Novel double layer BiLSTM minor soft fault detection for sensors in air-conditioning system with KPCA reducing dimensions-Reference-Cited by-同舟云学术

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

Published:2021-12 Issue: Volume:44 Page:102950
ISSN:2352-7102
Container-title:Journal of Building Engineering
language:en
Short-container-title:Journal of Building Engineering

Author:

Yan Xiuying^ORCID,Guan Ting,Fan Kaixing,Sun Qing

Funder

ShanXi Science and Technology Department

Key Research and Development Projects of Shaanxi Province

National Natural Science Foundation of China

Shaanxi Province Department of Science and Technology

Publisher

Elsevier BV

Subject

Mechanics of Materials,Safety, Risk, Reliability and Quality,Building and Construction,Architecture,Civil and Structural Engineering

Reference25 articles.

1. Analysis of an information monitoring and diagnostic system to improve building operations;Piette;Energy Build.,2001

2. Fault diagnosis for temperature, flow rate and pressure sensors in VAV systems using wavelet neural network;Du;Appl. Energy,2009

3. AHU sensor fault diagnosis using principal component analysis method;Wang;Energy Build.,2004

4. Enhanced chiller sensor fault detection, diagnosis and estimation using wavelet analysis and principal component analysis methods;Xu;Appl. Therm. Eng.,2008

5. A rough set approach to the ordering of basic events in a fault tree for fault diagnosis;Khoo;Int. J. Adv. Manuf. Technol.,2001

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