Article

Huo, Zhiqiang, Zhang, Yu, Shu, Lei and Gallimore, Michael (2019) A New Bearing Fault Diagnosis Method based on Fine-to-Coarse Multiscale Permutation Entropy, Laplacian Score and SVM. IEEE ACCESS, 7 . pp. 17050-17066. ISSN 2169-3536

Zhang, Zeyu, Mehmood, Amjad, Shu, Lei, Huo, Zhiqiang, Zhang, Yu and Mukherjee, Mithun (2018) A survey on fault diagnosis in wireless sensor networks. IEEE Access . ISSN 2169-3536

Cruz-Manzo, Samuel, Panov, Vili and Zhang, Yu (2018) Gas Path Fault and Degradation Modelling in Twin-Shaft Gas Turbines. Machines, 6 . ISSN 2075-1702

Rossetti, Damiano, Squartini, Stefano, Collura, Stefano and Zhang, Yu (2018) Power plant condition monitoring by means of coal powder granulometry classification. Measurement, 123 . pp. 39-47. ISSN 0263-2241

Zhang, Yu, Gordon, Timothy, Martinez, Miguel and Bingham, Chris (2018) Steering measurement decomposition for vehicle lane keeping: a study of driver behaviour. Measurement, 121 . pp. 26-38. ISSN 0263-2241

Zhang, Yu (2018) A brief review of condition monitoring techniques for gas turbines. Power Engineer . pp. 15-21. ISSN 1367-191X

Huo, Zhiqiang, Zhang, Yu, Francq, Pierre, Shu, Lei and Huang, Jianfeng (2017) Incipient fault diagnosis of roller bearing using optimized wavelet transform based multi-speed vibration signatures. IEEE Access, 5 . pp. 19442-19456. ISSN 2169-3536

Zhang, Yu, Bingham, Chris, Garlick, Mike and Gallimore, Michael (2017) Applied fault detection and diagnosis for industrial gas turbine systems. International Journal of Automation and Computing, 14 (4). pp. 463-473. ISSN 1476-8186

Zhang, Yu, Bingham, Chris, Martinez-Garcia, Miguel and Cox, Darren (2017) Detection of emerging faults on industrial gas turbines using extended Gaussian mixture models. International Journal of Rotating Machinery . p. 5435794. ISSN 1542-3034

Martinez-Garcia, Miguel, Zhang, Yu and Gordon, Timothy (2016) Modelling lane keeping by a hybrid open-closed-loop pulse control scheme. IEEE Transactions on Industrial Informatics, 12 (6). pp. 2256-2265. ISSN 1551-3203

Zhang, Yu, Gallimore, Michael, Bingham, Chris, Chen, Jun and Xu, Yong (2016) Hybrid hierarchical clustering: piecewise aggregate approximation, with applications. International Journal of Computational Intelligence and Applications, 15 (4). ISSN 1469-0268

Huang, Jianfeng, Chen, Guohua, Shu, Lei, Chen, Yuanfang and Zhang, Yu (2016) Impact of fouling on flow-induced vibration characteristics in fluid-conveying pipelines. IEEE Access, 4 . pp. 6631-6644. ISSN 2169-3536

Maleki, Sepehr, Bingham, Chris and Zhang, Yu (2016) Development and realisation of changepoint analysis for the detection of emerging faults on industrial systems. IEEE Transactions on Industrial Informatics, 12 (3). pp. 1180-1187. ISSN 1551-3203

Huang, Jianfeng, Chen, Guohua, Shu, Lei, Wang, Shihua and Zhang, Yu (2016) An experimental study of clogging fault diagnosis in heat exchangers based on vibration signals. IEEE Access, 4 . pp. 1800-1809. ISSN 2169-3536

Maleki, Sepehr, Bingham, Chris and Zhang, Yu (2016) 2-D online changepoint detection algorithm for sensor-based fault detection. International Journal of Advances in Computer Science & Its Applications, 6 (1). pp. 109-114. ISSN 2250-3765

Zhang, Yu, Bingham, Chris and Maleki, Sepehr (2016) Measurement reconstruction in sensor networks for industrial systems. International Journal of Advances in Computer Science & Its Applications, 6 (1). pp. 105-108. ISSN 2250-376X

Maleki, Sepehr, Bingham, Chris and Zhang, Yu (2016) An online changepoint detection algorithm for highly correlated dat. International Journal of Advances in Computer Science & Its Applications, 6 (1). pp. 188-192. ISSN 2250-3765

Zhang, Qinghua, Zhao, Guangchang, Shu, Lei, Qin, Aisong and Zhang, Yu (2016) Research of dimensionless index for fault diagnosis positioning based on EMD. Journal of Computers, 27 (1). pp. 62-73. ISSN 1991-1599

Shukla, Pratik, Lawrence, Jonathan and Zhang, Yu (2015) Understanding laser beam brightness: a review and new prospective in material processing. Optics & Laser Technology, 75 . pp. 40-51. ISSN 0030-3992

Shu, Lei, Zhu, Xufeng, Huang, Xiwei, Zhou, Zhangbing, Zhang, Yu and Wang, Xiaolei (2015) A review of research on acoustic detection of heat exchanger tube. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, 15 (5). pp. 1-13. ISSN 2410-0218

Zhang, Yu, Liu, Hua and Bingham, Chris (2015) Integrated evaluation of soil fertility based on grey correlation analysis at regional scales. African Journal of Agricultural Research, 10 (12). pp. 1450-1456. ISSN 1991-637X

Zhang, Yu, Bingham, Chris, Yang, Zhijing, Ling, Wing-Kuen and Gallimore, Michael (2014) Machine fault detection by signal denoising—with application to industrial gas turbines. Measurement, 58 . pp. 230-240. ISSN 0263-2241

Zhang, Yu, Bingham, Chris and Gallimore, Michael (2013) Applied Sensor Fault Detection, Identification and Data Reconstruction. Advances in Military Technology, 8 (2). pp. 13-26. ISSN 1802-2308

Zhang, Yu, Bingham, Chris and Gallimore, Michael (2013) Fault detection and diagnosis based on extensions of PCA. Advances in Military Technology, 8 (2). pp. 27-41. ISSN 1802-2308

Book Section

Chen, Jun, Gallimore, Michael, Bingham, Chris, Mahfouf, Mahdi and Zhang, Yu (2014) Intelligent data compression, diagnostics and prognostics using an evolutionary-based clustering algorithm for industrial machines. In: Fault detection: classification, techniques and role in industrial systems. NOVA Science Publisher, New York, pp. 209-228. ISBN 9781628089998

Conference or Workshop contribution

Cruz-Manzo, Samuel, Krishnababu, Senthil, Panov, Vili and Zhang, Yu (2019) PERFORMANCE CALCULATION OF A MULTI-STAGE AXIAL COMPRESSOR THROUGH A SEMI-EMPIRICAL MODELLING FRAMEWORK. In: Proceedings of Global Power and Propulsion Society, 16th – 18th September, 2019, Beijing, China.

Huo, Zhiqiang, Zhang, Yu, Shu, Lei, Yunrong, Lv and Shuiquan, Lin (2018) Bearing Fault Diagnosis using Multi-sensor Fusion based on weighted D-S Evidence Theory. In: The 18th International Conference on Mechatronics – Mechatronika 2018, December 5 – 7, 2018, Brno, Czech Republic.

Cruz-Manzo, Samuel, Maleki, Sepehr, Panov, Vili, Agbonzikilo, Festus, Zhang, Yu and Latimer, Anthony (2018) Performance analysis of a twin-shaft gas turbine with fault in the variable stator guide vane system of the axial compressor. In: 9th International Gas Turbine Conference, 10-11 October 2018, Brussels, Belgium.

Zhang, Yu, Martinez-Garcia, Miguel and Gordon, Timothy (2018) Human Response Delay Estimation and Monitoring using Gamma Distribution Analysis. In: 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC2018), 7-10 Oct. 2018, Miyazaki, Japan.

Huo, Zhiqiang, Zhang, Yu and Shu, Lei (2018) Fine-to-coarse multiscale permutation entropy for rolling bearing fault diagnosis. In: IEEE Conference on International Wireless Communications & Mobile Computing Conference (IWCMC 2018), June, 25-29, 2018, Limassol, Cyprus.

Gbanaibolou, Jombo, Zhang, Yu, Griffiths, Jonathan David and Latimer, Tony (2018) Automated Gas Turbine Sensor Fault Diagnostics. In: ASME Turbo Expo 2018: Turbomachinery Technical Conference and Exposition, June 11–15, Oslo, Norway.

Zhang, Yu, Jombo, Gbanaibolou and Latimer, Anthony (2018) A Knowledge Transfer Platform for Fault Diagnosis of Industrial Gas Turbines. In: 22nd IEEE International Conference on Intelligent Engineering Systems, 21-23 June, 2018, Gran Canaria, Spain.

Zhang, Yu, Martinez, Miguel and Latimer, Anthony (2018) Selecting Optimal Features for Cross-fleet Analysis and Fault Diagnosis of Industrial Gas Turbines. In: ASME Turbo Expo 2018: Turbomachinery Technical Conference and Exposition, 11 - 15 June, 2018, Oslo, Norway.

Cruz-Manzo, Samuel, Maleki, Sepehr, Panov, Vili, Agbonzikilo, Festus and Zhang, Yu (2018) ANALYSIS OF PERFORMANCE OF A TWIN-SHAFT GAS TURBINE DURING HOT-END DAMAGE IN THE GAS GENERATOR TURBINE. In: Turbomachinery Technical Conference and Exposition, June 11-15, 2018, Oslo, Norway.

Gbanaibolou, Jombo, Zhang, Yu, Griffiths, Jonathan David and Latimer, Antony (2017) Towards an Automated System for Industrial Gas Turbine Acceptance Testing. In: 43rd Annual Conference of the IEEE Industrial Electronics Society (IECON 2017), 29 Oct - 01 Nov 2017, Beijing, China.

Zhang, Xuhui, Shu, Lei, Huo, Zhiqiang, Mukherjee, Mithun and Zhang, Yu (2017) A short review of constructing noise map using crowdsensing technology. In: 13th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing, December 11-13, 2017, Edinburgh, Great Britain.

Clifford, Tyler, Cruz-Manzo, Samuel, Zhang, Yu, Panov, Vili and Latimer, Anthony (2017) Development of a steady-state thermodynamic model in Microsoft Excel for performance analysis of industrial gas turbines. In: IECON 2017, October 29 - November 1, 2017, Beijing, China.

Huo, Zhiqiang, Zhang, Yu, Sath, Richard and Shu, Lei (2017) Self-adaptive fault diagnosis of roller bearings using infrared thermal images. In: 43rd Annual Conference of the IEEE Industrial Electronics Society (IECON 2017), 29 Oct - 01 Nov 2017, Beijing, China.

Huo, Zhiqiang, Zhang, Yu and Shu, Lei (2017) A comparative study of WPD and EMD for shaft fault diagnosis. In: 43rd Annual Conference of the IEEE Industrial Electronics Society (IECON 2017), 29 Oct - 01 Nov 2017, Beijing, China.

Zhang, Yu, Martinez-Garcia, Miguel and Latimer, Anthony (2017) Estimating gas turbine compressor discharge temperature using Bayesian neuro-fuzzy modelling. In: 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC2017), 5 - 8 October, 2017, Banff, Canada..

Huo, Zhiqiang, Zhang, Yu, Zhou, Zhangbing and Huang, Jianfeng (2017) Crack detection in rotating shafts using wavelet analysis, Shannon entropy and multi-class SVM. In: 3rd EAI International Conference on Industrial Networks and Intelligent Systems, 4 September 2017, Ho Chi Minh City, Vietnam.

Zhang, Yu, Martinez, Miguel, Garlick, Mike, Latimer, Anthony and Cruz-Manzo, Samuel (2017) Condition monitoring of combustion system on industrial gas turbines based on trend and noise analysis. In: ASME TURBO EXPO 2017: Turbomachinery Technical Conference & Exposition, 26-30 June, 2017, Charlotte, NC USA.

Cruz-Manzo, Samuel, Panov, Vili, Zhang, Yu, Latimer, Anthony and Agbonzikilo, Festus (2017) A thermodynamic transient model for performance analysis of a twin shaft Industrial Gas Turbine. In: Proceedings of ASME Turbo Expo 2017: Turbomachinery Technical Conference and Exposition, 26-30 June 2017, Charlotte, NC, USA.

Huo, Zhiqiang, Zhang, Yu and Shu, Lei (2017) A short survey on fault diagnosis of rotating machinery using entropy techniques. In: 3rd EAI International Conference on Industrial Networks and Intelligent Systems, 4 September 2017, Ho Chi Minh City, Vietnam.

Cruz-Manzo, Samuel, Maleki, Sepehr, Zhang, Yu, Panov, Vili and Latimer, Anthony (2017) Performance analysis of a twin shaft Industrial Gas Turbine at fouling conditions. In: 2017 IEEE International Conference on Prognostics and Health Management (ICPHM), 19-21 June 2017, Dallas, Texas.

Zhang, Zeyu, Shu, Lei, Mehmood, Amjad, Yan, Li and Zhang, Yu (2016) A short survey on fault diagnosis in wireless sensor networks. In: 9th EAI International Wireless Internet Conference, 19 - 20 December 2016, Haikou, People's Republic of China.

Rossetti, Damiano, Zhang, Yu, Squartini, Stefano and Collura, Stefano (2016) Classification of bearing faults through time-frequency analysis and image processing. In: 17th International Conference on Mechatronics – Mechatronika 2016, 7-9 December 2016, Prague, Czech Republic.

Rossetti, Damiano, Squartini, Stefano, Collura, Stefano and Zhang, Yu (2016) Exploiting heterogeneous data for the estimation of particles size distribution in industrial plants. In: 17th International Conference on Mechatronics – Mechatronika 2016, 7-9 December 2016, Prague, Czech Republic.

Grebenik, Jarek, Zhang, Yu, Bingham, Chris and Srivastava, Saket (2016) Roller element bearing acoustic fault detection using smartphone and consumer microphones. In: 17th International Conference on Mechatronics - Mechatronika (ME), 2016, 7 - 9 December 2016, Prague, Czech Republic.

Zhang, Yu, Cruz-Manzo, Samuel and Latimer, Anthony (2016) Start-up vibration analysis for novelty detection on industrial gas turbines. In: XI International Symposium on Industrial Electronics - INDEL 2016, 3-5 November 2016, Banja Luka, Bosnia and Herzegovina.

Maleki, Sepehr, Bingham, Chris and Zhang, Yu (2015) An online changepoint detection algorithm for highly correlated data. In: 3rd International Conference on Advances in Information Processing and Communication Technology - IPCT, 10 - 11 Dec 2015, Rome, Italy.

Maleki, Sepehr, Bingham, Chris and Zhang, Yu (2015) 2-D online changepoint detection algorithm for sensor-based fault detection. In: Third International Conference on Advances in Computing, Electronics and Communication, 10 - 11 October 2015, Zurich, Switzerland.

Zhang, Yu, Bingham, Chris and Maleki, Sepehr (2015) Measurement reconstruction in sensor networks for industrial systems. In: Third International Conference on Advances in Computing, Electronics and Communication, 10 - 11 October 2015, Zurich, Switzerland.

Zhang, Yu, Bingham, Chris, Gallimore, Michael and Cox, Darren (2015) Novelty detection based on extensions of GMMs for industrial gas turbines. In: IEEE international conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 12-14 June, 2015, Shenzhen, China.

Zhang, Yu, Bingham, Chris, Gallimore, Michael and Maleki, Sepehr (2015) Operational pattern analysis for predictive maintenance scheduling of industrial systems. In: IEEE international conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 12-14 June, 2015, Shenzhen, China.

Zhang, Yu, Chen, Jun and Bingham, Chris (2015) Variational Bayesian modified adaptive Mamdani Fuzzy Modelling for use in condition monitoring. In: IEEE international conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 12-14 June, 2015, Shenzhen, China.

Zhang, Yu and Gordon, Timothy (2014) Decomposition of steering angle measurements inspired by pulse control model for lane keeping. In: 16th International Conference on Mechatronics - Mechatronika (ME) 2014, 3-5 December 2014, Brno, Czech Republic.

Zhang, Yu, Chen, Jun and Gallimore, Michael (2014) Hybrid HC-PAA-G3K for novelty detection on industrial systems. In: International Conference on Advanced Technology & Sciences (ICAT'14), 12-15 August, 2014, Antalya, Turkey.

Zhang, Yu, Bingham, Chris and Gallimore, Michael (2014) Applied sensor fault detection and identification during steady-state and transient system operation. In: International Conference on Advanced Technology & Sciences (ICAT'14), 12-15 August, 2014, Antalya, Turkey.

Zhang, Yu, Chen, Jun, Bingham, Chris and Mahfouf, Mahdi (2014) A new adaptive Mamdani-type fuzzy modeling strategy for industrial gas turbines. In: 2014 IEEE International Conference on Fuzzy Systems, 6-11 July, 2014, Beijing, China.

Zhang, Yu, Bingham, Chris, Gallimore, Michael and Chen, Jun (2013) Steady-state and transient operation discrimination by Variational Bayesian Gaussian Mixture Models. In: IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2013), 22-25 September 2013, Southampton, UK.

Zhang, Yu, Bingham, Chris, Gallimore, Michael, Yang, Zhijing and Chen, Jun (2013) Machine fault detection during transient operation using measurement denoising. In: IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 15-17 July 2013, Milan, Italy.

Zhang, Yu, Bingham, Chris, Gallimore, Michael, Yang, Zhijing and Chen, Jun (2013) Sensor fault detection and diagnosis based on SOMNNs for steady-state and transient operation. In: IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 15-17 July 2013, Milan, Italy.

Gallimore, Michael, Riley, Mike, Bingham, Chris, Yang, Zhijing and Zhang, Yu (2013) Intelligent diagnostics and prognostics for industrial machines using an optimization approach. In: 4th International Conference on Integrity, Reliability & Failure, 23-27 June 2013, Funchal, Portugal.

Zhang, Yu, Bingham, Chris, Gallimore, Michael, Yang, Zhijing and Stewart, Paul (2013) Applied sensor fault detection, identification and data reconstruction based on PCA and SOMNN for industrial systems. In: 12th WSEAS International Conference on Applications of Electrical Engineering (AEE '13), January 30th - February 1st 2013, Cambridge, Mass..

Zhang, Yu, Sansour, Carlo and Bingham, Chris (2013) Single-walled carbon nanotube modelling based on Cosserat surface theory. In: 12th WSEAS International Conference on Applications of Electrical Engineering (AEE '13), January 30th - February 1st 2013, Cambridge, Mass..

Zhang, Yu, Bingham, Chris, Yang, Zhijing, Gallimore, Michael and Stewart, Paul (2012) Applied sensor fault detection and identification using hierarchical clustering and SOMNNs, with faulted-signal reconstruction. In: 15th International Symposium on Mechatronics - MECHATRONIKA 2012, 5-7 December 2012, Prague, Czech Republic.

Zhang, Yu, Bingham, Chris, Gallimore, Michael, Yang, Zhijing and Stewart, Jill (2012) Fault detection and diagnosis based on y-indices and Residual Errors. In: 15th International Symposium on Mechatronics, MECHATRONIKA 2012, 5-7 December 2012, Prague, Czech Republic.

Yang, Zhijing, Bingham, Chris, Ling, Wing-Kuen, Zhang, Yu, Gallimore, Michael and Stewart, Jill (2012) Unit operational pattern analysis and forecasting using EMD and SSA for industrial systems. In: 11th International Symposium, IDA 2012, October 25-27, 2012, Helsinki, Finland.

Chen, Jun, Mahfouf, Mahdi, Bingham, Chris, Zhang, Yu, Yang, Zhijing and Gallimore, Michael (2012) An evolutionary based clustering algorithm applied to Dada compression for industrial systems. In: 11th International Symposium, IDA 2012, October 25-27, 2012, Helsinki, Finland.

Zhang, Yu, Bingham, Chris, Gallimore, Michael, Yang, Zhijing and Chen, Jun (2012) Applied sensor fault detection and validation using transposed input data PCA and ANNs. In: IEEE Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), 13-15 September 2012, Hamburg, Germany.

Zhang, Yu, Bingham, Chris, Gallimore, Michael, Yang, Zhijing and Chen, Jun (2012) Sensor fault detection for industrial systems using a hierarchical clustering-based graphical user interface. In: IEEE Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), 13-15 September 2012, Hamburg, Germany.

Zhang, Yu, Bingham, Chris, Yang, Zhijing, Gallimore, Michael and Ling, Wing-Kuen (2012) Sensor fault detection for industrial gas turbine system by using principal component analysis based y-distance indexes. In: 8th IEEE, IET International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP), 18–20 July 2012, Poznan University of Technology, Poznan, Poland.

Thesis

Zhang, Yu (2011) Single-walled carbon nanotube modelling based on one- and two-dimensional Cosserat continua. PhD thesis, University of Nottingham.