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Scopus Author ID: 57206723098

Countries

China

Biography

His research interests are mainly about machinery condition monitoring, fault diagnosis, and prognostics.

Activities

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Education and qualifications (2)

Shanghai Jiao Tong University: Shanghai, Shanghai, CN

2020-09 to 2024-12 | Ph.D (Department of Industrial Engineering and Management)
Education
Source: Self-asserted source
Bingchang Hou

Chongqing University: Chongqing, Chongqing, CN

2016-09 to 2020-06 | Bachelor (Mechanical engineering)
Education
Source: Self-asserted source
Bingchang Hou

Works (22)

Enspectrumix: Novel adaptive methodology for fault component extraction from vibration mixtures

Mechanical Systems and Signal Processing
2024-10 | Journal article
DOI: 10.1016/j.ymssp.2024.111611
Contributors: Bingchang Hou; Min Xie; Zhike Peng; Dong Wang
Source: check_circle
Crossref

Impulsive mode decomposition

Mechanical Systems and Signal Processing
2024-04 | Journal article
DOI: 10.1016/j.ymssp.2024.111227
Contributors: Bingchang Hou; Min Xie; Hong Yan; Dong Wang
Source: check_circle
Crossref

Adaptive Fault Components Extraction by Using an Optimized Weights Spectrum Based Index for Machinery Fault Diagnosis

IEEE Transactions on Industrial Electronics
2024-01 | Journal article
DOI: 10.1109/TIE.2023.3243282
Contributors: Bingchang Hou; Dong Wang; Zhike Peng; Kwok-Leung Tsui
Source: check_circle
Crossref

Easier Computational Approach of Optimized Weights and Its Extensions for Learning Interpretable Machine Fault Features

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
DOI: 10.1109/TIM.2023.3322491
Contributors: Bingchang Hou; Jie Liu; Dong Wang
Source: check_circle
Crossref

Optimal Noise Subtraction-Based Fault Components Extraction for Machinery Fault Diagnosis

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
DOI: 10.1109/TIM.2023.3277964
Contributors: Bingchang Hou; Dong Wang
Source: check_circle
Crossref

Interpretable federated learning for machine condition monitoring: Interpretable average global model as a fault feature library

Engineering Applications of Artificial Intelligence
2023-09 | Journal article
DOI: 10.1016/j.engappai.2023.106632
Contributors: Xiao Feng; Dong Wang; Bingchang Hou; Tongtong Yan
Source: check_circle
Crossref

New Short-Long-Term Degradation Model for Precise Battery Health Prognostics

IEEE Transactions on Industrial Electronics
2023-09 | Journal article
DOI: 10.1109/TIE.2022.3212365
Contributors: Jin-Zhen Kong; Di Cui; Bingchang Hou; Xingchen Liu; Dong Wang
Source: check_circle
Crossref

Difference mode decomposition for adaptive signal decomposition

Mechanical Systems and Signal Processing
2023-05 | Journal article
DOI: 10.1016/j.ymssp.2023.110203
Contributors: Bingchang Hou; Dong Wang; Tangbin Xia; Zhike Peng; Kwok-Leung Tsui
Source: check_circle
Crossref

Optimized weights spectrum autocorrelation: A new and promising method for fault characteristic frequency identification for rotating Machine fault diagnosis

Mechanical Systems and Signal Processing
2023-05 | Journal article
DOI: 10.1016/j.ymssp.2023.110200
Part of ISSN: 0888-3270
Contributors: Bingchang Hou; Xiao Feng; Jin-Zhen Kong; Zhike Peng; Kwok-Leung Tsui; Dong Wang
Source: Self-asserted source
Bingchang Hou

Sparse and Flexible Convex-Hull Representation for Machine Degradation Modeling

IEEE Transactions on Reliability
2023-03 | Journal article
DOI: 10.1109/TR.2022.3164976
Contributors: Tongtong Yan; Yuting Wang; Tangbin Xia; Bingchang Hou; Lifeng Xi; Dong Wang
Source: check_circle
Crossref

Statistical learning modeling based health indicator construction for machine condition monitoring

Measurement Science and Technology
2023-01-01 | Journal article
DOI: 10.1088/1361-6501/ac929f
Contributors: Yanqing Deng; Bingchang Hou; Changqing Shen; Dong Wang
Source: check_circle
Crossref

OSESgram: Data-Aided Method for Selection of Informative Frequency Bands for Bearing Fault Diagnosis

IEEE Transactions on Instrumentation and Measurement
2022 | Journal article
DOI: 10.1109/TIM.2022.3175037
Contributors: Bingchang Hou; Yikai Chen; Hong Wang; Zhike Peng; Kwok-Leung Tsui; Dong Wang
Source: check_circle
Crossref

Generic Framework for Integration of First Prediction Time Detection With Machine Degradation Modelling from Frequency Domain

IEEE Transactions on Reliability
2022-12 | Journal article
DOI: 10.1109/TR.2021.3087698
Contributors: Tongtong Yan; Dong Wang; Bingchang Hou; Zhike Peng
Source: check_circle
Crossref

Understanding importance of positive and negative signs of optimized weights used in the sum of weighted normalized Fourier spectrum/envelope spectrum for machine condition monitoring

Mechanical Systems and Signal Processing
2022-07 | Journal article
DOI: 10.1016/j.ymssp.2022.109094
Part of ISSN: 0888-3270
Contributors: Bingchang Hou
Source: Self-asserted source
Bingchang Hou

Generalized Gini indices: Complementary sparsity measures to Box-Cox sparsity measures for machine condition monitoring

Mechanical Systems and Signal Processing
2022-04 | Journal article
DOI: 10.1016/j.ymssp.2021.108751
Part of ISSN: 0888-3270
Source: Self-asserted source
Bingchang Hou

Interpretable online updated weights: Optimized square envelope spectrum for machine condition monitoring and fault diagnosis

Mechanical Systems and Signal Processing
2022-04 | Journal article
DOI: 10.1016/j.ymssp.2021.108779
Part of ISSN: 0888-3270
Source: Self-asserted source
Bingchang Hou

Adaptive Weighted Signal Preprocessing Technique for Machine Health Monitoring

IEEE Transactions on Instrumentation and Measurement
2021 | Journal article
DOI: 10.1109/TIM.2020.3033471
Contributors: Bingchang Hou; Dong Wang; Yi Wang; Tongtong Yan; Zhike Peng; Kwok-Leung Tsui
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Gini Indices II and III: Two New Sparsity Measures and Their Applications to Machine Condition Monitoring

IEEE/ASME Transactions on Mechatronics
2021 | Journal article
DOI: 10.1109/tmech.2021.3100532
Part of ISSN: 1083-4435
Part of ISSN: 1941-014X
Source: Self-asserted source
Bingchang Hou
grade
Preferred source (of 2)‎

A Comparison of Machine Health Indicators Based on the Impulsiveness of Vibration Signals

Acoustics Australia
2021-06-10 | Journal article
DOI: 10.1007/s40857-021-00224-7
Contributors: Bingchang Hou; Dong Wang; Tongtong Yan; Zhike Peng
Source: check_circle
Crossref

Investigations on quasi-arithmetic means for machine condition monitoring

Mechanical Systems and Signal Processing
2021-04 | Journal article
DOI: 10.1016/j.ymssp.2020.107451
Part of ISSN: 0888-3270
Source: Self-asserted source
Bingchang Hou

Adaptive Estimation of Instantaneous Angular Speed for Wind Turbine Planetary Gearbox Fault Detection

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2908192
EID:

2-s2.0-85065143823

Part of ISBN:

21693536
Contributors: Wang, Y.; Tang, B.; Meng, L.; Hou, B.
Source: Self-asserted source
Bingchang Hou via Scopus - Elsevier
grade
Preferred source (of 2)‎

A tacholess order tracking method for wind turbine planetary gearbox fault detection

Measurement
2019-05 | Journal article
DOI: 10.1016/j.measurement.2019.02.010
Contributors: Bingchang Hou; Yi Wang; Baoping Tang; Yi Qin; Yang Chen; Yuhang Chen
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Peer review (17 reviews for 5 publications/grants)

Review activity for Arabian journal for science and engineering. (1)
Review activity for Circuits, systems, and signal processing (2)
Review activity for Measurement. (4)
Review activity for Mechanical systems and signal processing. (8)
Review activity for Reliability engineering & systems safety. (2)
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