Forecast of Community Total Electric Load and HVAC Component Disaggregation through a New LSTM-Based Method

The forecast and estimation of total electric power demand of a residential community, its baseload, and its heating ventilation and air-conditioning (HVAC) power component, which represents a very large portion of a community electricity usage, are important enablers for optimal energy controls and...

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Bibliographic Details
Main Authors: Huangjie Gong, Rosemary E. Alden, Aron Patrick, Dan M. Ionel
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/15/9/2974