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A Hybrid Machine Learning Approach to Power Load Optimization and Emission Reduction in Rural Microgrids

Fluctuating weather patterns challenge renewable energy stability in microgrids, making accurate load forecasting essential. This study focuses on power load forecasting in rural microgrids in the Diamond Harbour sector of Kolkata, India. The current research proposes long short-term memory for weat...

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Principais autores: Anirban Maity, Atanu Roy, Sajjan Kumar, Sabyasachi Pramanik, Pulok Pattanayak, Manashi Chakraborty
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-07-01
Serier:Engineering Proceedings
Fag:
microgrid
LSTM
ANN
load optimization
emission reduction
Online adgang:https://www.mdpi.com/2673-4591/93/1/21
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