Modeling, measurement and artificial intelligence - Toward the new generation of intelligent measuring systems

Research output: Contribution to journalArticle

Abstract

The most important contribution of the recent research in measurement was that the measuring equipment is involved in the information processing and that instruments are actually specialized computer systems. Design of the instruments is seemingly a straight-forward task, however, complex measurement problems are ill-conditioned and knowledge-intensive. Considerable portion of the measurement related knowledge is in such problems heuristic and non-analytic in character. To evaluate it and to inject it into the measuring system design require symbolic approaches developed in artificial intelligence field. In con-sequence complex 'intelligent' measuring systems are coupled numerical-symbolic hybrid systems, with the knowledge intensive (expert) component cooperating with extensive numerical libraries. Such systems can even be embedded in other architectures designed for more abstract goals.

Original languageEnglish
Pages (from-to)123-133
Number of pages11
JournalPeriodica Polytechnica Electrical Engineering
Volume41
Issue number4
Publication statusPublished - Jan 1 1997

Keywords

  • 2nd generation expert systems
  • Agents
  • Coupled symbolic-numerical systems
  • Intelligent measuring systems

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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