Author : Ashok Srivastava
Release : 2016
Genre :
Kind : eBook
Book Rating : /5 ( reviews)
Book Synopsis Machine Learning and Knowledge Discovery for Engineering Systems Health Management by : Ashok Srivastava
Download or read book Machine Learning and Knowledge Discovery for Engineering Systems Health Management written by Ashok Srivastava. This book was released on 2016. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. It emphasizes the importance of these techniques in managing the intricate interactions within and between engineering systems to maintain a high degree of reliability. Reflecting the interdisciplinary nature of the field, the book explains how the fundamental algorithms and methods of both physics-based and data-driven approaches effectively address systems health management in application areas such as data centers, aircraft, and software systems.