A fuzzy virtual temperature sensor for an irradiative enclosure

Dalileh Mehrabi; Morteza Mohammadzaheri; Ali Firoozfar; Mohammadreza Emadi

doi:10.1007/s12206-017-0947-x

A fuzzy virtual temperature sensor for an irradiative enclosure

Dalileh Mehrabi, Morteza Mohammadzaheri^*, Ali Firoozfar, Mohammadreza Emadi

^*Corresponding author for this work

Mechanical and Industrial Engineering

Research output: Contribution to journal › Article › peer-review

6 Citations (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 language	English
Pages (from-to)	4989-4994
Number of pages	6
Journal	Journal of Mechanical Science and Technology
Volume	31
Issue number	10
DOIs	https://doi.org/10.1007/s12206-017-0947-x
Publication status	Published - Oct 1 2017

Keywords

Enclosure
Fuzzy
Radiation
Temperature virtual sensor

ASJC Scopus subject areas

Mechanics of Materials
Mechanical Engineering

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10.1007/s12206-017-0947-x

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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.",

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AU - Firoozfar, Ali

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AB - 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.

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A fuzzy virtual temperature sensor for an irradiative enclosure

Abstract

Keywords

ASJC Scopus subject areas

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