Combined neural networks and predictive control for heat exchanger networks operation

Optimal operation of integrated heat exchangers is a challenging task in the field of process control due to system nonlinearities, disturbances and adequate model identification. This paper describes the design of an advanced neural network predictive control (NNPC) applied to a heat exchanger netw...

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Bibliographic Details
Main Authors: Carvalho Carolina B., Carvalho Esdras P., Ravagnani Mauro A.S.S.
Format: Article
Language:English
Published: Association of the Chemical Engineers of Serbia 2020-01-01
Series:Chemical Industry and Chemical Engineering Quarterly
Subjects:
Online Access:http://www.doiserbia.nb.rs/img/doi/1451-9372/2020/1451-93721900031C.pdf