| 书目名称 | Fault Detection and Diagnosis in Nonlinear Systems |
| 副标题 | A Differential and A |
| 编辑 | Rafael Martinez-Guerra,Juan Luis Mata-Machuca |
| 视频video | |
| 概述 | Authored by leading researchers in the field.Systematically introduces the residual generator method for fault detection in nonlinear dynamical systems.Self-contained and tutorial presentation |
| 丛书名称 | Understanding Complex Systems |
| 图书封面 |  |
| 描述 | .The high reliability required in industrial processes has created the necessity of detecting abnormal conditions, called faults, while processes are operating. The term fault generically refers to any type of process degradation, or degradation in equipment performance because of changes in the process‘s physical characteristics, process inputs or environmental conditions. This book is about the fundamentals of fault detection and diagnosis in a variety of nonlinear systems which are represented by ordinary differential equations. The fault detection problem is approached from a differential algebraic viewpoint, using residual generators based upon high-gain nonlinear auxiliary systems (‘observers’). A prominent role is played by the type of mathematical tools that will be used, requiring knowledge of differential algebra and differential equations. Specific theorems tailored to the needs of the problem-solving procedures are developed and proved. Applications to real-world problems, both with constant and time-varying faults, are made throughout the book and include electromechanical positioning systems, the Continuous Stirred Tank Reactor (CSTR), bioreactor models and belt drive |
| 出版日期 | Book 2014 |
| 关键词 | Differential Field Extension; Differential Transcendence Degree; Nonlinear High-gain Observers; Residua |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-319-03047-0 |
| isbn_softcover | 978-3-319-37966-1 |
| isbn_ebook | 978-3-319-03047-0Series ISSN 1860-0832 Series E-ISSN 1860-0840 |
| issn_series | 1860-0832 |
| copyright | Springer International Publishing Switzerland 2014 |
发表于 2025-3-21 17:39:19
