A fuzzy virtual temperature sensor for an irradiative enclosure

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...

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Bibliographic Details
Published in:Journal of mechanical science and technology 2017, 31(10), , pp.4989-4994
Main Authors: Mehrabi, Dalileh, Mohammadzaheri, Morteza, Firoozfar, Ali, Emadi, Mohammadreza
Format: Article
Language:English
Subjects:
Algorithms
Control
Dynamical Systems
Engineering
Fuzzy systems
Industrial and Production Engineering
Mechanical Engineering
Physical properties
Temperature sensors
Vibration
기계공학
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Summary: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.
ISSN:1738-494X
1976-3824
DOI:10.1007/s12206-017-0947-x