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Published on: August 2, 2018
Consensual Negotiation-Based Decision Making for Connected Appliances in Smart Home Management Systems
Khac-Hoai Nam Bui1, Jason J Jung2, David Camacho3
1Department of Computer Engineering, Chung-Ang University, Seoul 156-756, Korea. hoainam.bk2012@gmail.com.
This study introduces a decentralized home energy management system using the Internet of Agents. It enables smart appliances to negotiate energy use, effectively balancing loads and reducing peak demand.
Area of Science:
- Computer Science
- Artificial Intelligence
- Energy Systems
Background:
- The Internet of Agent concept enables distributed intelligence and data processing at the data source.
- Home energy management systems require intelligent solutions for efficient resource allocation and demand reduction.
Purpose of the Study:
- To propose a novel decentralized home energy management system (DHEMS) leveraging the Internet of Agent concept.
- To develop a framework for intelligent, collaborative, and decision-making capabilities among connected home appliances.
- To address the load balancing problem in smart homes through dynamic scheduling and load shifting.
Main Methods:
- An Internet of Agent framework is presented, detailing sensing, communication, and collaboration among appliances.
- A decentralized management approach is proposed, utilizing consensual negotiation and intelligent techniques for appliance scheduling.
- Connected appliances are modeled as intelligent agents capable of independent decision-making and resource negotiation.
Main Results:
- The proposed system effectively manages energy consumption in a simulated smart home environment.
- The decentralized approach demonstrates successful load balancing by shifting demand away from peak hours.
- Consensual negotiation among agents facilitates dynamic scheduling of connected appliances.
Conclusions:
- The Internet of Agent concept offers a viable framework for decentralized home energy management.
- The developed approach effectively reduces electricity demand during peak hours through intelligent load balancing.
- This research highlights the potential of agent-based systems for optimizing smart home energy efficiency.
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