Machine Learning and Knowledge Discovery for Engineering Systems Health Management

£52.99

Machine Learning and Knowledge Discovery for Engineering Systems Health Management

Energy, power generation, distribution and storage Automatic control engineering Data mining Computer science

Dinosaur mascot

Collection: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

Language: English

Published by: Chapman and Hall/CRC

Published on: 19th April 2016

Format: LCP-protected ePub

Size: 4 Mb

ISBN: 9781000755718


Overview

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.

Interdisciplinary Approach

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.

Show moreShow less