Full size book cover of Intelligent Prognostics for Engineering Systems with Machine Learning Techniques}

Intelligent Prognostics for Engineering Systems with Machine Learning Techniques

Mangey Ram, OM PRAKASH YADAV, Gunjan Soni, Gaurav Kumar Badhotiya

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 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.

Publisher

CRC Press

Publication Date

9/22/2023

ISBN

9781032054360

Pages

260

Categories

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