Prediction of energy consumption in four sectors using support vector regression optimized with genetic algorithm

Prediction of energy consumption in four sectors using support vector regression optimized with genetic algorithm

Effectively managing and optimizing energy resources to accommodate population growth while minimizing carbon emissions has become increasingly intricate. A proficient approach to this dilemma is accurately predicting energy usage and emissions across diverse sectors. This paper unveils a genetic al...

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Bibliographic Details
Main Authors: Md. Sadikul Hasan, Md. Tarequzzaman, Md. Moznuzzaman, Md Abdul Ahad Juel
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Heliyon
Subjects:
SVR
Carbon emissions
Prediction
Energy consumption
Energy management
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844025001458
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