FUZZY LOGIC RULES FOR TURBOMACHINE MONITORING INSTRUMENTATION

C. Anagnostopoulos, I. Anagnostopoulos, E. Kayafas, V. Loumos
Abstract:
Turbomachines’ maintenance diagnostic procedures are generally performed manually by expert engineers and technicians. However, there is a strong interest for expert systems to assist them in these complex fault identification procedures. The purpose of this paper is to describe and evaluate the implementation of a Fuzzy Logic (FL) system for fault diagnosis based on thermodynamic measurements of temperature and pressure. The measurements were taken in regular aerodynamic stations located lengthwise the engine. These stations are placed adequately in order to facilitate its performance monitoring.
Keywords:
Fuzzy C-Means, neural networks, diagnostic system, thermodynamic measurements
Download:
IMEKO-TC4-2001-051.pdf
DOI:
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Event details
IMEKO TC:
TC4
Event name:
TC4 Symposium 2001
Title:

11th IMEKO TC4 Symposium on Trends in Electrical Measurements and Instrumentation (together with 6th IMEKO TC4 Workshop on ADC Modelling and Testing)

Place:
Lisbon, PORTUGAL
Time:
13 September 2001 - 14 September 2001