Optimized LSTM-based electric power consumption forecasting for dynamic electricity pricing in demand response scheme of smart grid

Accurate Electric Power Consumption (EPC) forecasting is necessary for smart grid systems in order to improve Demand Response (DR) strategies and optimize energy use. The main objective of this work is to systematically tune hyperparameters to enhance the performance of Long Short-Term Memory (LSTM)...

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Bibliographic Details
Main Authors: Balakumar Palaniyappan, Senthil Kumar Ramu
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Results in Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025004372
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