Diagnostics of Trains with Semantic Diagnostics Rules

• Published in: Inductive Logic Programming Vol. 11105; pp. 54 - 71
• Main Authors: Kharlamov, Evgeny, Savković, Ognjen, Ringsquandl, Martin, Xiao, Guohui, Mehdi, Gulnar, Kalayc, Elem Güzel, Nutt, Werner, Roshchin, Mikhail, Horrocks, Ian, Runkler, Thomas
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer International Publishing AG 01.01.2018; Springer International Publishing
• Series: Lecture Notes in Computer Science

Industry today employs rule-based diagnostic systems to minimize the maintenance cost and downtime of equipment. Rules are typically used to process signals from sensors installed in equipment by filtering, aggregating, and combining sequences of time-stamped measurements recorded by the sensors. Su...