Valve stiction detection through improved pattern recognition using neural networks
A non-invasive method for detecting valves suffering from stiction using multi-layer feed-forward neural networks (NN) is proposed, via a simple class-based diagnosis. The proposed Stiction Detection Network (SDN) uses a transformation of PV (process variable) and OP (controller output) operational...
| Main Authors: | Mohd Amiruddin, A.A.A., Zabiri, H., Jeremiah, S.S., Teh, W.K., Kamaruddin, B. |
|---|---|
| Format: | Article |
| Institution: | Universiti Teknologi Petronas |
| Record Id / ISBN-0: | utp-eprints.24980 / |
| Published: |
Elsevier Ltd
2019
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| Online Access: |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067911670&doi=10.1016%2fj.conengprac.2019.06.008&partnerID=40&md5=452b38cf250195cc2f4f992801634202 http://eprints.utp.edu.my/24980/ |
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