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Bingchang Hou

chongqing university

18H-index
52Paper Count
1.0KCitation Count
Published Papers 30
Publication Date
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Sparsity-measure-informed methods for machinery condition monitoring and fault diagnosis: fundamentals, methodologies, and future directions
errMechanical Systems and Signal Processing
IF8.9
err2026-08-24
err0
PREAI
errBingchang Hou; Dong Wang
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Sparsity-Constrained Compressed Covariance Sensing: Enhanced Deterministic Sampling-Based Compressed Sensing from a Mutual Coherence Perspective
errSignal Processing
IF3.6
err2026-05-05
err0
PREAI
errJiahui Cao; Zhibo Yang; Jinjin Xu; Quan Qian; Bingchang Hou; Ruqiang Yan; Asoke K. Nandi
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Dimension-mismatched adversarial network: a new feature distribution adaptation method for rolling bearing RUL prediction
errReliability Engineering & System Safety
IF11
err2026-01-22
err0
PREAI
errQuan Qian; Jianghong Zhou; Bingchang Hou; Jie Wang; Hanmin Sheng; Jiusi Zhang
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errSave
Two heuristic-optimization-based frameworks for tailoring signal decomposition methods
errMechanical Systems and Signal Processing
IF8.9
err2025-11-12
err0
PREAI
errBingchang Hou; Dong Wang; Yi Qin; Dengyu Xiao; Huayan Pu; Jun Luo
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Cycle-embedded sparsity measures as a generalized objective function of impulsive mode decomposition for impulsive fault component extraction
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-05-01
err0
PREAI
errHou, Bingchang; Wang, Yu
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Robust optimized weights spectrum: Enhanced interpretable fault feature extraction method by solving frequency fluctuation problem
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-01-01
err0
PREAI
errWang, Yu; Wang, Dong; Hou, Bingchang; Lu, Siliang; Peng, Zhike
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Enspectrumix: Novel adaptive methodology for fault component extraction from vibration mixtures
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-10-01
err0
PREAI
errHou, Bingchang; Xie, Min; Peng, Zhike; Wang, Dong
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Impulsive mode decomposition
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-04-01
err6
PREAI
errHou, Bingchang; Xie, Min; Yan, Hong; Wang, Dong
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Box-Cox transformation based state-space modeling as a unified prognostic framework for degradation linearization and RUL prediction enhancement
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-04-01
err9
PREAI
errLiu, Jie; Hou, Bingchang; Lu, Ming; Wang, Dong
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Adaptive Fault Components Extraction by Using an Optimized Weights Spectrum Based Index for Machinery Fault Diagnosis
errIEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF7.2
err2024-01-01
err16
PREAI
errHou, Bingchang; Wang, Dong; Peng, Zhike; Tsui, Kwok-Leung
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Gaussian assumptions-free interpretable linear discriminant analysis for locating informative frequency bands for machine condition monitoring
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-09-01
err3
PREAI
errChen, Yikai; Wang, Dong; Hou, Bingchang; Xia, Tangbin
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New Short-Long-Term Degradation Model for Precise Battery Health Prognostics
errIEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF7.2
err2023-09-01
err8
PREAI
errKong, Jin-Zhen; Cui, Di; Hou, Bingchang; Liu, Xingchen; Wang, Dong
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Optimized weights spectrum autocorrelation: A new and promising method for fault characteristic frequency identification for rotating Machine fault diagnosis
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-05-01
err12
PREAI
errHou, Bingchang; Feng, Xiao; Kong, Jin-Zhen; Peng, Zhike; Tsui, Kwok-Leung; Wang, Dong
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errSave
Difference mode decomposition for adaptive signal decomposition
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-05-01
err33
PREAI
errHou, Bingchang; Wang, Dong; Xia, Tangbin; Peng, Zhike; Tsui, Kwok-Leung
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errSave
New statistical learning perspective for design of a physically interpretable prototypical neural network for machine condition monitoring
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-04-01
err19
PREAI
errWang, Dong; Hou, Bingchang; Yan, Tongtong; Shen, Changqing; Peng, Zhike
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Sparse and Flexible Convex-Hull Representation for Machine Degradation Modeling
errIEEE TRANSACTIONS ON RELIABILITY
IF5.7
err2023-03-01
err4
PREAI
errYan, Tongtong; Wang, Yuting; Xia, Tangbin; Hou, Bingchang; Xi, Lifeng; Wang, Dong
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errSave
Optimal Noise Subtraction-Based Fault Components Extraction for Machinery Fault Diagnosis
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2023-01-01
err9
PREAI
errHou, Bingchang; Wang, Dong
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errSave
Easier Computational Approach of Optimized Weights and Its Extensions for Learning Interpretable Machine Fault Features
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2023-01-01
err0
PREAI
errHou, Bingchang; Liu, Jie; Wang, Dong
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errSave
Weighted squared envelope diversity entropy as a nonlinear dynamic prognostic measure of rolling element bearing
errNONLINEAR DYNAMICS
IF6
err2022-12-14
err6
PREAI
errNoman, Khandaker; Hou, Bingchang; Wang, Dong; Li, Yongbo; Wang, Shun
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Generic Framework for Integration of First Prediction Time Detection With Machine Degradation Modelling from Frequency Domain
errIEEE TRANSACTIONS ON RELIABILITY
IF5.7
err2022-12-01
err14
PREAI
errYan, Tongtong; Wang, Dong; Hou, Bingchang; Peng, Zhike
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Ruqiang Yan
H-index: 82 · Papers: 570
M
Min Xie
H-index: 82 · Papers: 1.0K
H
Hong Yan
H-index: 74 · Papers: 1.6K
K
Kwok‐Leung Tsui
H-index: 73 · Papers: 591
Z
Zhike Peng
H-index: 70 · Papers: 592
View more