Ding, Steven X.; Zhang, Ping; Jeinsch, Torsten; Ding, Eve L.; Engel, Peter; Gui, Wei-Hua:
A survey of the application of basic data-driven and model-based methods in process monitoring and fault diagnosis
18th IFAC World Congress; 28 August – 2 September 2011; Milano, Italy
In: IFAC Proceedings Volumes, Vol. 44 (2011), No. 1, pp. 12380 - 12388
2011article/chapter in journalOpen Access
Electrical Engineering and Information TechnologyFaculty of Engineering » Engineering and Information Technology » Automatic Control and Complex Systems
Related: 1 publication(s)
Title in English:
A survey of the application of basic data-driven and model-based methods in process monitoring and fault diagnosis
Conference
18th IFAC World Congress; 28 August – 2 September 2011; Milano, Italy
Author:
Ding, Steven X.UDE
GND
134302427
LSF ID
2347
ORCID
0000-0002-5149-5918ORCID iD
Other
connected with university
;Zhang, Ping
;Jeinsch, Torsten
;Ding, Eve L.
;Engel, Peter
;Gui, Wei-Hua
Year of publication:
2011
Open Access?:
Open Access
DOI
10.3182/20110828-6-IT-1002.02842
Scopus ID
84866759750
Language of text:
English
Appears in
IFAC Proceedings Volumes
Place of publication:
Amsterdam
Publisher:
Elsevier
in:
Vol. 44 (2011), No. 1, pp. 12380 - 12388
ISSN
1474-6670 Show availability online & print
ZDB ID
2976778-7
Note:
Bis 47, 2014
Succeeding:
IFAC-PapersOnLine
Keyword, Topic:
Process monitoring; fault diagnosis; PCA; PLS; observer-based FDI; Parity space methods; GLR; adaptive methods; recursive computation

Abstract in English:

Basic data-driven and model-based process monitoring and fault diagnosis methods are surveyed from the application viewpoint. The main objective is to study the needed modifications and/or combined use of these methods under different real operating conditions. © 2011 IFAC.