Process monitoring with restricted Boltzmann machines

Process monitoring with restricted Boltzmann machines

Thesis (MScEng)--Stellenbosch University, 2014. === ENGLISH ABSTRACT: Process monitoring and fault diagnosis are used to detect abnormal events in processes. The early detection of such events or faults is crucial to continuous process improvement. Although principal component analysis and partial l...

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Bibliographic Details
Main Author: Moody, John Matali
Other Authors: Aldrich, C.
Format: Others
Language:en_ZA
Published: Stellenbosch : Stellenbosch University 2014
Subjects:
Restricted Boltzmann machines (RBM)
Dissertations > Process engineering
Process control
Neural networks (Computer science)
Auto encoders
UCTD
Theses > Process engineering
Online Access:http://hdl.handle.net/10019.1/86467

Internet

http://hdl.handle.net/10019.1/86467

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