Intelligent Data Analytics for Power Apparatus Health Monitoring is popular PDF and ePub book, written by Hasmat Malik in 2023-11-01, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Intelligent Data Analytics for Power Apparatus Health Monitoring can be Read Online from any device for your convenience.
Intelligent Data Analytics for Power Apparatus Health Monitoring Book PDF Summary
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. Primarily intended for researchers and practitioners, the book speeds and simplifies the diagnosis and resolution of health and condition monitoring queries using advanced techniques, particularly with the goal of improved performance, reduced cost, optimized customer behavior and satisfaction, and ultimately increased profitability.
Detail Book of Intelligent Data Analytics for Power Apparatus Health Monitoring PDF
- Author : Hasmat Malik
- Release : 01 November 2023
- Publisher : Academic Press
- ISBN : 0323917798
- Genre : Technology & Engineering
- Total Page : 0 pages
- Language : English
- PDF File Size : 11,5 Mb
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