Data Analytics and Artificial Intelligence for Predictive Maintenance in Industry 4.0 - Softcover

Singh, Tanu

 
9798898810894: Data Analytics and Artificial Intelligence for Predictive Maintenance in Industry 4.0
Softcover
ISBN 13: 9798898810894
Verlag: Bentham Science Publishers, 2025

Inhaltsangabe

Data Analytics and Artificial Intelligence for Predictive Maintenance in Industry 4.0 unites data science, machine learning, IIOT, and AI to enable predictive and prescriptive maintenance across manufacturing, energy, transportation, agriculture, and healthcare. With contributions from leading academics and practitioners, the book bridges foundational principles with cutting-edge industrial case studies ranging from digital twins and anomaly detection to federated learning and secure healthcare analytics.

Key Features:

-Explains fundamental concepts of data analytics, AI, and machine learning for predictive maintenance.
-Integrates IIoT, digital twins, federated learning, and blockchain into industrial maintenance strategies.
-Demonstrates real-world applications across manufacturing, energy, healthcare, and agriculture sectors.
-Analyzes optimization techniques, anomaly detection, condition monitoring, and RUL prediction models.
-Addresses security and ethical issues, including hardware protection and homomorphic encryption for healthcare.
-Maps future trends and emerging technologies driving predictive maintenance research.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Bentham Science Publishers
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 13 
9798898810894
Einband
Taschenbuch
Anzahl der Seiten
331
Herausgeber
Patidar Vinod, Panwar Arvind, Sugandh Urvashi
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar