Identifying AC Control Patterns From a Massive Longitudinal Log Dataset Using Deep Clustering

Identifying AC Control Patterns From a Massive Longitudinal Log Dataset Using Deep Clustering

An air conditioner is a household appliance and one of the most innovative inventions, primarily used to cool indoor temperatures and lower humidity to provide a comfortable environment. The sale of air conditioners increased continuously, reaching approximately 135 million units annually, with near...

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Bibliographic Details
Main Authors: Seunghwan Bae, Donghee Kim, Seokhwan Seong, Jaeyeon Jang, Young-Kyoon Suh, Honghyun Kim, Dongwoo Han, Inuk Jung
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Air conditioner
big data
time series
clustering
deep learning
Online Access:https://ieeexplore.ieee.org/document/10942373/
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