EnergiQ: A Prescriptive Large Language Model-Driven Intelligent Platform for Interpreting Appliance Energy Consumption Patterns

The increased usage of smart sensors has introduced both opportunities and complexities in managing residential energy consumption. Despite advancements in sensor data analytics and machine learning (ML), existing energy management systems (EMS) remain limited in interpretability, adaptability, and...

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Principais autores:	Christoforos Papaioannou, Ioannis Tzitzios, Alexios Papaioannou, Asimina Dimara, Christos-Nikolaos Anagnostopoulos, Stelios Krinidis
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-08-01
coleção:	Sensors
Assuntos:	smart sensors IoT-based energy monitoring appliance-level energy profiling large language models anomaly detection human-centric energy feedback
Acesso em linha:	https://www.mdpi.com/1424-8220/25/16/4911
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