学院主页学院概况师资队伍人才培养学科建设科学研究党群工作学团工作招生就业精品课程数学建模对外交流English

Dr Shaomin Wu

2017-11-07 09:12:00   浏览:

Dr Shaomin Wu’s CV

 

Dr Shaomin Wu

Reader in Business-Applied Statistics

Kent Business School

University of Kent

Canterbury, Kent CT2 7FS

Email: s.m.wu@kent.ac.uk

Tel: 0044 1227 827 940

 

 

1.    Profile

 

Dr Shaomin Wu earned his PhD degree from Southeast University, China, in 1995. He is a reader in Business-Applied Statistics at University of Kent.

Dr Wu is an associate editor of SCI-indexed journals IIE Transactions and IMA Journal of Management Mathematics, and serves as a member on the editorial board of Reliability Engineering and System Safety. He was the managing guest editor of a special issue in journalReliability Engineering and System Safety and wasa co-chair of three reputed international conferences, the 7th, 8th, 9th International Conference on Modelling in Industrial Maintenance and Reliability (MIMAR), in 2011, 2014, and 2016, respectively, a member of the programme committees of 20 international conferences. Dr Wu has obtained an h-index=20 in scopus.com and an h-index=25 in google scholar. He has reviewed proposals for the following funding bodies from four countries.

 

2.    Published Work

 

Authored Books

Clements-Croome, D, Wu, S. & John, G. (2006) High-quality building services. The University of Reading. ISBN: 0704998866, 9780704998865 (40% contribution)

 

Chapters in Books

[1].  Wu, S., (2011) Preventive maintenance models: a review, in Replacement Models with Minimal Repair (Eds: Tadj, L., Ouali, M.S., Yacout, S., Ait-Kadi, D), ISBN-10: 0857292145. Springer:  London

[2].  Flach, P.A., Todorovski, L., Torgo L., Blockeel, H., Wettschereck, D., Wu, S., Gartner, T., Grobelnik, M., Kavsek, B., Kejkula, M., Krzywania, D., Mladenic, D., Lavrac, N., Ljubic, P., Moyle, S., Raeymaekers, S., Rauch, J., Rawles, S., Ribeiro, R., Sclep, G., Struyf, J. (2003) On the road to knowledge: mining 21 years of UK traffic accident reports. Chapter in Data Mining and Decision Support: Aspects of Integration and Collaboration. ISBN 1-4020-7388-7, pp. 143–155. 5% contribution

[3].  Wu, S., Huang, R. & Wan, D. (1995) The stability and chaos of some non-linear time series models, in Dynamic Signal Analysis and its Applications to Engineering: 1994, 166-170 (in Chinese). 98% contribution.

 

Refereed Journal Articles

[1].  Liu, B., Wu, S., Xie, M. &Kuo, W. (2017) A condition-based maintenance policy for degrading systems with age- and state-dependent operating cost.European Journal of Operational Research, 263 (3), pp. 879-887.

[2].  Wu, S. & Scarf, P., (2017) Two new stochastic models of the failure process of a series system. European Journal of Operational Research, 257(3).  pp. 763-772.

[3].  Wu, S., Coolen, F. P., & Liu, B. (2017). Optimization of maintenance policy under parameter uncertainty using portfolio theory. IISE Transactions, 49(7), 711-721.

[4].  Ahmadi, R., &Wu, S. (2017). A novel data-driven approach to optimizing replacement policy. Reliability Engineering & System Safety, 167, 506-516.

[5].  Dui, H., Si, S., Wu, S., & Yam, R. C. (2017). An importance measure for multistate systems with external factors. Reliability Engineering & System Safety, 167, 49-57.

[6].  Wu, S. (2017). Doubly geometric processes and applications. Journal of the Operational Research Society, 1-13. DOI: /10.1057/s41274-017-0217-4

[7].  Wu, S., & Wang, G. (2017). The semi-geometric process and some properties. IMA Journal of Management Mathematics. DOI: /10.1093/imaman/dpx002

[8].  Wu, X., &Wu, S. (2017). An elitist quantum-inspired evolutionary algorithm for the flexible job-shop scheduling problem. Journal of Intelligent Manufacturing, 28(6), 1441-1457.

[9].  Dui, H., Chen, L., &Wu, S. (2017). Generalized integrated importance measure for system performance evaluation: application to a propeller plane system. EKSPLOATACJA I NIEZAWODNOSC, 19(2), 279--286.

[10].          Luo, M. &Wu, S. (2016) An overview of approaches to insurance data analysis and suggestions for warranty data analysis. Recent Patents on Engineering, 10(3).  pp. 138-145.  

[11].          Wu, S. & Chen, Y. & Wu, Q. & Wang, Z. (2016)   Linking component importance to optimisation of preventive maintenance policy. Reliability Engineering and System Safety, 146.  pp. 26-32

[12].          Wu, Q. &Wu, S. (2016)   Optimization of replacement policy for a one-component system subject to Poisson shocks. International Journal of Systems Science, 3(2).  pp. 114-127.

[13].          Wu, S. & Scarf, P.  (2015)   Decline and repair, and covariate effects. European Journal of Operational Research, 244(1).  pp. 219-226.

[14].          Wu, X. &Wu, S.  (2015)   An elitist quantum-inspired evolutionary algorithm for the flexible job-shop scheduling problem. Journal of Intelligent Manufacturing, pp. 1-17. doi:10.1007/s10845-015-1060-6

[15].          Wu, S.  (2014)   Warranty return policies for products with unknown claim causes and their optimisation. International Journal of Production Economics,156.  pp. 52-61.

[16].          Chen, Y. & Zhang, G. &Jin, T. &Wu, S.& Peng, B.  (2014)   Quantitative modelling of electricity consumption using computational intelligence aided design. Journal of Cleaner Production, 69.  pp. 143-152.

[17].   Asgaryan, M. & Simms, N. &Wu, S.  (2014)   Prediction of the Remaining Service Life of Superheater and Reheater Tubes in Coal-Biomass Fired Power Plants. Advanced Materials Research, 856.  pp. 343-348. 

[18].   Wu, S.  (2014)   Construction of asymmetric copulas and its application in two-dimensional reliability modelling. European Journal of Operational Research, 238(2). pp. 476-485.

[19].   Wang, W. &Wu, S.  (2014)   An Inspection Model Subject to Small Stoppages and Hard Failures. Quality Technology and Quantitative Management, 11(3).  pp. 255-264.

[20].   Tang, Y. &Wu, S. & Miao, X. & Pollard, S.J.T. &Hrudey, S. E.  (2013)   Resilience to evolving drinking water contamination risks: a human error prevention perspective. Journal of Cleaner Production, 57.  pp. 228-237.

[21].   Wu, S.  (2013)   A Review on Coarse Warranty Data and Analysis. Reliability Engineering and System Safety, 114. pp. 1-11.

[22].   Wu, G. &Kechavarzi, C. & Li, X. &Wu, S. and Pollard, S.J. T. and Sui, H. and Coulon, F.  (2013)   Machine learning models for predicting PAHs bioavailability in compost amended soils.     Chemical Engineering Journal, 223. pp. 747-754.

[23].   Chen, Y. & Miao, Q. & Zheng, B. &Wu, S. and Pecht, M.  (2013)   Quantitative Analysis of Lithium-Ion Battery Capacity Prediction via Adaptive Bathtub-Shaped Function. Energies, 6(6).  pp. 3082-3096.

[24].   Akbarov, A. &Wu, S.  (2013). Warranty Claims Data Analysis Considering Sales Delay.     Quality and Reliability Engineering International, 29 (1).  pp. 113-123.

[25].   Wu, S. &Coolen, F. (2013), A cost-based importance measure for system components: an extension of the Birnbaum importance, European Journal of Operational Research, 289, pp 189--195.

[26].   Wu, S. (2012) Warranty data analysis: a review, Quality and Reliability Engineering International 28:795-805.

[27].   Wu, S. &Akbarov, A. (2012), Forecasting warranty claims for recently launched products, Reliability Engineering and System Safety, 106, pp 160-164.

[28].   Akbarov, A &Wu, S. (2012), Forecasting warranty claims considering dynamic over-dispersion, International Journal of Production Economics,139, pp 615-622.

[29].   Chen, Y., Wang, X.Y., Sha, Z.J. &Wu, S. (2012), Uncertainty Analysis for Multi-State Weighted Behaviours of Rural Area with Carbon Dioxide Emission Estimation, Applied Soft Computing, 12(8), pp 2631–2637

[30].   Akbarov, A. &Wu, S. (2012), Warranty claim forecasting based on weighted maximum likelihood estimation, Quality and Reliability Engineering International. 28, pp 663-669.

[31].   Wu, S. (2012), Assessing maintenance contracts when preventive maintenance is outsourced, Reliability Engineering and System Safety, 98(1), pp. 66-72.

[32].   Wu, S.&Akbarov, A. (2011), Support vector regression for warranty claim forecasting, European Journal of Operational Research, 213(1), pp. 196-204.

[33].    Wu, S.&Longhurst, P. (2011), Optimising age-replacement and extended non-renewing warranty policies in lifecycle costing, International Journal of Production Economics, 130(2), pp. 262-267.

[34].    Wu, Q. &Wu, S. (2011), Reliability analysis of two-unit cold standby repairable systems under Poisson shocks, Applied Mathematics and Computation, 218(1), pp. 171-182.

[35].    Wu, S. (2011), Warranty claim analysis considering human factors, Reliability Engineering and System Safety, 96(1), pp. 131-138.

[36].    Wu, S. (2011), Optimal inspection policy for three-state systems monitored by variable sample size control charts, International Journal of Advanced Manufacturing Technology, 55(5-8), pp. 689-697.

[37].    Wu, S. & Wang, W. (2011), Optimal inspection policy for three-state systems monitored by control charts, Applied Mathematics and Computation, 217(23), pp. 9810-9819.

[38].    Wu, S.&Zuo, M. J. (2010), Linear and nonlinear preventive maintenance models, IEEE Transactions on Reliability, 59(1), pp. 242-249.

[39].    Wu, S., Neale, K., Williamson, M. & Hornby, M. (2010), Reviews and case studies: Research opportunities in maintenance of office building services systems, Journal of Quality in Maintenance Engineering, 16(1), pp. 23-33.

[40].    Wu, S.&Noy, P. (2010), A conceptual design of a wireless sensor actuator system for optimizing energy and well-being in buildings, Intelligent Buildings International, 2(1), pp. 41-56. 

[41].    Wu, S., Hrudey, S., French, S., Bedford, T., Soane, E. & Pollard, S. (2009), A role for human reliability analysis (HRA) in preventing drinking water incidents and securing safe drinking water, Water Research, 43(13), pp. 3227-3238.

[42].    Chan, L. Y. &Wu, S. (2009), Optimal design for inspection and maintenance policy based on the CCC chart, Computers and Industrial Engineering, 57(3), pp. 667-676.

[43].    Jia, J. &Wu, S. (2009), Optimizing replacement policy for a cold-standby system with waiting repair times, Applied Mathematics and Computation, 214(1), pp. 133-141.

[44].    Jia, J. &Wu, S. (2009), A replacement policy for a repairable system with its repairman having multiple vacations, Computers and Industrial Engineering, 57(1), pp. 156-160.

[45].    Zhang, Y.L. &Wu, S. (2009), Reliability analysis for a k / n (F) system with repairable repair-equipment, Applied Mathematical Modelling, 33(7), pp. 3052-3067.

[46].    Wu, S. &Xie, M. (2008), Warranty cost analysis for non-repairable services products, International Journal of Systems Science, 39(3), pp. 279-288.

[47].    Wu, S. (2008), Comments on "Reliability-centered predictive maintenance scheduling for a continuously monitored system subject to degradation", Reliability Engineering and System Safety, 93(11), pp. 1772-1773.

[48].    Wu, S.& Li, H. (2007), Warranty cost analysis for products with a dormant state, European Journal of Operational Research, 182(3), pp. 1285-1293.

[49].    Wu, S.& Clements-Croome, D. (2007), Burn-in policies for products having dormant states, Reliability Engineering and System Safety, 92(3), pp. 278-285.

[50].    Wu, S.& Clements-Croome, D. (2007), Understanding the indoor environment through mining sensory data-A case study, Energy and Buildings, 39(11), pp. 1183-1191.

[51].    Wu, S.& Clements-Croome, D. (2007), Ratio of operating and maintenance costs to initial costs of building services systems, Cost Engineering (Morgantown, West Virginia), 49(12), pp. 30-33. 

[52].    Wu, S., Flach, P. &Ferri, C. (2007), An improved model selection heuristic for AUC. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4701 LNAI, pp. 478-489.

[53].    Wu, S.&Xie, M. (2007), Classifying weak, and strong components using ROC analysis with application to burn-in, IEEE Transactions on Reliability, 56(3), pp. 552-561.

[54].    Wu, S.& Clements-Croome, D. (2006), A novel repair model for imperfect maintenance, IMA Journal Management Mathematics, 17(3), pp. 235-243.

[55].    Wu, S., Clements-Croome, D., Fairey, V., Albany, B., Sidhu, J., Desmond, D. & Neale, K. (2006), Reliability in the whole life cycle of building systems, Engineering, Construction and Architectural Management, 13(2), pp. 136-153.

[56].    Wu, S. (2005), Joint importance of multistate systems, Computers and Industrial Engineering, 49(1), pp. 63-75.

[57].    Wu, S. & Clements-Croome, D. (2005), Optimal maintenance policies under different operational schedules, IEEE Transactions on Reliability, 54(2), pp. 338-346.

[58].    Wu, S. & Clements-Croome, D. (2005), Preventive maintenance models with random maintenance quality, Reliability Engineering and System Safety, 90(1), pp. 99-105.

[59].    Wu, S. & Chan, L.Y. (2003), Performance utility-analysis of multi-state systems, IEEE Transactions on Reliability, 52(1), pp. 14-21.

[60].    Wu, S., Wan, D. & Huang, R. (1995), Function process and reliability analysis of a two-dependent-unit system, Microelectronics Reliability, 35(4), pp. 743-747.

[61].    Wu, S. (1994), Reliability analysis of a repairable system without being repaired as good as new, Microelectronics Reliability, 34(2), pp. 357-360.

 

Papers in Chinese Journals

[62].Wu, S., Feng, J. & Chen, Y. (2002) A practical data mining system, Metallurgical Industry Automation, 26(1), pp. 6-11.

[63].Wu, S. & Feng, J. (2001) Data mining and its application to quality control, Metallurgical Industry Automation, 25(6), pp. 3-8.

[64].Wu, S., Feng, J. (2001) A Baosteel data miner system, Baosteel Technology, 83(1), pp. 10-20.

[65].Wu, S., (2000) Stability and limit cycle analysis of non-linear AR models, Control and Decision, 15(3), pp. 305-308.

[66].Wu, S.& Li, H. (2000) Application of statistical process control to quality management, Baosteel Technology, 82(1), pp. 52-55.

[67].Wu, S., Wan, D & Huang, R, (1995) Reliability analysis of a two-dependent-unit system cannot be repaired as passible as new, ActaAutomaticaSinica, 2(2), pp. 232-237

[68].Wu, S., Huang, R. & Wan, D., (1995) On identification of exponential auto-regressive with non-linear programming, Control and Decision. 10(1), pp. 60-64.

[69].Wu, S., Huang, R. & Wan, D., (1995) A detective identification of non-linear time series models, Journal of Southeast University. 25(2), pp. 1-5.

[70].Wu, S., Huang, R. & Wan, D., (1995) A method of identification of exponential auto-regressive models, Information and Control.  24 (Sup.), pp. 395-398.

[71].Wu, S.& Zhang, Y., (1995) Reliability Analysis of a two-unit series system with different repairmen, Mathematica Applicata. 8(1). pp. 123-125.

[72].Wu, S., Huang, R. & Wan, D., (1995) Identification of time series of gyroscope random drift, Journal of Applied Sciences. 13(4), pp. 452-456.

[73].Wu, S. & Zhang, Y. (1994) Reliability analysis of a parallel redundant system consisting of two different units, Journal of Southeast University. 24(5), pp. 71-78.

[74].Wu, S., Huang, R. & Wan, D., (1994) On identification of EXPAR models, Journal of Southeast University. 24(4), pp. 96-100.

 

Refereed Conference Contributions

[68]. Gitzel, R. and Turrin, S. and Maczey, S.andWu, S. and Schmitz, Björn  (2016)   A Data Quality Metrics Hierarchy for Reliability Data. In: the 9th IMA International Conference on Modelling in Industrial Maintenance and Reliability, 12-14 July 2016, London.

[69]. Wu, S. and Gitzel, R. and Turrin, S.  (2016)   On assumptions in optimisation of warranty policies.      In: The 9th IMA International Conference on Modelling in Industrial Maintenance and Reliability, 12-14 July 2016, London.

[70]. Wu, S., &Coolen, F. (2015). Coping with model uncertainty in optimisation of maintenance policy. European Safety and Reliability Conference, 2015, Zurich

[71]. Wu, S. (2011) Warranty claim analysis for nonrepairable items considering human factors, International Conference on Mathematical Methods in Reliability: Theory, Methods, Applications (MMR2011), Beijing, China. ISBN: 9787564039837, pp 121-126.

[72]. Rahimi,M., Rausand, M., Wu, S. (2011) Reliability prediction of offshore oil and gas equipment for use in an arctic environment, In International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (ICQR2MSE), Xi’An, China. ISBN: 978-1-4577-1229-6, pp 81-86. 

[73]. Bazrafshan, B., Nikghadam, S., Wu, S. (2011) Increasing availability of production systems in robust layouts via assignment of maintenance resources, In 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), ISSN: 2157-3611. pp 1519-1523. 

[74]. Wu, S., Peter Flach, & Cesar Ferri, (2007), An improved model selection heuristic for AUC. 18th European Conference on Machine Learning. Joost N. Kok, Jacek Koronacki, Ramon Lopez de Mantaras, Stan Matwin, DunjaMladenic, Andrzej Skowron, (eds.). Warsaw, Poland. ISBN 978-3-540-74975-2, pp. 478–489. 

[75]. Wu, S.& Wang, W. (2007) Minimising average long-run cost for systems monitored by the np control chart. In: 6th International Conference on Modelling in Industrial Maintenance and Reliability, Salford, UK. ISBN: 978-0-905091-19-1, pp 122-128.

[76]. Flach, P.A. &Wu, S., (2005) Repairing concavities in ROC curves, In: Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK. ISBN 0938075934, pp 702-707. 

[77]. Wu, S.& Clements-Croome, D., (2005) Burn-in policies for products having dormant states,  In the Fourth International Conference on Quality and Reliability, Beijing, China, ISBN 7-81045-742-X, pp. 567-574. 

[78]. Wu, S.& Clements-Croome, D., (2005) Critical reliability issues for building services systems, In the Fourth International Conference on Quality and Reliability, Beijing, China. ISBN 7-81045-742-X, pp. 559-566.

[79]. Wu, S., Loy, H.M., John, G. & Clement-Croome, D., (2004) A novel repair model for imperfect maintenance, In the 5th International Conference on Modelling Industrial Maintenance and Reliability, Salford, UK. ISBN 0905091-159 2004, pp 273-278. 

[80]. Flach, P.A. &Wu, S. (2003). Reparing concavities in ROC curves. In J.M. Rossiter and T.P. Martin, editors, Proc. 2003 UK workshop on Computational Intelligence (UKCI'03), University of Bristol, UK. pp. 38-44.

[81]. Feng, J. &Wu, S., (2000) Application of GANN to quality control, Proceedings of the International Conference Mathematical Modelling and Simulation of Metal Technologies, Ariel, Israel, 2000, pp 201-206.

[82]. Wu, S., Huang,R., Wan, D., (1995) Structure identification of non-linear time series models, Proceedings of the International Symposium on Intelligence, Knowledge & Integration for manufacturing, March 28, 1995, Southeast University, Nanjing, P.R.China.

[83]. Wu, S., Huang, R. & Wan, D. (1993) On the identification of exponential model with BFGS algorithms; Proceedings of International Conference on Modelling and Simulation and Control, AMSE 1993, Chengdu, China.  pp. 1102-1105.

[84]. Zhang, Y. &Wu, S., (1993) Reliability analysis of a series repairable system, Proceedings of the Fourth Symposium on Reliability Mathematics, Kweilin, China. pp. 464-469.

 

Editorials

[85].Wang, W. & Scarf, P. &Wu, S.& Zio, E.  (2015)   Guest editorial: Mathematical Applications to Reliability and Maintenance Problems in Engineering Systems. Mathematical Problems in Engineering, 2015. pp. 1-2. 

[86].Wang, W., Scarf, P. and Wu, S. (2012). Guest editorial: Special issue on selected papers from the 7th IMA International Conference on Modelling in Industrial Maintenance and Reliability. Quality and Reliability Engineering International/ 28:575-576. Available at: http://dx.doi.org/10.1002/qre.1463.

[87].Wu, S. &Phuc, D. (2017) Guest editorial: Maintenance Modelling. Reliability Engineering and System Safety. 2017. Vol. 168. pp 1-3.

[88].Wang, W. & Wu, S. Maintenance Modelling, IMA Journal of Management mathematics, 2018 (to appear)

 

Non-Refereed Conference Contributions

[89].Wu, S., Flach, P. (2002) Model selection for dynamic processes, IDDM-2002, August, Finland.

[90].Wu, S., Flach, P., Feature selection with labelled and unlabelled data, IDDM-2002, August, Finland.

[91].Gaertner, T., Wu, S., Flach, P. (2001) Data Mining on the Sisyphus dataset: Evaluation and Integration of Results, IDDM--2001, September, Germany.

 

 
山东财经大学 数学与数量经济学院版权所有 Copyright © 2014
山东省济南市舜耕路40号
邮编:250014 电话:0531-82617651