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Quadratic-wavelet-transform-based fault detection approach for temperature sensor
Han XJ(韩晓佳)1,2; Xu AD(徐皑冬)1; Wang K(王锴)1; Guo HF(郭海丰)1,2; Zhang N(张凝)1,2; Liu Y(刘洋)1,2; Hong, Seung Ho3
Department工业控制网络与系统研究室
Source PublicationIEEJ Transactions on Electrical and Electronic Engineering
ISSN1931-4973
2019
Volume14Pages:148-156
Indexed BySCI ; EI
EI Accession number20183205654672
WOS IDWOS:000455842900015
Contribution Rank1
Funding OrganizationNatural Science Foundation of China
Keywordquadratic wavelet transform temperature sensor fault detection noise signal process signal
AbstractAddressing the problem of online fault detection of a temperature sensor, a fault detection algorithm based on quadratic wavelet transform is proposed in this paper. First, the discrete wavelet transform is used to extract noise from the process signal; since the process noise signal is related to the internal structure and status of the sensor, a Butterworth low-pass filter is used to filter out the high-frequency electrical interference signal to obtain the process noise signal. Second, the continuous wavelet transform is used to detect abrupt fault from the process noise signal. Experimental results show that the noise-analysis-based fault detection algorithm (quadratic wavelet transform) is better than the process-signal-analysis-based approach and that the quadratic wavelet transform is feasible for thermowell drop fault detection of the temperature sensor.
Language英语
WOS SubjectEngineering, Electrical & Electronic
WOS Research AreaEngineering
Funding ProjectNatural Science Foundation of China[71661147005]
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Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/22385
Collection工业控制网络与系统研究室
Corresponding AuthorXu AD(徐皑冬)
Affiliation1.Laboratory of Industrial Control Network and System, Shenyang Institute of Automation Chinese Academy of Sciences Shenyang 110016 China
2.University of Chinese Academy of Sciences Beijing 100049 China
3.Department of Electronic Engineering Hanyang University Ansan 426-791 Republic of Korea
Recommended Citation
GB/T 7714
Han XJ,Xu AD,Wang K,et al. Quadratic-wavelet-transform-based fault detection approach for temperature sensor[J]. IEEJ Transactions on Electrical and Electronic Engineering,2019,14:148-156.
APA Han XJ.,Xu AD.,Wang K.,Guo HF.,Zhang N.,...&Hong, Seung Ho.(2019).Quadratic-wavelet-transform-based fault detection approach for temperature sensor.IEEJ Transactions on Electrical and Electronic Engineering,14,148-156.
MLA Han XJ,et al."Quadratic-wavelet-transform-based fault detection approach for temperature sensor".IEEJ Transactions on Electrical and Electronic Engineering 14(2019):148-156.
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