Concepedia

Incipient fault diagnosis using support vector machines based on monitoring continuous decision functions

Mehdi Namdari, Hooshang Jazayeri‐Rad

Engineering Applications of Artificial Intelligence · 2014 · 50 citations · 49 references

Concepts

ComputingComputer ScienceSystems EngineeringData MiningDecision Support SystemsMachine LearningCondition MonitoringDiagnosisDiagnosticsFault DetectionFault DiagnosisSupport Vector MachinesFault ClassificationFault Detection Using Machine LearningFault Diagnosis AlgorithmsIncipient Fault DetectionMachine Learning For Fault DetectionMachine Learning-based Fault DiagnosisSupport Vector Classification

References

49

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

A Practical Guide to Support Vector Classication

Chih‐Wei Hsu, Chih-Chung Chang, Chih‐Jen Lin · 2008 · 5.1K citations

Computing, Computer Science, Data Mining +9

Statistical process monitoring: basics and beyond

S. Joe Qin · Journal of Chemometrics · 2003 · 1.6K citations

Engineering, Industrial Engineering, Systems Engineering +16

Model-based fault-detection and diagnosis – status and applications

Rolf Isermann · Annual Reviews in Control · 2005 · 1.5K citations

Engineering, Computer Science, Systems Engineering +14

Monitoring batch processes using multiway principal component analysis

Paul Nomikos, John F. MacGregor · AIChE Journal · 1994 · 1.5K citations

Engineering, Chemical Engineering, Process Control +16