Intelligent Prognostics for Engineering Systems with Machine Learning Techniques
eBook - ePub

Intelligent Prognostics for Engineering Systems with Machine Learning Techniques

Gunjan Soni, Om Prakash Yadav, Gaurav Kumar Badhotiya, Mangey Ram, Gunjan Soni, Om Prakash Yadav, Gaurav Kumar Badhotiya, Mangey Ram

Share book
  1. 244 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Intelligent Prognostics for Engineering Systems with Machine Learning Techniques

Gunjan Soni, Om Prakash Yadav, Gaurav Kumar Badhotiya, Mangey Ram, Gunjan Soni, Om Prakash Yadav, Gaurav Kumar Badhotiya, Mangey Ram

Book details
Table of contents
Citations

About This Book

The text discusses the latest data-driven, physics-based, and hybrid approaches employed in each stage of industrial prognostics and reliability estimation. It will be a useful text for senior undergraduate, graduate students, and academic researchers in areas such as industrial and production engineering, electrical engineering, and computer science.

The book

  • Discusses basic as well as advance research in the field of prognostics
  • Explores integration of data collection, fault detection, degradation modeling and reliability prediction in one volume
  • Covers prognostics and health management (PHM) of engineering systems
  • Discusses latest approaches in the field of prognostics based on machine learning

The text deals with tools and techniques used to predict/ extrapolate/ forecast the process behavior, based on current health state assessment and future operating conditions with the help of Machine learning. It will serve as a useful reference text for senior undergraduate, graduate students, and academic researchers in areas such as industrial and production engineering, manufacturing science, electrical engineering, and computer science.

Frequently asked questions

How do I cancel my subscription?
Simply head over to the account section in settings and click on “Cancel Subscription” - it’s as simple as that. After you cancel, your membership will stay active for the remainder of the time you’ve paid for. Learn more here.
Can/how do I download books?
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
What is the difference between the pricing plans?
Both plans give you full access to the library and all of Perlego’s features. The only differences are the price and subscription period: With the annual plan you’ll save around 30% compared to 12 months on the monthly plan.
What is Perlego?
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Do you support text-to-speech?
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Is Intelligent Prognostics for Engineering Systems with Machine Learning Techniques an online PDF/ePUB?
Yes, you can access Intelligent Prognostics for Engineering Systems with Machine Learning Techniques by Gunjan Soni, Om Prakash Yadav, Gaurav Kumar Badhotiya, Mangey Ram, Gunjan Soni, Om Prakash Yadav, Gaurav Kumar Badhotiya, Mangey Ram in PDF and/or ePUB format, as well as other popular books in Tecnologia e ingegneria & Ingegneria industriale. We have over one million books available in our catalogue for you to explore.

Information

Publisher
CRC Press
Year
2023
ISBN
9781000954104
Edition
1
Topic
Tecnologia e ingegneria
Subtopic
Ingegneria industriale

Table of contents