Combining Engineering and Qualitative Models to Fault Diagnosis in Air Handling Units

Marcus Martin Keane

doi:http://hdl.handle.net/10379/17322

Combining Engineering and Qualitative Models to Fault Diagnosis in Air Handling Units

Marcus Martin Keane

Civil Engineering

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

Abstract

This paper presents a methodology for model-based fault localization and identification that exploits both numerical (Modelica) models and a qualitative model-based approach to diagnosis. It has been applied to diagnosis of an air handling unit based on data recorded by a building management system. The main steps from model development to diagnosis based on the recorded data are discussed.

Original language	English (Ireland)
Title of host publication	21ST EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (ECAI 2014)
Publisher	IOS PRESS
Volume	263
ISBN (Electronic)	0922-6389
ISBN (Print)	0922-6389
DOIs	https://doi.org/http://hdl.handle.net/10379/17322
Publication status	Published - 1 Jan 2014

Authors (Note for portal: view the doc link for the full list of authors)

Authors
Struss, P;Sterling, R;Febres, J;Sabir, U;Keane, MM

Access to Document

http://hdl.handle.net/10379/17322

Cite this

@inproceedings{0e4d32dc4b7c46ab994be604e12984d7,

title = "Combining Engineering and Qualitative Models to Fault Diagnosis in Air Handling Units",

abstract = "This paper presents a methodology for model-based fault localization and identification that exploits both numerical (Modelica) models and a qualitative model-based approach to diagnosis. It has been applied to diagnosis of an air handling unit based on data recorded by a building management system. The main steps from model development to diagnosis based on the recorded data are discussed.",

author = "Keane, \{Marcus Martin\}",

year = "2014",

month = jan,

day = "1",

doi = "http://hdl.handle.net/10379/17322",

language = "English (Ireland)",

isbn = "0922-6389",

volume = "263",

booktitle = "21ST EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (ECAI 2014)",

publisher = "IOS PRESS",

}

TY - GEN

T1 - Combining Engineering and Qualitative Models to Fault Diagnosis in Air Handling Units

AU - Keane, Marcus Martin

PY - 2014/1/1

Y1 - 2014/1/1

N2 - This paper presents a methodology for model-based fault localization and identification that exploits both numerical (Modelica) models and a qualitative model-based approach to diagnosis. It has been applied to diagnosis of an air handling unit based on data recorded by a building management system. The main steps from model development to diagnosis based on the recorded data are discussed.

AB - This paper presents a methodology for model-based fault localization and identification that exploits both numerical (Modelica) models and a qualitative model-based approach to diagnosis. It has been applied to diagnosis of an air handling unit based on data recorded by a building management system. The main steps from model development to diagnosis based on the recorded data are discussed.

U2 - http://hdl.handle.net/10379/17322

DO - http://hdl.handle.net/10379/17322

M3 - Conference Publication

SN - 0922-6389

VL - 263

BT - 21ST EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (ECAI 2014)

PB - IOS PRESS

ER -

Combining Engineering and Qualitative Models to Fault Diagnosis in Air Handling Units

Abstract

Authors (Note for portal: view the doc link for the full list of authors)

Access to Document

Fingerprint

Cite this