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Time Series Forecasting Approach for Power Demand Prediction Based on Feature Engineering, Optuna-Based Hyperparameter Tuning, and Ensemble Learning

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Year: 2025
Type: conference-paper
Source: IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT Middle East)
DOI: 10.1109/isgtmiddleeast65737.2025.11314432
Authors: Joud Almomani, Ghalia Nassreddine, Obada Al-Khatib, Rajesh Rajamoni Kala, Mohamad Nassereddine
Institutions: University of Wollongong in Dubai, Rafik Hariri University, University of Technology and Applied Sciences

Topic: Energy Load and Power Forecasting
Subfield: Electrical and Electronic Engineering
Field: Engineering
Domain: Physical Sciences
SDGs: Affordable and clean energy, Industry, innovation and infrastructure, Climate action

Open Access status: closed
OpenAlex ID: W7117989943
FWCI: 4.717
Cites: 16
Cited by: 2
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