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Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...
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Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
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Flexibility Support for Homecare Applications Based on Models and Multi-Agent Technology.

Aintzane Armentia1, Unai Gangoiti2, Rafael Priego3

  • 1Automatic Control & Systems Engineering Department, ETSI Bilbao, University of the Basque Country (UPV/EHU), 48013 Bilbao, Spain. aintzane.armentia@ehu.eus.

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PubMed
Summary

Ambient intelligence technology offers a flexible and available homecare solution for aging populations, optimizing medical resources. This approach supports elderly individuals living independently while ensuring system reliability through a multi-agent middleware.

Keywords:
AAL systemsadaptabilityavailabilitydomain modelinghomecaremulti-agent systemsstateful components

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Area of Science:

  • Health Informatics
  • Computer Science
  • Gerontology

Background:

  • Public health systems face increasing pressure from aging populations in developed countries.
  • Homecare solutions are needed to support elderly independence and optimize medical resources.
  • Ambient intelligence technology presents a promising avenue for advanced homecare systems.

Purpose of the Study:

  • To propose a flexible and available homecare solution using ambient intelligence for the elderly.
  • To address the need for adaptable and resilient homecare applications throughout their lifecycle.
  • To enable medical staff to design customized, context-aware applications and guide developers.

Main Methods:

  • A domain modeling approach for designing adaptable homecare applications.
  • Implementation of a multi-agent based middleware for managing application execution.
  • Focus on flexibility mechanisms for adaptability and availability throughout the application lifecycle.

Main Results:

  • The proposed domain modeling approach facilitates customized application design for medical staff.
  • The multi-agent middleware ensures system adaptability to changing contexts.
  • The system demonstrates availability, even for stateful applications, mitigating service disruptions.

Conclusions:

  • The developed solution effectively addresses the flexibility and availability requirements for homecare applications.
  • Ambient intelligence, coupled with a multi-agent middleware, enhances elderly homecare and resource optimization.
  • This approach supports the entire lifecycle of homecare applications, from design to runtime.