Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods

Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods

by Chris Aldrich, Lidia Auret

Hardcover(2013)

$139.99
Choose Expedited Shipping at checkout for guaranteed delivery by Tuesday, November 20

Product Details

ISBN-13: 9781447151845
Publisher: Springer London
Publication date: 06/16/2013
Series: Advances in Computer Vision and Pattern Recognition
Edition description: 2013
Pages: 374
Product dimensions: 6.10(w) x 9.25(h) x 0.04(d)

Table of Contents

Introduction

Overview of Process Fault Diagnosis

Artificial Neural Networks

Statistical Learning Theory and Kernel-Based Methods

Tree-Based Methods

Fault Diagnosis in Steady State Process Systems

Dynamic Process Monitoring

Process Monitoring Using Multiscale Methods

Customer Reviews

Most Helpful Customer Reviews

See All Customer Reviews