2007 IEEE International Conference on Information Reuse and Integration 2007
DOI: 10.1109/iri.2007.4296629
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ICA Based Disturbance Specific Control Charts

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“…Instead of using the original variables, each IC was charted with time varying control limits for batch process monitoring. Shannon and McNames (2007) developed an ICA based disturbance specific control charts for multivariate process monitoring. In their work, first, ICA was applied on the E-test data containing known disturbances and recycled from factorial design experiments to estimate ICs for disturbance-source estimation.…”
Section: No Training Phasementioning
confidence: 99%
“…Instead of using the original variables, each IC was charted with time varying control limits for batch process monitoring. Shannon and McNames (2007) developed an ICA based disturbance specific control charts for multivariate process monitoring. In their work, first, ICA was applied on the E-test data containing known disturbances and recycled from factorial design experiments to estimate ICs for disturbance-source estimation.…”
Section: No Training Phasementioning
confidence: 99%