Title :
Fuzzy expert system for automatic transmission control
Author :
Weil, H.-G. ; Probst, G. ; Graf, F.
Author_Institution :
Siemens AG, Munich, Germany
Abstract :
An intelligent electronic transmission control system using both fuzzy logic and conventional methods is presented. The controller is part of the drive train, so that special attention must be paid to the system´s security. Two different methods for prioritizing the controller outputs are proposed, and it is shown how these methods can be realized within fuzzy control theory. Next, it is shown, in an application, how rules can be derived as a mixture of human expert knowledge and dynamic process models. The controller is tested in a simulation environment. The results are compared with those obtained by using conventional shift logic
Keywords :
automobiles; expert systems; fuzzy control; fuzzy logic; intelligent control; mechanical engineering computing; mechanical variables control; automatic transmission control; automobiles; drive train; dynamic process models; fuzzy control; fuzzy expert systems; fuzzy logic; intelligent control; vehicles; Automatic control; Control systems; Engines; Gears; Hybrid intelligent systems; Intelligent sensors; Sensor systems; Torque control; Torque converters; Vehicle driving;
Conference_Titel :
Control Applications, 1992., First IEEE Conference on
Conference_Location :
Dayton, OH
Print_ISBN :
0-7803-0047-5
DOI :
10.1109/CCA.1992.269759