Diagnosis of Equipment Failures by Pattern Recognition
- 1 August 1974
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Reliability
- Vol. R-23 (3) , 202-208
- https://doi.org/10.1109/tr.1974.5215245
Abstract
The main problems in relation to automatic fault finding and diagnosis in equipments or production systems are discussed: 1) compression of the syndrome and observation spaces for better discrimination between failure modes; 2) simultaneous display of the failure patterns and the failure instants, for maintenance control and review of the reliability design; 3) automatic production of a final set of diagnosis assumptions classified according to their probabilities. 4) sequencing of the inspections in accordance with the failure rates and inspection costs.Keywords
This publication has 3 references indexed in Scilit:
- A Pattern Recognition Technique for System Error AnalysisIEEE Transactions on Reliability, 1971
- A generalized k-nearest neighbor ruleInformation and Control, 1970
- An Optimum Policy for Detecting a Fault in a Complex SystemOperations Research, 1959