ANN-LSTM-A Water Consumption Prediction Based on Attention Mechanism Enhancement

ANN-LSTM-A Water Consumption Prediction Based on Attention Mechanism Enhancement

To reduce the energy consumption of domestic hot water (DHW) production, it is necessary to reasonably select a water supply plan through early predictions of DHW consumption to optimize energy consumption. However, the fluctuations and intermittence of DHW consumption bring great challenges to the...

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Bibliographic Details
Main Authors:	Xin Zhou, Xin Meng, Zhenyu Li
Format:	Article
Language:	English
Published:	MDPI AG 2024-02-01
Series:	Energies
Subjects:	water consumption prediction artificial neural network (ANN) long short-term memory (LSTM) attention mechanism (AM)
Online Access:	https://www.mdpi.com/1996-1073/17/5/1102

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