Integrating dynamic slow feature analysis with neural networks for enhancing soft sensor performance

J Corrigan, J Zhang - Computers & Chemical Engineering, 2020 - Elsevier
This paper proposes integrating slow feature analysis (SFA) with neural networks (SFA-NN)
for soft sensor development. Dynamic linear SFA is applied to the easy to measure process …

Integrating Dynamic Slow Feature Analysis with Neural Networks for Enhancing Soft Sensor Performance

J Corrigan, J Zhang - Computers and Chemical Engineering, 2020 - eprints.ncl.ac.uk
This paper proposes integrating slow feature analysis (SFA) with neural networks (SFA-NN)
for soft sensor development. Dynamic linear SFA is applied to the easy to measure process …