Predicting Air Compressor Failures with Echo State Networks

Abstract

Modern vehicles have increasing amounts of data streaming continuously on-board their controller area networks. These data are primarily used for controlling the vehicle and for feedback to the driver, but they can also be exploited to detect faults and predict failures. The traditional diagnostics paradigm, which relies heavily on human expert knowledge… (More)

11 Figures and Tables

Topics

  • Presentations referencing similar topics