Source code of Recursive Exponential Slow Feature Analysis for Fine-Scale Adaptive Processes Monitoring With Comprehensive Operation Status Identification in TII 2018.
The details of model can be found in
[Yu W, Zhao C. Recursive Exponential Slow Feature Analysis for Fine-Scale Adaptive Processes Monitoring With Comprehensive Operation Status Identification[J]. IEEE Transactions on Industrial Informatics, 2018, 15(6): 3311-3323.](Recursive Exponential Slow Feature Analysis for Fine-Scale Adaptive Processes Monitoring With Comprehensive Operation Status Identification | IEEE Journals & Magazine | IEEE Xplore)
The data used in this paper is not allowed to be shared. You should prepare the data and change the parameters accordingly before run 'ESFA.py'.
[1] Yu W, Zhao C. Recursive Exponential Slow Feature Analysis for Fine-Scale Adaptive Processes Monitoring With Comprehensive Operation Status Identification[J]. IEEE Transactions on Industrial Informatics, 2018, 15(6): 3311-3323.