Issues on Applying Knowledge-Based Techniques in Real-Time Control Systems

  • Doina Zmaranda University of Oradea
  • Helga Silaghi University of Oradea
  • Gianina Gabor University of Oradea
  • Codruta Vancea University of Oradea

Abstract

At the time being knowledge-based systems are used in almost all life aspects. The main reason for trying to use knowledge-based systems in real-time control is to reduce cognitive load on users (overload), their application proving to be important when conventional techniques have failed or are not sufficiently effective [1]. The development of automated diagnosis techniques and systems can help also to minimize downtime and maintain efficient output. This paper presents some issues of applying knowledge-based systems to real-time control systems. It describes and analyzes the main issues concerning the real-time domain and provides possible solutions, such as a set of requirements that a real-time knowledge-based system must satisfy. The paper proposes a possible architecture for applying knowledge-based techniques in real-time control systems. Finally, a way of employing knowledge-based techniques  for extending the existing automatic control and monitoring system for the geothermal plant from the University of Oradea is presented.

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Published
2012-11-13
How to Cite
ZMARANDA, Doina et al. Issues on Applying Knowledge-Based Techniques in Real-Time Control Systems. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, [S.l.], v. 8, n. 1, p. 166-175, nov. 2012. ISSN 1841-9844. Available at: <http://univagora.ro/jour/index.php/ijccc/article/view/181>. Date accessed: 04 july 2020. doi: https://doi.org/10.15837/ijccc.2013.1.181.

Keywords

Real-time control systems; knowledge-based systems; Programmable Logic Controller