Title :
Smart monitoring fault detection system for malfunction traffic light operation
Author :
Soh, Azura Che ; Ishak, A.J. ; Zaini, Mohd Hanif
Author_Institution :
Dept. of Electr. & Electron. of Eng., Univ. Putra Malaysia, Serdang, Malaysia
Abstract :
Normally, signboards are used to remind road users to call contractor and authority department, when malfunction of traffic light operation occurs. As a result, the action that taken for repairing the traffic light system is depend on initiative of the road users to call and report the failure of traffic light operation. The delay of report to local authority will cause the repairing work delayed. To overcome this problem, a smart monitoring fault detection system has been developed to monitor the traffic light operation in rural area or small city. The Fuzzy-Fault Identification and FuzzyFault Classifications are two modules which employed as the subsystems in fault detection system. Both of the modules are used to classify the level of seriousness for traffic light failure based on two factors of failures which are electrical fault and mechanical fault. The seriousness of the traffic light failures are classified to four conditions such as normal, non-critical 1, non-critical 2 and critical and a signal will be sent to the contractor and authority department via message service for further action. Thus, it is a more effective system and has a bright prospect to be implemented in Malaysia.
Keywords :
computerised monitoring; fault diagnosis; light sources; pattern classification; road traffic; traffic information systems; Malaysia; authority department; contractor; electrical fault; fuzzy-fault classification; fuzzy-fault identification; malfunction traffic light operation; mechanical fault; message service; road users; rural area; smart monitoring fault detection system; traffic light failure; Accidents; Brightness; Fault detection; Fault diagnosis; Junctions; Light emitting diodes; Monitoring; fault detection system; fuzzy-fault classification; fuzzy-fault identification; malfuntion of traffic light; monitoring system;
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.2013.6566430