Go to:
Logótipo
Você está em: Start > Publications > View > Knowledge based modular networks for process modelling and control
Publication

Knowledge based modular networks for process modelling and control

Title
Knowledge based modular networks for process modelling and control
Type
Article in International Scientific Journal
Year
2000
Authors
Joana Peres
(Author)
FEUP
View Personal Page You do not have permissions to view the institutional email. Search for Participant Publications View Authenticus page View ORCID page
R. Oliveira
(Author)
Other
The person does not belong to the institution. The person does not belong to the institution. The person does not belong to the institution. Without AUTHENTICUS Without ORCID
Sebastião Feyo de Azevedo
(Author)
FEUP
View Personal Page Send message Search for Participant Publications View Authenticus page View ORCID page
Journal
Vol. 8 No. 4-6
Pages: 247-252
ISSN: 1570-7946
Publisher: Elsevier
Indexing
Other information
Authenticus ID: P-007-VHP
Resumo (PT):
Abstract (EN): In the present work we formulate a general structure for hybrid models. The structure is inspired in the Mixture of Experts (ME) Network developed by-Jacobs and Jordan (1991). The expert modules are extended to formulate knowledge at different levels of sophistication. The resulting hybrid modular network can be given a probabilistic interpretation. In particular the learning algorithm is viewed as a maximum likelihood parameter estimation. The concepts are illustrated by the application to a baker's yeast production process.
Language: English
Type (Professor's evaluation): Scientific
No. of pages: 6
Documents
We could not find any documents associated to the publication.
Related Publications

Of the same authors

Modelling cells reaction kinetics with artificial neural networks: A comparison of three network architectures (2003)
Article in International Conference Proceedings Book
Joana Peres; R. Oliveira; Sebastião Feyo de Azevedo
Hybrid Modelling of Fermentation Processes using Artificial Neural Networks: A Study on Identification and Stability (2005)
Article in International Conference Proceedings Book
R. Oliveira; J. Peres; S. Feyo de Azevedo
Hybrid Modelling of Fermentation Processes: A Study on the Use of Modular Neural Networks for Modelling Cells Reaction Kinetics (2005)
Article in International Conference Proceedings Book
J. Peres; R. Oliveira; S. Feyo de Azevedo
Hybrid modelling of a PHA production process using modular neural networks (2004)
Article in International Conference Proceedings Book
Joana Peres; R. Oliveira; L. S. Serafim; P. Lemos; M. A. Reis; Sebastião Feyo de Azevedo

Of the same journal

Simulation and optimisation of atmospheric and vacuum distillations of a lube plant (2000)
Article in International Scientific Journal
Fernando Gomes Martins; Manuel Neto Coelho; Carlos A. V. da Costa; Manuel A. S. Jerónimo; Carlos Martins; Artur S. Braga
Model of a Formaldehyde Absorption System Based on Industrial Data (2018)
Article in International Scientific Journal
Braz, C.G.; Matos, H.A.; Adélio Mendes; Rocha, J.; Alvim, R.
Ad-hoc scheduling /planning strategies in distributed computing systems: An application to pipeless batch plants (2001)
Article in International Scientific Journal
Canton, J; Afonso, A; Graells, M; Espuna, A; Puigjaner, L
Recommend this page Top
Copyright 1996-2024 © Faculdade de Arquitectura da Universidade do Porto  I Terms and Conditions  I Acessibility  I Index A-Z  I Guest Book
Page created on: 2024-10-06 at 11:21:47 | Acceptable Use Policy | Data Protection Policy | Complaint Portal