Pump Failure Data Analysis. VTT's Contribution to the EuReDatA Benchmark Exercise on Data Analysis (Pumppujen Vikatietojen Analyysi. VTT:n osuus EuReDatAn Benchmark-Tutkimuksessa)

摘要

The report describes the contribution of Technical Research Centre of Finland (VTT) to the EuReDatA Benchmark Exercise-project on data analysis. In the project, a common data set taken from the Component Event Data Bank was analyzed by seven participating organizations. The aim of the study was to compare statistical methods to estimate reliability parameters from raw data. The data set consisted of operating experiences of pumps in condensate and feedwater systems, and in auxiliary feedwater systems in 16 European power plants. During the Benchmark Exercise, a more homogeneous subset of the original data set, including only condensate and feedwater system pumps, was selected for further analyses in order to obtain comparable results. In VTT's approach, preliminary analyses are conducted in order to identify typical failed parts and failure trends. Simple performance indicators, which can easily be obtained from the data without statistical methods are introduced. Prior to the statistical analyses, the homogeneity and classification of the data are discussed. Statistical analyses are performed for failure and restoration times of pumps in order to obtain parameters describing failure and restoration rates. Both classical and Bayesian methods were applied in parameter estimation. The effect of various renewal and censoring principles on results are also discussed. (Copyright (c) Valtion teknillinen tutkimuskeskus (VTT) 1991.)