Automatic Feature Selection Using Multiobjective Cluster Optimization for Fault Detection in a Heating Ventilation and Air Conditioning System

2013 1st International Conference on Artificial Intelligence, Modelling and Simulation ◽

10.1109/aims.2013.34 ◽

2013 ◽

Author(s):

Mitchell Yuwono ◽

Steven W. Su ◽

Ying Guo ◽

Jiaming Li ◽

Sam West ◽

...

Keyword(s):

Feature Selection ◽

Fault Detection ◽

Air Conditioning ◽

Air Conditioning System ◽

Cluster Optimization ◽

Automatic Feature Selection

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Fault Detection Method with Decision Rule of Rough Set based on Qualitative Model in Building Air-conditioning System

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.138.1613 ◽

2018 ◽

Vol 138 (12) ◽

pp. 1613-1624

Author(s):

Masaki Yumoto

Keyword(s):

Fault Detection ◽

Decision Rule ◽

Rough Set ◽

Air Conditioning ◽

Detection Method ◽

Qualitative Model ◽

Air Conditioning System

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Fault Detection based on Information Extraction from Measured Time-series Data in Building Air-conditioning System

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.135.651 ◽

2015 ◽

Vol 135 (6) ◽

pp. 651-659 ◽

Author(s):

Masaki Yumoto

Keyword(s):

Time Series ◽

Fault Detection ◽

Information Extraction ◽

Air Conditioning ◽

Time Series Data ◽

Series Data ◽

Air Conditioning System ◽

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Research on fault detection method for heat pump air conditioning system under cold weather

Chinese Journal of Chemical Engineering ◽

10.1016/j.cjche.2017.06.009 ◽

2017 ◽

Vol 25 (12) ◽

pp. 1812-1819 ◽

Author(s):

Liangliang Sun ◽

Jianghua Wu ◽

Haiqi Jia ◽

Xuebin Liu

Keyword(s):

Fault Detection ◽

Heat Pump ◽

Air Conditioning ◽

Detection Method ◽

Cold Weather ◽

Air Conditioning System

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Data-driven fault detection and diagnosis for centralised chilled water air conditioning system

PRZEGLĄD ELEKTROTECHNICZNY ◽

10.15199/48.2022.01.47 ◽

2022 ◽

Vol 1 (1) ◽

pp. 219-223

Author(s):

Noor SULAIMAN

Keyword(s):

Fault Detection ◽

Air Conditioning ◽

Fault Detection And Diagnosis ◽

Data Driven ◽

Air Conditioning System ◽

Chilled Water ◽

Detection And Diagnosis

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Fault Detection Methods in Air-Conditioning System Based on Parametric Statistics Characteristics

Proceedings of the 2017 7th International Conference on Manufacturing Science and Engineering (ICMSE 2017) ◽

10.2991/icmse-17.2017.79 ◽

2017 ◽

Author(s):

Yuan Liu ◽

Pengcheng Zhao ◽

Wei Li ◽

Xiaozuo Lu ◽

Yimin Wang

Keyword(s):

Fault Detection ◽

Air Conditioning ◽

Detection Methods ◽

Air Conditioning System ◽

Parametric Statistics

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Fault Detection of Heat Source System for an Air Conditioning System by Stochastic Qualitative Reasoning

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss1987.116.11_1281 ◽

1996 ◽

Vol 116 (11) ◽

pp. 1281-1287

Author(s):

Masaki Yumoto ◽

Takenao Ohkawa ◽

Norihisa Komoda ◽

Fusachika Miyasaka

Keyword(s):

Fault Detection ◽

Heat Source ◽

Air Conditioning ◽

Qualitative Reasoning ◽

Air Conditioning System

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A BASIC STUDY ON DEVELOPMENT OF FAULT DETECTION AND DIAGNOSIS TOOL FOR BUILDING AIR-CONDITIONING SYSTEM

Journal of Environmental Engineering (Transactions of AIJ) ◽

10.3130/aije.71.71_3 ◽

2006 ◽

Vol 71 (607) ◽

pp. 71-78

Author(s):

Young-hak SONG ◽

Yasunori AKASHI

Keyword(s):

Fault Detection ◽

Air Conditioning ◽

Fault Detection And Diagnosis ◽

Basic Study ◽

Air Conditioning System ◽

Diagnosis Tool ◽

Detection And Diagnosis

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The Definition of Qualitative Regions for Fault Detection of a Building Air Conditioning System by Stochastic Qualitative Reasoning

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss1987.118.12_1757 ◽

1998 ◽

Vol 118 (12) ◽

pp. 1757-1763

Author(s):

Takahiro Yamasaki ◽

Masaki Yumoto ◽

Takenao Ohkawa ◽

Norihisa Komoda ◽

Fusachika Miyasaka

Keyword(s):

Fault Detection ◽

Air Conditioning ◽

Qualitative Reasoning ◽

Air Conditioning System ◽

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Novel double layer BiLSTM minor soft fault detection for sensors in air-conditioning system with KPCA reducing dimensions

Journal of Building Engineering ◽

10.1016/j.jobe.2021.102950 ◽

2021 ◽

pp. 102950

Author(s):

Xiuying Yan ◽

Ting Guan ◽

Kaixing Fan ◽

Qing Sun

Keyword(s):

Fault Detection ◽

Double Layer ◽

Air Conditioning ◽

Air Conditioning System ◽

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Unsupervised feature selection using swarm intelligence and consensus clustering for automatic fault detection and diagnosis in Heating Ventilation and Air Conditioning systems

Applied Soft Computing ◽

10.1016/j.asoc.2015.05.030 ◽

2015 ◽

Vol 34 ◽

pp. 402-425 ◽

Author(s):

Mitchell Yuwono ◽

Ying Guo ◽

Josh Wall ◽

Jiaming Li ◽

Sam West ◽

...

Keyword(s):

Feature Selection ◽

Fault Detection ◽

Swarm Intelligence ◽

Air Conditioning ◽

Fault Detection And Diagnosis ◽

Consensus Clustering ◽

Unsupervised Feature Selection ◽

Detection And Diagnosis ◽

Air Conditioning Systems

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