Neuro-fuzzy controller in biomass-based electric power plant

Biomass gasification is a technology that transforms solid biomass into gas. The gas motor controller regulates both the gas motor and the gas motor generator. In this paper two fuzzy logic controllers have been developed using speed and mechanical power deviations, and a neural network has been des...

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Bibliographic Details
Published in2001 IEEE Porto Power Tech Proceedings (Cat. No.01EX502) Vol. 2; p. 6 pp. vol.2
Main Authors Jurado, F., Lopez, A., Saenz, J.R.
Format Conference Proceeding
LanguageEnglish
Published IEEE 2001
Subjects
Actuators
Delay
Diesel engines
Fuels
Fuzzy logic
Ignition
Internal combustion engines
Neural networks
Temperature
Torque
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Summary:Biomass gasification is a technology that transforms solid biomass into gas. The gas motor controller regulates both the gas motor and the gas motor generator. In this paper two fuzzy logic controllers have been developed using speed and mechanical power deviations, and a neural network has been designed to tune the gains of the fuzzy logic controllers based on the operating conditions of the biomass-based electric power plant.
ISBN:9780780371392
0780371399
DOI:10.1109/PTC.2001.964790