Intelligent Data Analytics for Power Apparatus Health Monitoring: AI and Machine Learning Paradigms
Vorbestellbar | Lieferzeit: Vorbestellbar - Erscheint laut Verlag im/am 01.11.2024. I
Erstverkaufstag: 01.11.2024
168,41 €*
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ISBN-13:
9780323917797
Veröffentl:
2024
Erscheinungsdatum:
01.11.2024
Seiten:
276
Autor:
Hasmat Malik
Sprache:
Englisch
Beschreibung:
Intelligent Data Analytics for Power Apparatus Health Monitoring: AI and Machine Learning Paradigms reviews key implementations of machine learning and data analytics techniques for the optimization of digital power transformers. The work addresses health monitoring fully across the constitutive structure of modern transformers, with coverage of DGA-based intelligent data analytics, transformer winding, bushing and arrestor health monitoring, core, conservator, and tank and cooling systems. Chapters address advanced AI/ML methods including deep convolutional neural network, fuzzy reinforcement learning, modified fuzzy Q learning, gene expression programming, extreme-learning machine, and much more.
Introduction to intelligent data analytics for power apparatus health monitoring
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