Statistical Monitoring of Complex Multivatiate Processes —— With Applications in Industrial Process Control

----- 复杂多变量过程的统计监测

ISBN: 9780470028193 出版年：2012 页码：472 Uwe Kruger Lei Xie Wiley

The development and application of multivariate statistical techniques in process monitoring has gained substantial interest over the past two decades in academia and industry alike.  Initially developed for monitoring and fault diagnosis in complex systems, such techniques have been refined and applied in various engineering areas, for example mechanical and manufacturing, chemical, electrical and electronic, and power engineering.  The recipe for the tremendous interest in multivariate statistical techniques lies in its simplicity and adaptability for developing monitoring applications.  In contrast, competitive model, signal or knowledge based techniques showed their potential only whenever cost-benefit economics have justified the required effort in developing applications.