Multivariate machine learning algorithms for energy demand forecasting and load behavior analysis

This article presents deep learning frameworks for predicting electricity demand in the Western region of Bangladesh, utilizing Artificial Neural Network (ANN) and Adaptive Neuro-Fuzzy Inference System (ANFIS) algorithms. Critical hyperparameters, such as the number of hidden neurons in ANN and the...

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Bibliographic Details
Main Authors: Farhan Hussain, M. Hasanuzzaman, Nasrudin Abd Rahim
Format: Article
Language:English
Published: Elsevier 2025-04-01
Series:Energy Conversion and Management: X
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590174525000352
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