unmodeled dynamics; veDYNA®; Adaptation models; Adaptive systems; Fuzzy systems; Mathematical model; Vectors; Vehicle dynamics; Vehicles; fuzzy PDC; multiple-adaptive fuzzy control; multiple-model control; nonlinear control; robust stability;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2013 8th IEEE Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4673-6320-4
DOI :
10.1109/ICIEA.2013.6566405