Hybrid fault detection and isolation in an heater bank of an HVAC system

P. M. Silva; V. M. Becerra; I. Khoo; J. M. F. Calado

doi:10.1109/MED.2007.4433732

Hybrid fault detection and isolation in an heater bank of an HVAC system

P. M. Silva, V. M. Becerra, I. Khoo, J. M. F. Calado

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this work a hybrid technique that includes probabilistic and optimization based methods is presented. The method is applied, both in simulation and by means of real-time experiments, to the heating unit of a Heating, Ventilation Air Conditioning (HVAC) system. It is shown that the addition of the probabilistic approach improves the fault diagnosis accuracy.

Original language	English
Title of host publication	Mediterranean Conference on Control & Automation, 2007
Subtitle of host publication	MED '07
Place of Publication	Piscataway
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-6
ISBN (Electronic)	9781424412822
ISBN (Print)	9781424412815
DOIs	https://doi.org/10.1109/MED.2007.4433732
Publication status	Published - 2007

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10.1109/MED.2007.4433732

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title = "Hybrid fault detection and isolation in an heater bank of an HVAC system",

abstract = "In this work a hybrid technique that includes probabilistic and optimization based methods is presented. The method is applied, both in simulation and by means of real-time experiments, to the heating unit of a Heating, Ventilation Air Conditioning (HVAC) system. It is shown that the addition of the probabilistic approach improves the fault diagnosis accuracy.",

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author = "Silva, \{P. M.\} and Becerra, \{V. M.\} and I. Khoo and Calado, \{J. M. F.\}",

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publisher = "Institute of Electrical and Electronics Engineers Inc.",

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T1 - Hybrid fault detection and isolation in an heater bank of an HVAC system

AU - Silva, P. M.

AU - Becerra, V. M.

AU - Khoo, I.

AU - Calado, J. M. F.

PY - 2007

Y1 - 2007

N2 - In this work a hybrid technique that includes probabilistic and optimization based methods is presented. The method is applied, both in simulation and by means of real-time experiments, to the heating unit of a Heating, Ventilation Air Conditioning (HVAC) system. It is shown that the addition of the probabilistic approach improves the fault diagnosis accuracy.

AB - In this work a hybrid technique that includes probabilistic and optimization based methods is presented. The method is applied, both in simulation and by means of real-time experiments, to the heating unit of a Heating, Ventilation Air Conditioning (HVAC) system. It is shown that the addition of the probabilistic approach improves the fault diagnosis accuracy.

KW - DIAGNOSIS

U2 - 10.1109/MED.2007.4433732

DO - 10.1109/MED.2007.4433732

M3 - Conference contribution

SN - 9781424412815

SP - 1

EP - 6

BT - Mediterranean Conference on Control & Automation, 2007

PB - Institute of Electrical and Electronics Engineers Inc.

CY - Piscataway

ER -

Hybrid fault detection and isolation in an heater bank of an HVAC system

Abstract

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