Scinovex
Physical Sciences → Engineering → Control and Systems Engineering

Fault Detection and Control Systems

This cluster of papers focuses on the application of various data-driven and statistical techniques for process fault detection and diagnosis in industrial settings. It covers topics such as process monitoring, fault isolation, soft sensors, model-based diagnosis, and the use of machine learning in analyzing and improving industrial processes.

144K works worldwide1.5M citations
Process MonitoringFault DetectionData-Driven TechniquesStatistical AnalysisSoft SensorsModel-Based DiagnosisIndustrial ProcessesMultivariate Statistical MethodsFault IsolationMachine Learning

Journals publishing in this area

1IEEE Transactions on Automatic Control cover
IEEE Transactions on Automatic Control
ISSN 0018-92862,747 articles in this topic
474h-index
2Automatica cover
Automatica
ISSN 0005-10982,497 articles in this topic
397h-index
3Industrial & Engineering Chemistry Research cover
Industrial & Engineering Chemistry Research
ISSN 0888-58851,810 articles in this topic
296h-index
4IEEE Access cover
IEEE Access
ISSN 2169-35361,619 articles in this topic
358h-index
5IEEE Transactions on Instrumentation and Measurement cover
IEEE Transactions on Instrumentation and Measurement
ISSN 0018-94561,386 articles in this topic
195h-index
6Mechanical Systems and Signal Processing cover
Mechanical Systems and Signal Processing
ISSN 0888-32701,046 articles in this topic
242h-index
7Journal of the Franklin Institute cover
Journal of the Franklin Institute
ISSN 0016-00321,018 articles in this topic
327h-index
8IEEE Transactions on Industrial Electronics cover
IEEE Transactions on Industrial Electronics
ISSN 0278-0046840 articles in this topic
386h-index
9IEEE Transactions on Industrial Informatics cover
IEEE Transactions on Industrial Informatics
ISSN 1551-3203803 articles in this topic
252h-index
10AIChE Journal cover
AIChE Journal
ISSN 0001-1541784 articles in this topic
278h-index
11
IEEE Sensors Journal
ISSN 1530-437X702 articles in this topic
197h-index
12Expert Systems with Applications cover
Expert Systems with Applications
ISSN 0957-4174673 articles in this topic
341h-index
13Process Safety and Environmental Protection cover
Process Safety and Environmental Protection
ISSN 0263-8762670 articles in this topic
182h-index
14Technometrics cover
Technometrics
ISSN 0040-1706547 articles in this topic
500h-index
15IEEE Transactions on Signal Processing cover
IEEE Transactions on Signal Processing
ISSN 1053-587X506 articles in this topic
366h-index
16
Journal of the American Statistical Association
ISSN 0162-1459458 articles in this topic
648h-index
17Journal of Energy Storage cover
Journal of Energy Storage
ISSN 2352-152X367 articles in this topic
182h-index
18Applied Soft Computing cover
Applied Soft Computing
ISSN 1568-4946364 articles in this topic
233h-index
19Biometrika cover
Biometrika
ISSN 0006-3444294 articles in this topic
361h-index
20IEEE Transactions on Neural Networks cover
IEEE Transactions on Neural Networks
ISSN 1045-9227209 articles in this topic
265h-index
21Fuzzy Sets and Systems cover
Fuzzy Sets and Systems
ISSN 0165-0114149 articles in this topic
264h-index
22International journal of automobile engineering. cover
International journal of automobile engineering.
ISSN 2707-82051 articles in this topic
1h-index