Fuzzy Logic and Data Quality in Real-Time Systems

Issue title: Real-Time Intelligent Control Systems

Guest editors: E. de PabloGuest Editor, A. JimenezGuest Editor, V. LópezGuest Editor and P. RodríguezGuest Editor

Article type: Research Article

Authors: Matía, F.^{a; *} | Aguilar-Crespo, J. A.^b | Jiménez, A.^a | Sanz, R.^a | Domínguez, J. M.^b

Affiliations: [a] Departamento de Automática, Ingeniería Electrónica e Informática Industrial (DISAM), Universidad Politécnica de Madrid, J. Gutiérrez Abascal, 2, 28006-Madrid, Spain | [b] Instituto de Ingeniería del Conocimiento, UAM Cantoblanco, Módulo C-XVI, Planta 4, 28049-Madrid, Spain

Correspondence: [*] Author to whom all correspondence should be addressed.

Abstract: This paper discusses the application of fuzzy logic to solve data validation problems. We show how human expert knowledge is easily represented by means of fuzzy logic, a technique that allows one to manage linguistic terms, and so imprecision and uncertainty. The way in which this technique may be integrated, not only in a real-time system, but with other techniques carrying out the same task, is also discussed. Finally, an industrial application of these ideas is presented.

DOI: 10.3233/ICA-1995-2306

Journal: Integrated Computer-Aided Engineering, vol. 2, no. 3, pp. 229-239, 1995