20132020

Research output per year

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Research Output

2020

Gear pitting fault diagnosis with mixed operating conditions based on adaptive 1D separable convolution with residual connection

Li, X., Li, J., Zhao, C., Qu, Y. & He, D., Aug 2020, In : Mechanical Systems and Signal Processing. 142, 106740.

Research output: Contribution to journalArticle

Semi-supervised gear fault diagnosis using raw vibration signal based on deep learning

LI, X., LI, J., QU, Y. & HE, D., Feb 2020, In : Chinese Journal of Aeronautics. 33, 2, p. 418-426 9 p.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations
2019

An FBG based smart clamp fabricated by 3D printing technology and its application to incipient clamp looseness detection

Wang, Z., Liu, M., Qu, Y., Wei, Q., Zhou, Z., Tan, Y., Hong, L. & Zhang, J., Jun 2019, 2019 IEEE International Conference on Prognostics and Health Management, ICPHM 2019. Institute of Electrical and Electronics Engineers Inc., 8819399. (2019 IEEE International Conference on Prognostics and Health Management, ICPHM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An FBG based smart clamp for the detection of incipient clamp looseness in industrial piping system

Wang, Z., Liu, M., Zhou, Z., Qu, Y., Wei, Q., Hong, L. & Yang, F., Jul 2019, In : Measurement: Journal of the International Measurement Confederation. 140, p. 416-426 11 p.

Research output: Contribution to journalArticle

1 Scopus citations

A novel method for early gear pitting fault diagnosis using stacked SAE and GBRBM

Li, J., Li, X., He, D. & Qu, Y., Feb 2 2019, In : Sensors (Switzerland). 19, 4, 758.

Research output: Contribution to journalArticle

Open Access
4 Scopus citations

A Virtual Model to Predict the Influence of Indexing Errors on the Transmission Error of Spur Gears

Zhao, C., Wang, J., Qu, Y., Hong, L., Liu, Z. & Tan, Y., Oct 2019, 2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019. Guo, W., Li, S. & Miao, Q. (eds.). Institute of Electrical and Electronics Engineers Inc., 8942832. (2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Clamp looseness detection using modal strain estimated from FBG based operational modal analysis

Wang, Z., Liu, M., Zhu, Z., Qu, Y., Wei, Q., Zhou, Z., Tan, Y., Yu, Z. & Yang, F., Apr 2019, In : Measurement: Journal of the International Measurement Confederation. 137, p. 82-97 16 p.

Research output: Contribution to journalArticle

4 Scopus citations

Diagnostyka pittingu kół zębatych na podstawie surowego sygnału emisji akustycznej w oparciu o głębokie uczenie maszynowe

Translated title of the contribution: Gear pitting fault diagnosis using raw acoustic emission signal based on deep learningLi, X., Li, J., He, D. & Qu, Y., Jan 1 2019, In : Eksploatacja i Niezawodnosc. 21, 3, p. 403-410 8 p.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Early Gear Pitting Fault Diagnosis Based on Bi-directional LSTM

Li, X., Li, J., Zhao, C., Qu, Y. & He, D., Oct 2019, 2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019. Guo, W., Li, S. & Miao, Q. (eds.). Institute of Electrical and Electronics Engineers Inc., 8942949. (2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feasibility Study of Online Monitoring Using the Fiber Bragg Grating Sensor for Geared System

Shi, S., Qu, Y., Wang, J., Hong, L., Dhupia, J. S. & Zhou, Z., Oct 2019, 2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019. Guo, W., Li, S. & Miao, Q. (eds.). Institute of Electrical and Electronics Engineers Inc., 8943060. (2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gear pitting fault diagnosis using disentangled features from unsupervised deep learning

Qu, Y., Zhang, Y., He, M., He, D., Jiao, C. & Zhou, Z., Oct 1 2019, In : Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. 233, 5, p. 719-730 12 p.

Research output: Contribution to journalArticle

Gear pitting fault diagnosis using integrated CNN and GRU network with both vibration and acoustic emission signals

Li, X., Li, J., Qu, Y. & He, D., Feb 22 2019, In : Applied Sciences (Switzerland). 9, 4, 768.

Research output: Contribution to journalArticle

Open Access
6 Scopus citations

Looseness Detection Utilizing FBG Based Operational Modal Strain for a Bolted Cantilever Plate

Liu, M., Wan, L., Wang, Z., Hong, L. & Qu, Y., Oct 2019, 2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019. Guo, W., Li, S. & Miao, Q. (eds.). Institute of Electrical and Electronics Engineers Inc., 8943003. (2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

PSO Optimized ANN Diagnosis of Early Gear Pitting

Li, J., Qu, Y., Hong, L. & He, D., Jan 4 2019, Proceedings - 2018 Prognostics and System Health Management Conference, PHM-Chongqing 2018. Ding, P., Li, C., Yang, S., Ding, P. & Sanchez, R-V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1043-1048 6 p. 8603493. (Proceedings - 2018 Prognostics and System Health Management Conference, PHM-Chongqing 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

PSO优化深度神经网络诊断齿轮早期点蚀故障

Translated title of the contribution: Diagnosis of Gear Early Pitting Faults Using PSO Optimized Deep Neural NetworkLi, J. L., He, D. & Qu, Y. Z., Jul 1 2019, In : Dongbei Daxue Xuebao/Journal of Northeastern University. 40, 7, p. 974-979 6 p.

Research output: Contribution to journalArticle

The detection of the pipe crack utilizing the operational modal strain identified from fiber bragg grating

Wang, Z., Liu, M., Qu, Y., Wei, Q., Zhou, Z., Tan, Y., Hong, L. & Song, H., Jun 1 2019, In : Sensors (Switzerland). 19, 11, 2556.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Unsupervised Gear Fault Diagnosis Using Raw Vibration Signal Based on Deep Learning

Li, X., Liu, Z., Qu, Y. & He, D., Jan 4 2019, Proceedings - 2018 Prognostics and System Health Management Conference, PHM-Chongqing 2018. Ding, P., Li, C., Yang, S., Ding, P. & Sanchez, R-V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1025-1030 6 p. 8603490. (Proceedings - 2018 Prognostics and System Health Management Conference, PHM-Chongqing 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2018

An improved feature extraction method for rolling bearing fault diagnosis based on MEMD and PE

Zhang, H., Zhao, L., Liu, Q., Luo, J., Wei, Q., Zhou, Z. & Qu, Y., Aug 1 2018, In : Polish Maritime Research. 25, p. 98-106 9 p.

Research output: Contribution to journalArticle

Open Access

Dynamic Modeling and Fault Feature Analysis of Pitted Gear System

Qu, Y., Zhang, H., Hong, L., Tan, Y. & Zhou, Z., Aug 27 2018, 2018 IEEE International Conference on Prognostics and Health Management, ICPHM 2018. Institute of Electrical and Electronics Engineers Inc., 8448451. (2018 IEEE International Conference on Prognostics and Health Management, ICPHM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experimental study of dynamic strain for gear tooth using fiber Bragg gratings and piezoelectric strain sensors

Qu, Y., Hong, L., Jiang, X., He, M., He, D., Tan, Y. & Zhou, Z., Nov 1 2018, In : Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 232, 21, p. 3992-4003 12 p.

Research output: Contribution to journalArticle

5 Scopus citations

Gear pitting fault diagnosis using disentangled features from unsupervised deep learning

Qu, Y., Zhang, Y., He, M., He, D., Jiao, C. & Zhou, Z., Jul 10 2018, I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Gear pitting level diagnosis using vibration signals with an improved inception structure

Li, X., Li, X., Qu, Y. & He, D., Jan 1 2018, In : Vibroengineering Procedia. 20, p. 70-75 6 p.

Research output: Contribution to journalConference article

Open Access

On research of incipient gear pitting fault detection using optic fiber sensors

Qu, Y., Zhang, H., Hong, L., Zhao, C., Tan, Y. & Zhou, Z., Jul 10 2018, I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Vibration response of multi-span fluid-conveying pipe with multiple accessories under complex boundary conditions

Liu, M., Wang, Z., Zhou, Z., Qu, Y., Yu, Z., Wei, Q. & Lu, L., Nov 1 2018, In : European Journal of Mechanics, A/Solids. 72, p. 41-56 16 p.

Research output: Contribution to journalArticle

7 Scopus citations
2017

A novel synergistic diagnostic scheme for planetary gearboxes based on an analytical vibration model of planetary gear-sets

Hong, L., Qu, Y., Dhupia, J. S. & Tan, Y., Jan 16 2017, Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016. Miao, Q., Li, Z., Zuo, M. J., Xing, L. & Tian, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., 7819882. (Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

A novel vibration-based fault diagnostic algorithm for gearboxes under speed fluctuations without rotational speed measurement

Hong, L., Qu, Y., Dhupia, J. S., Sheng, S., Tan, Y. & Zhou, Z., Sep 15 2017, In : Mechanical Systems and Signal Processing. 94, p. 14-32 19 p.

Research output: Contribution to journalArticle

Open Access
17 Scopus citations

Collective geographical embedding for geolocating social network users

Wang, F., Lu, C. T., Qu, Y. & Yu, P. S., Jan 1 2017, Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Proceedings. Shim, K., Lee, J-G., Cao, L., Lin, X., Kim, J. & Moon, Y-S. (eds.). Springer- Verlag, p. 599-611 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10234 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Deep and Broad Learning on Content-Aware POI Recommendation

Wang, F., Qu, Y., Zheng, L., Lu, C. T. & Yu, P. S., Dec 9 2017, Proceedings - 2017 IEEE 3rd International Conference on Collaboration and Internet Computing, CIC 2017. Institute of Electrical and Electronics Engineers Inc., p. 369-378 10 p. (Proceedings - 2017 IEEE 3rd International Conference on Collaboration and Internet Computing, CIC 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

Detection of pitting in gears using a deep sparse autoencoder

Qu, Y., He, M., Deutsch, J. & He, D., May 16 2017, In : Applied Sciences (Switzerland). 7, 5, 515.

Research output: Contribution to journalArticle

Open Access
22 Scopus citations

Dynamic Modeling of Manufacturing Capability for Robotic Disassembly in Remanufacturing

Zheng, Z., Xu, W., Zhou, Z., Pham, D. T., Qu, Y. & Zhou, J., Jan 1 2017, In : Procedia Manufacturing. 10, p. 15-25 11 p.

Research output: Contribution to journalArticle

Open Access
10 Scopus citations
Open Access
3 Scopus citations

The behavior simulation of manufacturing services in a service-oriented networked manufacturing environment

Wang, J., Lou, P., Jiang, X., Wei, Q. & Qu, Y. Z., Jan 1 2017, Manufacturing Equipment and Systems. American Society of Mechanical Engineers, (ASME 2017 12th International Manufacturing Science and Engineering Conference, MSEC 2017 collocated with the JSME/ASME 2017 6th International Conference on Materials and Processing; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

A new acoustic emission signal processing and feature extraction approach for bearing fault diagnosis

He, M., He, D., Qu, Y. & Bechhoefer, E., Jan 1 2016, 72nd American Helicopter Society International Annual Forum 2016: Leveraging Emerging Technologies for Future Capabilities. American Helicopter Society, p. 1960-1966 7 p. (Annual Forum Proceedings - AHS International; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A New Signal Processing and Feature Extraction Approach for Bearing Fault Diagnosis using AE Sensors

He, M., He, D. & Qu, Y., Oct 1 2016, In : Journal of Failure Analysis and Prevention. 16, 5, p. 821-827 7 p.

Research output: Contribution to journalArticle

6 Scopus citations

A novel fault diagnostic technique for gearboxes under speed fluctuations without angular speed measurement

Hong, L., Qu, Y., Dhupia, J. S. & Tan, Y., Dec 16 2016, International Symposium on Flexible Automation, ISFA 2016. Institute of Electrical and Electronics Engineers Inc., p. 5-10 6 p. 7790127. (International Symposium on Flexible Automation, ISFA 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Vibration Based Diagnosis for Planetary Gearboxes Using an Analytical Model

Hong, L., Qu, Y., Tan, Y., Liu, M. & Zhou, Z., Jan 1 2016, In : Shock and Vibration. 2016, 2620518.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations
2014

A new acoustic emission sensor based bearing fault diagnostic technique

Van Hecke, B., Qu, Y. & He, D., Jan 1 2014.

Research output: Contribution to conferencePaper

1 Scopus citations

A new spectral average-based bearing fault diagnostic approach

Van Hecke, B., Qu, Y., He, D. & Bechhoefer, E., Jun 2014, In : Journal of Failure Analysis and Prevention. 14, 3, p. 354-362 9 p.

Research output: Contribution to journalReview article

8 Scopus citations

A study on comparing acoustic emission and vibration sensors for gearbox fault diagnostics

Qu, Y., Van Hecke, B., He, D., Yoon, J., Bechhoefer, E. & Zhu, J., Jan 1 2014.

Research output: Contribution to conferencePaper

1 Scopus citations

Bearing fault diagnosis based on a new acoustic emission sensor technique

Van Hecke, B., Qu, Y. & He, D., Apr 2 2014, In : Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. 229, 2, p. 105-118 14 p.

Research output: Contribution to journalArticle

23 Scopus citations

Bearing fault diagnosis using a spectral average based approach

Van Hecke, B., Bechhoefer, E., Qu, Y. & He, D., Jan 1 2014, 70th American Helicopter Society International Annual Forum 2014. American Helicopter Society, p. 1831-1839 9 p. (Annual Forum Proceedings - AHS International; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gearbox tooth cut fault diagnostics using acoustic emission and vibration sensors - A comparative

Qu, Y., He, D., Yoon, J., Van Hecke, B., Bechhoefer, E. & Zhu, J., Jan 14 2014, In : Sensors (Switzerland). 14, 1, p. 1372-1393 22 p.

Research output: Contribution to journalArticle

Open Access
57 Scopus citations
2013

Analog signal processing to improve acoustic emissions sensing

Bechhoefer, E., Qu, Y., Zhu, J. & He, D., Sep 25 2013.

Research output: Contribution to conferencePaper

1 Scopus citations

A new acoustic emission sensor based gear fault detection approach

Qu, Y., Bechhoefer, E., He, D. & Zhu, J., 2013, In : International Journal of Prognostics and Health Management. 4, SPECIAL ISSUE 2

Research output: Contribution to journalArticle

30 Scopus citations

Development of a new acoustic emission based fault diagnosis tool for gearbox

Qu, Y., Zhu, J., He, D., Qiu, B. & Bechhoefer, E., Dec 6 2013, PHM 2013 - 2013 IEEE International Conference on Prognostics and Health Management, Conference Proceedings. 6621418. (PHM 2013 - 2013 IEEE International Conference on Prognostics and Health Management, Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Gear fault detection using acoustic emission spectrum kurtosis

Qu, Y., Zhu, J., He, D. & Bechhoefer, E., Sep 25 2013.

Research output: Contribution to conferencePaper

Gear fault detection using time synchronous average based acoustic emission condition indicators

Qu, Y., Zhu, J., Bechhoefer, E. & He, D., Sep 9 2013, 69th American Helicopter Society International Annual Forum 2013. p. 983-993 11 p. (Annual Forum Proceedings - AHS International; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lubrication oil condition monitoring and remaining useful life prediction with particle filtering

Zhu, J., Yoon, J. M., He, D., Qu, Y. & Bechhoefer, E., 2013, In : International Journal of Prognostics and Health Management. 4, SPECIAL ISSUE 2

Research output: Contribution to journalArticle

34 Scopus citations

Signal processing techniques to improve an Acoustic Emissions sensor

Bechhoefer, E., Qu, Y., Zhu, J. & He, D., Jan 1 2013, PHM 2013 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2013. Sankararaman, S. & Roychoudhury, I. (eds.). Prognostics and Health Management Society, p. 581-588 8 p. (PHM 2013 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations