A fuzzy virtual temperature sensor for an irradiative enclosure

Dalileh Mehrabi, Morteza Mohammadzaheri, Ali Firoozfar, Mohammadreza Emadi

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

This paper presents the idea of virtual temperature sensors for irradiative enclosures. Such a virtual sensor is an algorithm which receives the temperature of a number of points on surfaces of an enclosure and estimates the temperature of another point (or a number of other points) within enclosure. This paper proposes a data-driven method based on fuzzy inference systems to develop temperature virtual sensing algorithms. The proposed method is validated on an experimental setup exhibiting excellent estimation accuracy with no need to thermo-physical properties of the enclosure. In this research, the designed and validated algorithm estimates the temperature of a single point; however, the methodology can be evidently extended to multiple points.

Original languageEnglish
Pages (from-to)4989-4994
Number of pages6
JournalJournal of Mechanical Science and Technology
Volume31
Issue number10
DOIs
Publication statusPublished - Oct 1 2017

Fingerprint

Temperature sensors
Enclosures
Temperature
Fuzzy inference
Thermodynamic properties
Sensors

Keywords

  • Enclosure
  • Fuzzy
  • Radiation
  • Temperature virtual sensor

ASJC Scopus subject areas

  • Mechanics of Materials
  • Mechanical Engineering

Cite this

A fuzzy virtual temperature sensor for an irradiative enclosure. / Mehrabi, Dalileh; Mohammadzaheri, Morteza; Firoozfar, Ali; Emadi, Mohammadreza.

In: Journal of Mechanical Science and Technology, Vol. 31, No. 10, 01.10.2017, p. 4989-4994.

Research output: Contribution to journalArticle

Mehrabi, Dalileh ; Mohammadzaheri, Morteza ; Firoozfar, Ali ; Emadi, Mohammadreza. / A fuzzy virtual temperature sensor for an irradiative enclosure. In: Journal of Mechanical Science and Technology. 2017 ; Vol. 31, No. 10. pp. 4989-4994.
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