Multi-horizon short-term load forecasting using hybrid of LSTM and modified split convolution

Multi-horizon short-term load forecasting using hybrid of LSTM and modified split convolution

Precise short-term load forecasting (STLF) plays a crucial role in the smooth operation of power systems, future capacity planning, unit commitment, and demand response. However, due to its non-stationary and its dependency on multiple cyclic and non-cyclic calendric features and non-linear highly c...

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Bibliographic Details
Main Authors: Irshad Ullah, Syed Muhammad Hasanat, Khursheed Aurangzeb, Musaed Alhussein, Muhammad Rizwan, Muhammad Shahid Anwar
Format: Article
Language:English
Published: PeerJ Inc. 2023-09-01
Series:PeerJ Computer Science
Subjects:
Deep learning
LSTM
CNN
Hybrid
Short-Term Load Forecasting (STLF)
Electrical load consumption
Online Access:https://peerj.com/articles/cs-1487.pdf

Internet

https://peerj.com/articles/cs-1487.pdf

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