Transport · 2010 · 11 citations · 14 references
EngineeringMechanical EngineeringTransportationTransportation EngineeringVehicle DynamicsFriction ModelingFuzzy LogicRail TransportRail TransportationTorqueTractionTraction DynamicsTraction Force GenerationTraction Force ParametersTraction MechanicsTraction SystemsWheel-rail Interaction
This paper deals with the process of traction force realization described by a suitable mechanical model and is pointed to the adhesion phenomenon as a physical one, i.e. is a suitable factor that the value of traction force depends on. The model for the process of optimizing locomotive traction force based on using the fuzzy set theory is explained. The projecting process of a fuzzy controller regulating the value of skidding and the value of traction torque by increasing the value of traction force that can be realized according to adhesion conditions is described. Finally, testing the optimization model in several numerical examples under specific conditions of wheel-rail adhesion is done.
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L. A. Zadeh · Information and Control · 1965 · 66.1K citations
Fuzzy systems are universal approximators
L.-X. Wang · 2003 · 1.1K citations