Medium-Term Minimum Demand Forecasting Based on the Parallel LSTM-MLP Model

Medium-Term Minimum Demand Forecasting Based on the Parallel LSTM-MLP Model

Power systems face new challenges owing to the rapid expansion of photovoltaic (PV) power. Recent trends indicate a decline in demand coupled with extensive solar power utilization during the spring season, resulting in increased behind-the-meter (BTM) PV generation, subsequently reducing the net de...

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Bibliographic Details
Main Authors: Dosung Kim, Deukyoung Lee, Sung-Kwan Joo, Young-Min Wi
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Energy consumption
long short-term memory
medium-term forecasting
minimum demand
multilayer perceptron
parallel deep-learning model
Online Access:https://ieeexplore.ieee.org/document/10811926/
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https://ieeexplore.ieee.org/document/10811926/

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