Feature extraction for batch process monitoring and fault detection via simultaneous data scaling and training of tensor based models
نویسندگان
چکیده
منابع مشابه
Multivariate Forecasting of Batch Evolution for Monitoring and Fault Detection
To monitor a batch process, which is dynamic in nature, it is necessary to consider the time varying relationship of its variables throughout the entire run. MPCA models built with batch wise unfolded data have been used extensively for batch process monitoring, these methods will not only consider the known samples to asses the ongoing batch run, but will also consider a dynamic forecast of th...
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ژورنال
عنوان ژورنال: IFAC-PapersOnLine
سال: 2018
ISSN: 2405-8963
DOI: 10.1016/j.ifacol.2018.09.613