Intelligent Data-Analytics for Condition Monitoring

Voted 0

ISBN: 9780323855105
Author : Atif Iqbal
Published: 2021
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9×6

Description

Intelligent Data-Analytics for Condition Monitoring: Smart Grid Applications looks at intelligent and meaningful uses of data required for an optimized, efficient engineering processes. In addition, the book provides application perspectives of various deep learning models for the condition monitoring of electrical equipment. With chapters discussing the fundamentals of machine learning and data analytics, the book is divided into two parts, including i) The application of intelligent data analytics in Solar PV fault diagnostics, transformer health monitoring and faults diagnostics, and induction motor faults and ii) Forecasting issues using data analytics which looks at global solar radiation forecasting, wind data forecasting, and more. This reference is useful for all engineers and researchers who need preliminary knowledge on data analytics fundamentals and the working methodologies and architecture of smart grid systems.

Reviews (0)

Write a review

Rate this item

Your name

Your e-mail

Your review

Comment

Selection

Description

Functionality (necessary) cookies

These cookies are essential to the functioning of the website and they cannot be disabled. They do not store any personally identifiable information and are deleted once you leave the website.

Performance Cookies

These cookies are used to measure the use of the website and traffic sources in order to gain information required to improve the functioning of the website. These cookies help us to determine which pages are the most popular and to learn about the users’ browsing habits. To this end we use the Google Analytics statistical engine. We do not disclose any information we have collected. All information gathered is completely anonymous and cannot identify you personally.

Marketing cookies

These third-party cookies are used to display ads personalized to your needs. We use cookies that help us to collect information on your web surfing behaviour and allow us to learn about your interests so that we could display only those ads that are relevant to you. Leave this box unchecked if you do not want us to show you any advertising.