Abstract
The rapid advancements in Generative AI (GenAI), particularly the Large Language Models (LLMs) present transformative opportunities for enhancing smart home environments. This research investigates the integration of LLM agents as reasoning entities into smart homes, with a focus on optimizing energy efficiency, improving indoor living conditions, and addressing safety and security challenges. By leveraging their natural language processing and reasoning capabilities, LLM agents are used to analyze the data from sensors deployed across the smart home to identify usage patterns, detect anomalies, and generate actionable recommendations. The proposed framework demonstrates how LLM agents can optimize appliance settings, enable predictive maintenance, and mitigate vendor lock-in by providing a versatile and non-proprietary solution for intelligent home management. Key contributions of this research include the development of a platform for monitoring and maintaining energy efficiency and living comfort, as well as issuing structured recommendations aligned with standard living guidelines. The findings highlight the potential of LLMs in transforming smart home ecosystems, paving the way for more sustainable, efficient, and user-centric living environments.
| Original language | English |
|---|---|
| Title of host publication | 2025 IEEE 14th International Conference on Consumer Electronics - Berlin (ICCE-Berlin) |
| Publisher | IEEE |
| Pages | 138-143 |
| Number of pages | 6 |
| ISBN (Electronic) | 979-8-3315-5381-4 |
| DOIs | |
| Publication status | E-pub ahead of print - 12 Dec 2025 |
| Event | 14th IEEE International Conference on Consumer Electronics - Berlin, Germany Duration: 6 Sept 2025 → 8 Sept 2025 https://icce-berlin.org/2025/ |
Conference
| Conference | 14th IEEE International Conference on Consumer Electronics |
|---|---|
| Abbreviated title | ICCE Berlin |
| Country/Territory | Germany |
| City | Berlin |
| Period | 6/09/25 → 8/09/25 |
| Internet address |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- Smart home
- Large Language Models
- home automation
- IoT
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