• 杨成祥
  • 发布人: 发布日期:[2019-08-22] 点击次数:[574]
  • 一、个人自然情况

    杨成祥,男,1973年生,博士,教授。1995年毕业于东北大学采矿工程专业获工学学士学位;1998年毕业于东北大学矿山岩体力学专业获工学硕士学位;2001年3月毕业于东北大学工程力学专业获工学博士学位;后留校从事教学科研工作,2010年晋升教授。2001年12—2002年2月应邀赴香港大学土木系进行合作研究;2005年8月—2006年7月赴澳大利亚柯廷理工大学进行访问交流和合作科研。教育部“新世纪优秀人才支持计划”(2009年度),辽宁省百千万人才计划(2009年度)人选。兼任国际岩石力学学会中国小组成员,辽宁省力学学会秘书长,“Rock Mechanics & Rock Engineering”编委。

    二、 主要研究方向

    一直从事岩石力学与工程智能分析方法、灾害环境下岩石工程安全性方面的理论与工程应用研究。在岩石力学模型智能识别,岩体力学参数智能反分析,岩石工程长期稳定性正反馈综合集成智能分析等方面进行了创新性研究,目前正开展深部开挖高应力环境下岩体力学行为及岩石工程稳定性研究。

    三、 承担的本科生及研究生课程

    主讲本科生专业课程《矿山岩体力学》、《计算岩石力学》和研究生专业课《神经网络及在岩石力学中的应用》。

    四、负责及参与的科研项目

    1)  “深部开采硬岩变形破裂机理及其安全性预测预警方法”,中央高校基本科研业务费专项基金-目标导向重点项目(批准号:N110501003 ),负责人,2013-2015

    2) “深部金属矿床开采过程智能实时监测及控制技术”,国家“十二五”科技支撑计划项目子课题(批准号:2013BAB02B01),课题骨干,2013-2016

    3) “错动带影响下特大型洞室群变形破坏机制与分析方法”,国家自然科学基金重点项目(批准号:11232014),课题负责人,2013-2016

    4) “深部开采不同卸荷条件下硬岩本构模型与智能分析”,中央高校基本科研业务费专项基金-优秀青年人才基金(批准号:N110501003),负责人,2012-2013

    5) “深部重大工程灾害的时空预测与动态调控理论”,“973”项目子课题(批准号:2010CB732006),学术骨干,专题负责人,2010-2014

    6) “深部开挖卸荷岩体流变力学特性与智能分析”,教育部新世纪优秀人才支持计划(批准号:NCET-10-0275),负责人,2010-2012

    7) 深部开挖不同卸荷速率下岩石流变力学特性与模型,中央高校基本科研业务费专项基金(批准号:N090401002),负责人,2010-2011

    8) 开采沉陷行为的智能辨识与时空预测,教育部留学归国基金(批准号:20071108-4),负责人,2007-2008

    9) 岩石流变模型智能辨识及岩石长期稳定性智能分析与预测,国家自然科学基金,(批准号:50504004),负责人,2006-2008

    10) 灾害环境下重大工程安全性的时空预测与分析评估系统研究,“973”项目子课题(批准号:2002CB412708),学术骨干,专题负责人, 2003- 2007

    五、工作成果

    (一)获奖荣誉

    1) “山东黄金归来庄矿业有限公司边帮矿及边坡下盲矿体安全高效开采技术”2012年获中国黄金协会科学技术奖二等奖

    2)  “岩石力学智能反馈分析方法及其工程应用”2010年获国家科技进步二等奖

    3) “非线性岩石力学系统行为的智能分析与预测研究”2002年获国家高校自然科学奖一等奖

    4) “岩体结构系统非线性演化特征的智能识别”, 2001年获辽宁省自然科学奖二等奖

    5) “东北大学青年岗位能手”,2011

    (二)发表论文

    1) Changyu Jin, Xiating Feng, Chengxiang Yang, et al. Application of D-CRDM Method in Columnar Jointed Basalts Failure Analysis, Journal of Applied Mathematics, 2013, DOI: 10.1155/2013/848324(SCI检索)

    2) Chengxiang Yang, Yi-Fei Zhu, Yong Hong Wu, Shuai Xu, Chang-Yu Jin, and Yuanhui Li. Optimized Back-analysis of Regional Tectonic Stress Based on Genetic Algorithms. Disaster Advances, 2012, 5(4): 1581-1587(SCI检索)

    1) Chengxiang Yang, Xiwei Zhang, Fengpeng Zhang, Changyu Jin, Jianpo Liu and Yifei Zhu. Estimation of Amplification Effect of Mining-Induced Blast Vibration on Surrounding Structures Using a Hybrid GA-SVM. Disaster Advances, 2012, 5(4): 1199-1205

    2) Cheng Xiang Yang, Yong Hong Wu, Tung Hon, Xia-Ting Feng. Application of extended Kalman filtering to back analysis of the natural stress state accounting for measuring uncertainties. International Journal for Numerical and Analytical Methods in Geomechanics.2011, 35(6): 694-712 (SCI检索)

    3) Cheng Xiang Yang, Yong Hong Wu, Xia-Ting Feng. Geotechnical parameter identification of a no-tension elastic-plastic model using extented Kalman filter. Materials Research Innovations. 2011, 15(s1): s613-s616. (SCI检索)

    4) Cheng Xiang Yang, Yong Hong Wu, Tung Hon. A no-tension elastic-plastic model and optimized back-analysis technique for modeling nonlinear mechanical behavior of rock mass in tunneling. Tunneling and Underground Space Technology. 2010, 25(3): 279-289. (SCI检索)

    5) Xia-Ting Feng, Bingrui Chen, Chengxiang Yang, Hui zhou, Xiuli Ding. Identification of visco-elastic constitutive models of rock materials using coupling genetic programming with particle swarm optimization algorithm. Int J. Rock Mech. And Min. Sci. 2006, 43(5): 789~801(SCI检索)

    6) C. X. Yang, L. G. Tham, X. T. Feng, Y. J. Wang, and P. K. K. Lee. Two-Stepped Evolutionary Algorithm and Its Application to Stability Analysis of Slopes. Journal of Computing in Civil Engineering. 2004. 18(2): 145~153. (SCI检索)

    7) Yang Chengxiang, Feng Xiating. Evolutionary Identification of Deformation Dynamics of Geotechnical Structures. Key Engineering Materials, 2004, 274-276: 949~954. (SCI检索)

    8) Feng Xiating, Yang Chengxiang. Coupling recognition of the structure and parameters of nonlinear constitutive material models using hybrid evolutionary algorithms. Int J. for Numerical Methods in Engineering. 2004; 59:1227~1250. (SCI检索)

    9) Feng Xia-Ting, Li Shaojun, Liao Hongjian, Yang Chengxiang. Identification of nonlinear rock-like material constitutive models using genetic algorithm. International Journal for Numerical and Analytical Methods in Geomechanics, 2002, 26(8): 815~830. (SCI检索)

    10) Feng Xiating, Yang Chengxiang. Genetic evolution of nonlinear material constitutive models. Computer Methods in Applied Mechanics and Engineering. 2001.190(45): 5957~5973(SCI检索)

    11) Dongfang Chen, Xiating Feng, Chengxiang Yang. Neural network estimation of rockburst damage severity based on engineering cases . Rock Characterisation, Modelling and Engineering Design Methods - Proceedings of the 3rd ISRM SINOROCK 2013 Symposium (EI检索)

    12) Chengxiang Yang, Xiating Feng. Intelligent rock mechanics: A review of the past 20 years. Rock Characterisation, Modelling and Engineering Design Methods - Proceedings of the 3rd ISRM SINOROCK 2013 Symposium(EI检索)

    13) Shaojun Li, Fanzhen Meng, Chenyang Yang, Prediction of landslide deep displacement using improved genetic algorithm based on time series analysis,2011 international conference on system science engineering desgin and manufacturing information, Guiyang, China, 2011,Vol.1,215-218 (EI检索)

    14) Cheng-Xiang Yang, Xia-Ting Feng, Bing-Rui Chen. Intelligent recognition of rock mechanics models. IRSM 2011, 788-789 (EI检索, Oral presentation)

    15) Cheng-Xiang Yang, Yi-Fei Zhu. Using genetic algorithms for time series prediction. ICNC2010, Yantai, China, 4405-4409, 2010(EI检索)

    16) Bing-Rui Chen, Xia-Ting Feng, Cheng-Xiang Yang. Modeling of Nonlinear Deformation Considering Temperature and Hydrostatic pressure Using Genetic-Neural Networks. 2009 WASE International Conference on Information Engineering, 10-11 July, 2009, Taiyuan, China(EI检索)

    17) Bing-Rui Chen, Xia-Ting Feng, Cheng-Xiang Yang. A Self-adapting Algorithm for Identifying Rheology Model and Its Parameters of Rock Mass, 2009 International Conference on Computational Intelligence and Natural Computing, 6-7, June, 2009, Wuhan, China(EI检索)

    18) YANG Chengxiang, FENG Xiating and CHEN Bingrui. Modeling creep behavior of soft rock using an evolutionary neural computing method. International Conference on Heterogeneous Material Mechanics (ICHMM2008), Huangshan, CHINA. 2008, 456-459. (EI检索)

    19) ZHU Yifei, YANG Chengxiang, CHEN Bingrui, FENG Xiating. Evolutionary identification of rheological behavior of claystone. International Conference on Heterogeneous Material Mechanics (ICHMM2008), Huangshan, CHINA. 2008, 1397(EI检索)

    20) Cheng-Xiang Yang and Yi-Fei Zhu. Time Series Analysis Using GA Optimized Neural Networks. In: the 3rd International Conference on Natural Computation Vol. 4, IEEE Computer Society, 2007, 270-274(EI检索)

    21) YANG Chengxiang, FENG Xiating. Prediction of mining-induced ground subsidence using support vector regression. In: Progress in Mining Science and Safety Technology Part A, Science Press, 2007, 242-247

    22) Cheng-Xiang Yang and Xia-Ting Feng. Prediction of Mining-induced Seismic Events Using an Evolutionary-neural Computing Approach. In: Progress in Intelligent Computation and Application, China University of Geosciences Press, 2007, 632-636

    23) Xia-Ting Feng, Bing-rui Chen, Chengxiang Yang,Hui Zhou. Intelligent analysis of rheological characteristic of rock materials. Multiphysics coupling and long term behaviour in rock mechanics, Liège, Belgium, 2006, 5, 275-280(EI检索)

    24) C. X. Yang, Y. H. Wu, T. Hon, D. M. Chen. Optimized back-analysis technique for determination of boundary stress conditions in deep tunneling. 4th Asian Rock Mechanics Symposium, Singapore, 2006, 148

    25) Yang Cheng-xiang, Feng Xia-ting, Chen Bin-rui. Prediction of Mining Induced Land Subsidence Using Support Vector Machines. SISOLS2005, 799~806, 2005

    26) Yang Chengxiang, Feng Xiating. Estimation of structural response to mining-induced blast vibration using support vector machines. Application of Computers and Operations Research in the Mineral Industry, Dessureault, Ganguli, Kecojevic & Dwyer (eds), A.A. Balkema Publishers, Taylor & Francis Group, London, , 2005, 587-594

    27) Yang Chengxiang, Feng Xiating. Assessment of blast vibration response of structures around the stope using evolutionary-neural approach. In: Progress in Safety Science and Technology V: Part A, ISSST’2004, Shanghai, 2004, 797~802(EI检索)

    28) Feng Xiating, Yang Chengxiang, Ma Pingbo. Discovering rock mechanical knowledge using auto-extracting methods. In: Frontiers of Rock Mechanics and Sustainable Development in the 21st Century, 459~462, 2001.

    29) Zhang Youliang, Feng Xiating, Yang Chengxiang, et al. Parallel computing methods in geotechnical engineering. In: Frontiers of Rock Mechanics and Sustainable Development in the 21st Century, 365~368, 2001

    30) Feng Xiating, Li Shaojun, Zhang Youliang, Yang Chengxiang. Visual parallel computing in intelligent rock and soil mechanics. In: Frontiers of Rock Mechanics and Sustainable Development in the 21st Century, 487~490, 2001

    31) 张希巍, 杨成祥,红透山铜矿深部片麻岩力学行为试验研究. 岩石力学与工程学报, 2013年12月(EI检索)

    32) 崔强, 冯夏庭, 杨成祥, 化学腐蚀下岩土体力学特性变化的定量描述. 东北大学学报(自然科学版). 2008, 29(12):1778-1781(EI检索)

    33) 康志强, 周辉, 冯夏庭, 杨成祥. 地下隧洞岩体质量的可拓学理论评价. 地下空间与工程学报,2008, 4(2): 259-264

    34) 陈炳瑞, 冯夏庭, 黄书岭, 杨成祥, 张传庆. 基于快速拉格朗日分析-并行粒子群算法的黏弹塑性参数反演及其应用. 岩石力学与工程学报. 2007, 26(12): 2517-2525(EI检索)

    35) 康志强, 冯夏庭, 周辉, 杨成祥. 大型岩质边坡质量的可拓学理论评价. 东北大学学报(自然科学版). 2007, 28(12): 1770-1774(EI检索)

    36) 杨成祥, 冯夏庭, 陈炳瑞. 基于扩展卡尔曼滤波的岩石流变模型参数识别. 岩石力学与工程学报. 2007, 26(4): 754-761(EI检索)

    37) 朱一飞, 杨成祥(通讯作者), 陈晓梅. 遗传算法在建筑物沉降预测中的应用. 辽宁工程技术大学学报, 2007, 26(2): 225-227(EI检索)

    38) 陈炳瑞, 杨成祥, 冯夏庭. 自适应搜索空间混沌遗传混合算法及其参数敏感性分析. 东北大学学报, 2006, 27(6): 689~693(EI检索)

    39) 杨成祥, 冯夏庭. 支持向量回归在岩土工程中的应用. 东北大学学报. 2006, 27(5): 563~566(EI检索)

    40) 杨成祥, 冯夏庭. 滑坡非线性演化行为的自组织进化识别. 岩石力学与工程学报. 2005, 24(6): 911~914(EI检索)

    41) 朱一飞, 杨成祥(通讯作者), 陈晓梅, 刘斌. 建筑物动态变形行为的自组织进化识别与预测. 东北大学学报, 2005, 26(2): 171~174(EI检索)

    42) 杨成祥, 冯夏庭, 刘红亮, 王士民. 非线性位移时间序列分析模型的进化识别. 东北大学学报. 2004, 25(5): 494~497.

    43) 李邵军, 冯夏庭, 杨成祥, 黄河. 基于三维地理信息的滑坡监测及变形预测智能分析. 岩石力学与工程学报, 2004, 23(21): 3673~3678(EI检索)

    44) 陈炳瑞, 冯夏庭, 丁梧秀, 杨成祥. 化学腐蚀下岩石应力¬¬应变¬¬¬¬-进化神经网络本构模型. 东北大学学报, 2004, 25(7): 695~698(EI检索)

    45) 杨成祥, 冯夏庭. 非线性材料本构模型结构和参数的耦合进化识别. 东北大学学报, 2002, 23(4): 379~382(EI检索)

    46) 杨成祥, 冯夏庭, 王泳嘉. 材料本构模型的唯一性. 东北大学学报, 2000, 21(5): 566~568. (EI检索)

    (三)专利及其它

    (1) 一种卸载时主应力方向可变换的真三轴压力室,发明专利,东北大学,申请号201210225079.9,申请日期2012.06.29

    (2) 露天转地下矿山开采嵌入式人工境界矿柱的构建方法,发明专利,东北大学,申请号201210106771X,申请日期2012.04.12

    (3) 一种岩样轴向变形测量方法,发明专利,东北大学,申请号201310172397.8,申请日期2013.05.10

    (4) 含气页岩应力-渗流-温度耦合及驱替试验的装置及方法,发明专利,东北大学,申请号201310172572.3,申请日期2013.05.10

    (5) 一种测量土水特征曲线的双层压力板仪,发明专利,东北大学,申请号201310425541.4,申请日期2013.09.17

    (6) 一种应用于岩石三轴试验中的双剪切装置及试验方法,发明专利,东北大学,申请号201310425790.3,申请日期2013.09.17

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