Industrial Time-Series Fault Intelligence

Sensor Sequences, Change Points, Fault Signatures, Root-Cause Signals, and Equipment Monitoring

von Omar Bani Yaseen

52 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Industrial Time-Series Fault Intelligence is a comprehensive reference for engineers, data scientists, and AI practitioners working on industrial equipment monitoring and fault diagnosis.

Inside this book, you will explore: - Sensor Sequences & Signal Analysis: Methods for handling complex, multi-modal time-series data.- Change Points & Anomaly Detection: Identifying critical system shifts before failures occur.- Fault Signatures & Diagnostics: Isolating and classifying equipment breakdown patterns.>An essential reference for advancing predictive maintenance and scientific AI applications.

• Reihe: Independently published
• ISBN: 9798176917789
• Sprache: Englisch
• Erscheinungsdatum: 25.09.2026
• Größe: 229 x 152 mm
• Verlag: Independently published