Method of consolidating a set of data for predictive maintenance and associated device

摘要

Method for consolidating a set of data for predictive maintenance and associated devices The invention relates to a method for consolidating a set of data for maintenance of an equipment item, the set of data being intended for a prediction system. capable of predicting a failure of the equipment from the set of data, the consolidation method being implemented by a consolidation system and comprising: - a data formatting phase, - a validation phase of the content of the formatted data, - a phase of determining anomalies in the validated data, the abnormal data being discarded or corrected, to obtain normal data, the phase of determining anomalies comprising the application of two distinct learning algorithms, and - a phase of making the normal data more reliable to reduce any inconsistencies present in the normal data in order to obtain a set of consolidated data. Figure for abstract: figure 3