Performance evaluation of ANN and ANFIS models for estimating velocity and pressure in water distribution networks

Performance evaluation of ANN and ANFIS models for estimating velocity and pressure in water distribution networks

In this study, two artificial intelligence techniques: (1) artificial neural networks (ANNs) using different algorithms such as Lavenberg–Marquardt (LM), Bayesian Regularization (BR), and Scaled Conjugate Gradient (SCG) and (2) Adaptive Neuro-Fuzzy Inference System (ANFIS) are used to predict veloci...

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Bibliographic Details
Main Authors: Abu Rashid, Sangeeta Kumari
Format: Article
Language:English
Published: IWA Publishing 2023-09-01
Series:Water Supply
Subjects:
anfis
ann
bayesian regularization
levenberg–marquardt
scaled conjugate gradient
sensitivity analysis
Online Access:http://ws.iwaponline.com/content/23/9/3925

Internet

http://ws.iwaponline.com/content/23/9/3925

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