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Forecasting Malaysia's energy consumption dynamics: A sectoral analysis using hybrid RF-ANN modeling and shared socioeconomic pathways | Synapse
March 3, 2026
Forecasting Malaysia's energy consumption dynamics: A sectoral analysis using hybrid RF-ANN modeling and shared socioeconomic pathways
SS
S.K. Singh
MA
M. Alhassan
BW
Bohong Wang
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Puntos clave
Energy consumption dynamics forecasted by hybrid RF-ANN modeling shows significant trends by sector.
Key metrics reveal that the model effectively analyzes different sectors and projects future patterns.
Sectoral analysis based on shared socioeconomic pathways provides insights into Malaysia's energy landscape.
Findings suggest a framework for enhancing energy policy planning and sustainability efforts in Malaysia.
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Cite This Study
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Singh et al. (Fri,) studied this question.
synapsesocial.com/papers/69a76878badf0bb9e87e4c25
https://doi.org/https://doi.org/10.1016/j.energy.2026.140196