Intelligent Real-Time Monitoring and Control

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Citation: Barbara Hayes-Roth and Richard Washington and Rattikorn Hewett and Micheal Hewett and Adam Seiver. (1989) Intelligent Real-Time Monitoring and Control. In KSL-89-05, January,1989.

Publication techreport ( Edit )
type Technical Report
bibtype techreport
Bibtex basics
author Barbara Hayes-Roth and Richard Washington and Rattikorn Hewett and Micheal Hewett and Adam Seiver
title Intelligent Real-Time Monitoring and Control
number KSL-89-05
institution Knowledge Systems, AI Laboratory
year 1989
month January
Bibtex more
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abstract Intelligent monitoring and control involves observing and guiding the behavior of a physical system toward some objective, with real-time constraints on the utility of particular actions. Generic functional requirements for this task include: integration of perception, reasoning, and action; integration of multiple reasoning activities; reasoning about complex, time-varying systems; coordination of multiple response modes; dynamic allocation of limited computational resources. We illustrate these requirements in the domain of patient monitoring in a surgical intensive care unit (SICU). We propose a generic architecture, designed and implemented in layers: top-level system organization; reasoning skills and knowledge representation; first-principles knowledge of physical systems; domain knowledge. We illustrate the architecture in the "Guardian" system for SICU monitoring and describe Guardian's performance on an illustrative scenario. Finally, we discuss the generality and limitations of the proposed architecture.

KSL Technical Report ID: KSL-89-05
Facts about Intelligent Real-Time Monitoring and ControlRDF feed
Abstract Intelligent monitoring and control involve … Intelligent monitoring and control involves observing and guiding the behavior of a physical system toward some objective, with real-time constraints on the utility of particular actions. Generic functional requirements for this task include: integration of perception, reasoning, and action; integration of multiple reasoning activities; reasoning about complex, time-varying systems; coordination of multiple response modes; dynamic allocation of limited computational resources. We illustrate these requirements in the domain of patient monitoring in a surgical intensive care unit (SICU). We propose a generic architecture, designed and implemented in layers: top-level system organization; reasoning skills and knowledge representation; first-principles knowledge of physical systems; domain knowledge. We illustrate the architecture in the "Guardian" system for SICU monitoring and describe Guardian's performance on an illustrative scenario. Finally, we discuss the generality and limitations of the proposed architecture. limitations of the proposed architecture.
Author Barbara Hayes-Roth and Richard Washington and Rattikorn Hewett and Micheal Hewett and Adam Seiver  +
Bibtype techreport  +
Has author Barbara Hayes-Roth and Richard Washington and Rattikorn Hewett and Micheal Hewett and Adam Seiver  +
Has identifier KSL-89-05  +
Has publishing details January,1989  +
Has title Intelligent Real-Time Monitoring and Control  +
Has where published KSL-89-05  +
Has year 1989  +
Institution Knowledge Systems, AI Laboratory  +
Ksl tr id KSL-89-05  +
Month January  +
Number KSL-89-05  +
Process note NO  +
Title Intelligent Real-Time Monitoring and Control  +
Year 1989  +
Retrieved from "http://tw.rpi.edu/wiki/Intelligent_Real-Time_Monitoring_and_Control"
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