Implementation of intelligent active fault tolerant control system


Postalcioglu S., Erkan K., Bolat E.

11th International Conference on Knowledge-Based Intelligent Informational and Engineering Systems/17th Italian Workshop on Neural Networks, Vietri sul Mare, İtalya, 12 - 14 Eylül 2007, cilt.4692, ss.804-806 identifier identifier

  • Cilt numarası: 4692
  • Basıldığı Şehir: Vietri sul Mare
  • Basıldığı Ülke: İtalya
  • Sayfa Sayıları: ss.804-806

Özet

This paper addresses implementation of intelligent active fault tolerant control for experiment set which is a FODPT (First Order Plus Dead Time) system. Temperature control has been done using fuzzy logic controller (FLC). Faults often cause undesired reactions, so to keep the system stable and acceptable control performance is an important problem for control system design. In this paper, multiplicative, additive types of sensor faults have been examined and disturbance has been applied for temperature sensor as a fault. Feature vectors of the sensor faults have been constructed using wavelet analysis, sliding window and a statistical analysis. Classifier of the feature vectors has been done using The Self Organizing Map (SOM). Switch mode control with fuzzy logic controller chosen by supervisor has been used for reconfiguration. When a fault occurs in the system, a suitable controller has been selected online to maintain the closed-loop performance of the system.