Thesiss

Recent progress in data collection has enabled the expansion and availability of raw data to take place at an explosive rate. Most of these data, which have been acquired over months and years, are "time series data". From Prognostics and Health Management (PHM) points of view, …

Failures of engineered systems can lead to significant economic and societal losses. Despite tremendous efforts (e.g., 200 billion annually) denoted to reliability and maintenance, unexpected catastrophic failures still occurs. To minimize the losses, reliability of engineered s…