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陆新江


基本信息
教授、博士生导师,教育部新世纪人才,获第一届上银优秀博士论文奖
机电学院A-327,luxj@csu.edu.cn
 
教育背景
2005-2010   博士   香港城市大学   制造工程与工程管理系
2002-2005   硕士   中南大学       机电工程学院
1998-2002   本科   中南大学       机电工程学院
 
工作经历
2010-至今      中南大学机电工程学院
2005.2-2005.7    香港城市大学深圳研究院
 
奖励
第一届上银优秀机械博士论文奖, 2011 (竞争对象为:大陆、台湾、香港、澳门两岸四地2009与2010年机械类博士毕业生
湖南省优秀硕士论文, 2007;
教育部新世纪人才, 2013 (NCET-13-0593).
 
研究方向
机器学习理论与应用
智能控制理论技术
机器人与智能装备理论与技术
可靠性与稳健性设计理论与应用

项目
国家自然科学基金(51675539), 2017-2020 (主持)
国家自然科学基金(51205420), 2013-2015 (主持)
教育部新世纪人才基金(NCET-13-0593), 2014-2016 (主持)
湖南省自然科学基金(14JJ3011), 2014-2016 (主持)
中南大学创新驱动计划(2016CX009),2016-2017(主持)
国家重点实验室开放课题(zzyjkt2013), 2013-2014(主持)
中南大学自由探索计划 (2011QNZT055),2011-2013 (主持)
国家973项目(2013CB035801),2013-2017(主要参加人员)
国家973项目(2011CB706802),2011-2015(主要参加人员)
 
专著
Li H.X.,  Lu X.J., System Design and Control Integration for Advanced Manufacturing, John Wiley & Sons, 2014
 
指导研究生情况
1. 邹玮,公派读博(德国亚琛工业大学),2016.
2. 指导周闯、刘畅、刘文博参加第四届“泰迪杯”全国数据挖掘挑战赛,获一等奖,2016.
 

代表性论文
 *   Lu X.J., Zou W., Huang M.H.,(2016) A Novel Spatiotemporal LS-SVM Method for Complex Distributed Parameter Systems with Applications to Curing Thermal Process, IEEE Transactions on Industrial Informatics, 12(3), pp.1156 - 1165, 2016.
* Lu X.J., Zhou C., Huang M.H., Lv W.B (2016). Regularized online sequential extreme learning machine with adaptive regulation factor for time-varying nonlinear system, Neurocomputing, 174pp.617-626, 2016.
* Lu X.J., Liu C., Huang M.H. (2015). Online Probabilistic Extreme Learning Machine for Distribution Modeling of Complex Batch Forging Processes, IEEE Transactions on Industrial Informatics, 11(6), pp.1277-1286, 2015.
 *  Lu X.J., Zou W., Huang M.H (2015). An adaptive modeling method for time varying distributed parameter processes with curing process applications, Nonlinear Dynamics, 82(1), pp. 865-876, 2015
* Lu X.J., Fan B., Huang, M.H. (2015). A Novel LS-SVM Modeling Method for a Hydraulic Press Forging Process with Multiple Localized Solutions, IEEE Transactions on Industrial Informatics, 11(3), pp.663-670, 2015.
*  Lu X.J. , Zou W., Huang M.H., Deng K. (2015). A process/shape-decomposition modeling method for deformation force estimation in complex forging processes, International Journal of Mechanical Sciences, 90, pp.190-199, 2015.
 *  Lu X.J. , Li H.X., Huang M.H.  (2014). Data-Driven Robust Design for a Curing Oven, IEEE Trans. on Components, Packaging and Manufacturing Technology, 4(8), pp. 1366-1373, 2014.
 *  Lu X.J. , Li H.X., Huang M.H.  (2014) . Stability and robust design using a sector nonlinearity approach for nonlinear manufacturing systems, Mechanism and Machine Theory, 82, pp. 115-127, 2014.
 *  Lu, X.J. & Huang, M.H. (2013). Nonlinear-Measurement-Based Integrated Robust Design and Control for Manufacturing System, IEEE Trans. on Industrial Electronics, 60(7), pp.2711-2720, 2013.
 *   Lu, X.J. & Huang, M.H. (2013). Multi-domain modeling based robust design for nonlinear manufacture system, International Journal of Mechanical Sciences, 75, pp.80-86, 2013.
 *  Lu, X.J. & Huang, M.H. (2012). System decomposition based multi-level control for hydraulic press machine. IEEE Trans. on Industrial Electronics,59(4), pp. 1080-1087, 2012.
 *  Lu, X.J. & Li, H.-X. (2012). Model based probabilistic robust design with data-based uncertainty compensation for model uncertainty. ASME Trans. on Journal of Mechanical Design, 134(2), pp. 021004, 2012.  
 *  Lu, X.J. & Li, H.-X. (2012). Model based probabilistic robust design for nonlinear system. Mechanism and Machine Theory, , 52, pp. 195-205, 2012.
 *  Lu, X.J. & Li, H.-X. (2011). Robust Design for Dynamic Performance under Model Uncertainty. ASME Trans. on Journal of Mechanical Design, 133(2), pp:021006.
 *  Lu, X.J. Li, H.-X.  (2010). PSO-based intelligent integration of design and control for a kind of curing process. Journal of process control, 20, 1116-1125
 *  Lu, X.J., Li, H.-X. (2010). Variable sensitivity based deterministic robust design for nonlinear system. ASME Trans. on Journal of Mechanical Design. 1326),pp: 064502.
 *  Lu, X.J. & Li, H.-X. (2009). Perturbation Theory based Robust Design for Model Uncertainty. ASME Trans. on Journal of Mechanical Design. 131(11), pp: 111006.
 *  Lu, X.J. & Li, H.-X. (2009). Stability based Robust Eigenvalue Design for Tolerance. ASME Trans. on Journal of Mechanical Design. 131(8), pp: 081007.