Performance Evaluation of Multilayer Perceptron Neural Network and Adaptive Neuro-Fuzzy Inference Systems for Reservoir Operation Optimization: a Case Study of Cheffia Reservoir, Algeria

Performance Evaluation of Multilayer Perceptron Neural Network and Adaptive Neuro-Fuzzy Inference Systems for Reservoir Operation Optimization: a Case Study of Cheffia Reservoir, Algeria

Artificial Intelligence based prediction has wide applications, including hydrology, water resources management and particularly reservoir operation. Thus, two black box models based on Artificial Neural Networks and Fuzzy Logic methods are implemented and tested in forecasting reservoir operation;...

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Bibliographic Details
Main Authors: Noureddine Mezenner, Abdelmalek Bermad, Tarik Benkaci, Noureddine Dechemi
Format: Article
Language:English
Published: Ecole Nationale Polytechnique 2023-12-01
Series:ENP Engineering Science Journal
Subjects:
modelling
prediction
reservoir
inflow
artificial neural networks
fuzzy logic
Online Access:https://enpesj.enp.edu.dz/index.php/enpesj/article/view/166

Internet

https://enpesj.enp.edu.dz/index.php/enpesj/article/view/166

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