Two-Stage Clustering of Household Electricity Load Shapes for Improved Temporal Pattern Representation

With the widespread adoption of smart meters in buildings, an unprecedented amount of high-resolution energy data is released, which provides opportunities to understand building consumption patterns. Accordingly, research efforts have employed data analytics and machine learning methods to segment...

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Autores principales: Milad Afzalan, Farrokh Jazizadeh, Hoda Eldardiry
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
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Acceso en línea:https://doaj.org/article/a4ce48c09e1f4636b03523ac5ff3a1ec
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