Improvements in the case of the components machines test using a of a neural network processed oscillation data analysis

摘要

A device for the evaluation and diagnosis of a components machine, the part of a larger machine is, wherein the diagnosis and evaluation by an analysis of a neural network of a vibration data signal is done in order to be abnormal signal patterns in the oscillation data identifying the following is provided in combination:first sensing means, which are arranged in order to sense the oscillation data signals, which are generated by the components of machine;second sensing means, the separated from the first said cell can activate means are positioned behind the basis of noise, the oscillation data in the vicinity of the components of machine induced;first neural network processing means, any influence of the sensed background noise during the sensed components machines - oscillation data signals, as normal can be seen; anda processing stage for the evaluation and diagnosis, wherein the processing stage comprises:an interactive section points member with at least of a simultaneous multiple signal display and operator input, and means for receiving the preprocessed components machines - oscillation data signal; anda second neural network with associated diagnosis technology operation systems and supporting databases for the evaluation and processing of provisions, on the basis of the signal patterns in the..