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Outputs (45)

The Effect of a Dynamical Layer in Neural Network Prediction of Biomass in a Fermentation Process (1998)
Presentation / Conference Contribution
Soufian, M., Soufian, M., & Dempsey, M. (1998). The Effect of a Dynamical Layer in Neural Network Prediction of Biomass in a Fermentation Process. In Proceedings of the 11th international conference on Industrial and engineering applications of artificia

In this paper, computational intelligence has been considered as a tool (software sensor) for state-estimation and prediction of biomass concentration in a simulated fermentation process. Two different paradigms of an artificial neural networks have... Read More about The Effect of a Dynamical Layer in Neural Network Prediction of Biomass in a Fermentation Process.

Parallel genetic algorithms for optimised fuzzy modelling with application to a fermentation process (1997)
Presentation / Conference Contribution
Soufian, M., & Soufian, M. (1997). Parallel genetic algorithms for optimised fuzzy modelling with application to a fermentation process. In Proceeding of Genetic Algorithms in Engineering Systems 97. https://doi.org/10.1049/cp%3A19971167

This paper reports the construction and application of an evolution program to a computational intelligence system used as a software 'sensor' in state-estimation and prediction of biomass concentration in a fermentation process. A fuzzy logic system... Read More about Parallel genetic algorithms for optimised fuzzy modelling with application to a fermentation process.

A fuzzy neural network sensor for fermentation processes (1997)
Presentation / Conference Contribution
Soufian, M., & Soufian, M. (1997). A fuzzy neural network sensor for fermentation processes. In B. Reusch (Ed.), Computational Intelligence Theory and Applications (577-578). https://doi.org/10.1007/3-540-62868-1_169

In this paper computational intelligence has been considered as a tool (software sensor) in state- estimation and prediction of biomass concentration in a fermentation process. An optimised fuzzy system based on genetic algorithm, an artificial neura... Read More about A fuzzy neural network sensor for fermentation processes.