Title :
The improvement of an existing fuzzy logic rule base for the treatment and simulation of conflicts in the dispositional tasks of a railway traffic control center
Author :
Farkas, Mark ; Héray, Tibor ; Kóczy, László T.
Author_Institution :
Dept. of Telecommun. & Media Inf., Budapest Univ. of Technol. & Econ., Budapest, Hungary
fDate :
July 29 2009-Aug. 1 2009
Abstract :
The paper considers a railway timetable related problem in a simplified form, generated by the delay of one or several incoming trains at a given station. These incoming train delays are either automatically generated or manually entered. Usually there are connecting trains in the timetable, especially in up to date periodic timetables and thus incoming delays might indicate the necessity of introducing a delay with connecting outgoing trains. A hierarchical fuzzy rule base is applied in order to determine the optimal outgoing delay, taking also usual restrictions into consideration. The delays of the incoming trains are modeled by independent exponential distributions and a software simulation is built around the existing rule base. The behavior of the hierarchical fuzzy rule base and the pertinence of the outgoing delay is a subject of further investigation. The delays are also updated periodically that makes the recalculation of outgoing delays necessary from time to time.
Keywords :
delays; digital simulation; exponential distribution; fuzzy control; knowledge based systems; rail traffic; traffic control; dispositional task conflict; exponential distribution; hierarchical fuzzy logic rule base; railway timetable related problem; railway traffic control center; software simulation; train delay; Automation; Delay effects; Fuzzy logic; Informatics; Joining processes; Mechanical engineering; Paper technology; Rail transportation; Railway engineering; Traffic control; automated simulation; connection conflicts; fuzzy hierarchical rule base; periodic railway timetables;
Conference_Titel :
Soft Computing Applications, 2009. SOFA '09. 3rd International Workshop on
Conference_Location :
Arad
Print_ISBN :
978-1-4244-5054-1
Electronic_ISBN :
978-1-4244-5056-5
DOI :
10.1109/SOFA.2009.5254850