个人简历
教育经历Education Background2008.32015.10大连理工大学控制理论与控制工程博士2001.92004.3大连理工大学控制理论与控制工程硕士工作经历Work Experience2015.12至今大连理工大学副教授专利 一种油气田视频监控中运动目标的智能检测算法 基于电导池二阶系统模型的溶液电阻软测量方法 一种基于事件驱动的煤层气井站异常场景远程无线安全监测方法 基于电导池二阶系统模型的溶液电阻软测量方法 一种油气田视频监控中运动目标的智能检测算法 电导率一阶阻容系统参数的动态滤波估计方法 科研项目 燃气公司数据远传管理系统上位机系统升级, 2016/11/29-2016/12/31, 进行 无线节点传输模块抗干扰测试系统, 国家科技重大专项, 2013/01/01, 完成 二氧化碳供气远程数据监测和调压控制系统, 2014/06/01-2015/06/01, 进行 数据远传系统更换无线DDN业务, 2013/07/01-2014/07/01, 进行 能源系统动能改造, 2017/05/12-2017/06/30, 完成 建立动能计量远程监控管理系统, 2016/05/10-2016/10/31, 进行 小区式智能微电网技术, 大连市建设科技发展补助资金项目, 2015/12/21, 进行 设备管道检验检测, 2015/10/30-2016/12/29, 完成 辽渔集团动力公司热交换站自控系统, 2006/08/01-2008/08/01, 进行 油田热注蒸汽计算机监控系统, 2007/05/10-2008/12/31, 进行 燃气公司远程数据采集系统, 2007/09/01-2008/12/31, 进行 SAGD注气计量及计算机控制系统维护, 2008/03/01-2009/03/01, 进行 燃气数据远传装置, 2008/08/01-2009/05/31, 进行 远大大厦分户空调电能计量与管理系统, 2009/03/10-2010/12/31, 进行 锅炉主蒸汽温度优化控制研究, 2010/11/15-2012/11/15, 进行 基于物联网的城市集中供热管控系统开发, 2013/12/01-2014/04/01, 进行 基于动态数据和模糊认知图的复杂不确定系统建模、分析与控制, 国家自然科学基金, 2011/09/25, 完成 基于公理模糊集理论的模糊机器学习, 国家自然科学基金, 2008/09/25-2011/12/31, 完成 燃气计量数据远传装置制造及安装工程, 2018/10/01-2018/12/31, 完成 基于粒计算的多元时序数据语义建模、算法及应用研究, 国家自然科学基金, 2018/08/16, 进行 科研奖励 全国高等学校自制实验教学仪器设备二等奖
研究领域
计算智能知识发现与表示模糊智能系统低成本综合自动化系统""
近期论文
[1]Lai, Xiaochen,Wu, Xia,Zhang, Liyong,Lu, Wei,Zhong, Chongquan.Imputations of missing values using a tracking-removed autoencoder trained with incomplete data[J],NEUROCOMPUTING,2019,366:54-65 [2]卢伟,仲崇权,于海晨,李卓涵,林恺,赵亮,张立勇.计算机原理课程的混合式教学及学习效果评价探索[J],计算机教育,2019,8:137-141 [3]尹瑞,杨建华,卢伟.基于规律性变化背景的异常检测算法研究[J],控制工程,2019,26(8):1533-1538 [4]Lu, Wei,Zhou, Wei,Shan, Dan,Zhang, Liyong,Yang, Jianhua,Liu, Xiaodong.The linguistic modeling of interval-valued time series: A perspective of granular computing[J],INFORMATION SCIENCES,2019,478:476-498 [5]于天暝,杨建华,卢伟.Dynamic Background Subtraction Using Histograms Based on Fuzzy C-means Clustering and Fuzzy Nearness Degree[J],IEEE Access,2019,7:14671-14679 [6]Yan, Xiyue,Yang, Jianhua,Lu, Wei.Design of Remote GPRS-based Gas Data Monitoring System[A],2017 3RD INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION (ESMA2017), VOLS 1-4,2018,108(4) [7]山丹,卢伟,杨建华.THE DATA-DRIVEN FUZZY COGNITIVE MAP MODEL AND ITS APPLICATION TO PREDICTION OF TIME SERIES[J],International Journal of Innovative Computing, Information and Control,2018,14(5):1583-1602 [8]Yu, Tianming,Yang, Jianhua,Lu, Wei.Background Modeling with Extracted Dynamic Pixels for Pumping Unit Surveillance[J],MATHEMATICAL PROBLEMS IN ENGINEERING,2018 [9]Zhang, Liyong,Zhong, Wanxie,Zhong, Chongquan,Lu, Wei,Liu, Xiaodong,Pedrycz, Witold.Fuzzy C-Means clustering based on dual expression between cluster prototypes and reconstructed data[J],INTERNATIONAL JOURNAL OF APPROXIMATE REASONING,2017,90:389-410 [10]Li, Tianhao,Zhang, Liyong,Lu, Wei,Hou, Hui,Liu, Xiaodong,Pedrycz, Witold,Zhong, Chongquan.Interval kernel Fuzzy C-Means clustering of incomplete data[J],NEUROCOMPUTING,2017,237:316-331 [11]Ding, Sa,Yang, Jianhua,Lu, Wei,Duan, Zhipeng.Research on Central Heating System Control Strategy Based on Genetic Algorithm[A],International Conference on Advances in Materials, Machinery, Electronics (AMME),2017,1820 [12]苗玉,杨建华,卢伟.基于灰色支持向量机的煤层气单井采气参数预测[J],计算机应用,2016,36(z2):108-111,138 [13]Lu, Wei,Zhang, Liyong,Pedrycz, Witold,Yang, Jianhua,Liu, Xiaodong.The granular extension of Sugeno-type fuzzy models based on optimal allocation of information granularity and its application to forecasting of time series[J],APPLIED SOFT COMPUTING,2016,42:38-52 [14]Zhang, Liyong,Lu, Wei,Liu, Xiaodong,Pedrycz, Witold,Zhong, Chongquan.Fuzzy C-Means clustering of incomplete data based on probabilistic information granules of missing values[J],KNOWLEDGE-BASED SYSTEMS,2016,99:51-70 [15]Zhang, Liyong,Liu, Xiaodong,Lu, Wei,Liu, Xiaodong,Zhong, Chongquan,Pedrycz, Witold,Zhong, Chongquan,Wang, Lu.A Global Clustering Approach Using Hybrid Optimization for Incomplete Data Based on Interval Reconstruction of Missing Value[J],INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS,2016,31(4):297-313 [16]Zhang, Shanqiu,Yang, Jianhua,Lu, Wei.Target Detection Algorithm Based on Region Segmentation in Moving Background[A],International Conference on Computer Engineering, Information Science & Application Technology (ICCIA),2016,56:26-30 [17]卢伟,张立勇,杨建华,刘晓东.The granular extension of Sugeno-type fuzzy models based onoptimal allocation of information granularity and its application toforecasting of time series[J],Applied Soft Computing,2016,42(-):38-52 [18]Li, Hao,Yang, Jianhua,Lu, Wei.The Research on Image Binarization Based on Automated Line-heating[A],4th International Conference on Machinery, Materials and Computing Technology (ICMMCT),2016,60:1044-1049 [19]Miao, Yu,Yang, Jianhua,Lu, Wei.The Research on Fault Diagnosis for Gas Recovery of Single Coal Bed Methane well Based on Improved Particle Swarm Optimizing Support Vector Machine[A],3rd International Conference on Materials Engineering, Manufacturing Technology and Control (ICMEMTC),2016,67:516-521 [20]周笑阳,杨建华,卢伟.基于水树枝现象XLPE电缆在线监测系统的研究与设计[J],绝缘材料,2015,10:59-63 [21]杨大勇,杨建华,卢伟.基于动态阈值的核密度估计前景检测算法[J],计算机应用,2015,35(7):2033-2038 [22]Lu, Wei,Zhang, Liyong,Liu, Xiaodong,Yang, Jianhua,Pedrycz, Witold.A Human-Computer Cooperation Fuzzy c-Means Clustering with Interval-Valued Weights[J],INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS,2015,30(2):81-98 [23]Lu, Wei,Chen, Xueyan,Pedrycz, Witold,Liu, Xiaodong,Yang, Jianhua.Using interval information granules to improve forecasting in fuzzy time series[J],INTERNATIONAL JOURNAL OF APPROXIMATE REASONING,2015,57:1-18 [24]Yuan, Ning,Yang, Jianhua,Lu, Wei.The Design of Central Heating System Based on A New Kind of Heat Exchanger and The Study of Its Control Strategy[A],2nd International Conference on Electrical, Computer Engineering and Electronics (ICECEE),2015,24:1150-1155 [25]Meng, Ling-Shuang,Yang, Jian-Hua,Lu, Wei,Ding, Sa.The Algorithm Research on Coal-bed Methane Single-well Prediction and Fault Diagnosis based on Grey Theory and Time Series[A],International Conference on Mechanics and Control Engineering (MCE),2015,308-314 [26]Zhang, Liyong,Pedrycz, Witold,Lu, Wei,Liu, Xiaodong,Zhang, Li.An interval weighed fuzzy c-means clustering by genetically guided alternating optimization[J],EXPERT SYSTEMS WITH APPLICATIONS,2014,41(13):5960-5971 [27]Qiao, Xinyu,Li, Zhenying,Lu, Wei,Liu, Xiaodong.Data-based Fuzzy Rules Extraction Method for Classification[A],IEEE International Conference on Fuzzy Systems,2014,260-266 [28]Lu, Wei,Pedrycz, Witold,Liu, Xiaodong,Yang, Jianhua,Li, Peng.The modeling of time series based on fuzzy information granules[J],EXPERT SYSTEMS WITH APPLICATIONS,2014,41(8):3799-3808 [29]Lu, W.,Yang, J.,Liu, X..Numerical Prediction of Time Series Based on FCMs with Information Granules[J],INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL,2014,9(3):313-324 [30]Lu W.,Yang J.,Liu X..The hybrids algorithm based on Fuzzy Cognitive Map for fuzzy time series prediction[J],Journal of Information and Computational Science,2014,11(2):357-366 [31]卢伟,杨建华,刘晓东.The modeling and prediction of time series based on synergy of high order fuzzy cognitive maps and fuzzy C-means clustering[J],Knowledge-Based Systems,2014,70(1):242-255 [32]Lu W.,Zhang L.,Yang J.,Liu X..The linguistic forecasting of time series using improved fuzzy cognitive map[J],International Journal of Computational Intelligence and Applications,2013,12(3) [33]Su, Jin,Yang, Jian Hua,Lu, Wei,Wang, Yi,Lv, Ze Feng.Design of fault diagnosis system for coal-bed methane gathering process and research on the fault diagnosis for compressors[A],International Conference on Information Technology and Computer Application Engineering (ITCAE),2013,231-236 [34]Lu, Wei,Yang, Jianhua,Liu, Xiaodong.The Linguistic Forecasting of Time Series based on Fuzzy Cognitive Maps[A],Joint World Congress of the International-Fuzzy-Systems-Association (IFSA) / Annual Meeting of the North-American-Fuzzy-Information-Processing-Society (NAFIPS),2013,649-654 [35]Zhang H.,Lu W.,Yang J.,Sheng S.,Guo H..Multi-model Switching Predictive Functional Control of Boiler Main Stream Temperature[J],Information Technology Journal,2013,12(3):391-396 [36]杨建华,卢伟.Design of fault diagnosis system for coal-bed methane gathering process and reseach on the fault diagnosis for compressors[A],2013,231-236 [37]Yang J.,Kang M.,Lu W..Fault diagnoses expert system for gathering and transptation process of coalbed methane based on CLIPS[A],2012 2nd International Conference on Consumer Electronics, Communications and Networks, CECNet 2012,2012,3254-3257 [38]卢伟,杨建华,刘晓东.FCM Control Method Research and Application for the District Heating Network[J],Journal of Computational Information System,2012,23(8):9687-9697 [39]Lu W.,Yang J.,Liu X..The PID controller based on the artificial neural network and the differential evolution algorithm[J],Journal of Computers (Finland),2012,7(10 SPL.ISS.):2368-2375 [40]Lu W.,Yang J..The improved method of least squares support vector machine modeling and its application[A],2011 2nd International Conference on Mechanic Automation and Control Engineering, MACE 2011,2011,5395-5398 [41]卢伟,杨建华,袁雪尧.基于GPRS的嵌入式数据采集与远传系统[J],微计算机信息,2011,27(1):12-13,55 [42]卢伟,杨建华.Research in optimization method of technological parameters of CO2 refining system[A],2011 International Conference on Consumer Electronics, Communications and Networks,2011,2463-2466 [43]杨建华,卢伟.A Video Surveillance System Based on 3G NetWork[A],2011,1:322-325 [44]卢伟,杨建华.基于GPRS的嵌入式数据采集及远传系统[J],微型计算机信息,2011,27(1):12-15 [45]Lu W.,Yang J.,Li Y..Control method based on fuzzy cognitive map and its application on district heating network[A],2010 International Conference on Intelligent Control and Information Processing, ICICIP 2010,2010,PART 1:295-299 [46]张姁,吴明强,曹爱东,卢伟,樊海荣.雷达电路板自动测试诊断平台的研制[J],计算机测量与控制,2008,16(8):1136-1137,1168 [47]杨建华,刘文琦,卢伟.油田注汽锅炉干度测量方法研究[A],第26届中国控制会议,2007,381-383 [48]杨建华,刘文琦,卢伟.注汽锅炉蒸汽干度的模糊预测控制[A],第26届中国控制会议,2007,395-398 [49]Yang, Jianhua,Lu, Wei,Liu, Wenqi,Teng, Linlin.Application of ANN PID controller in district heating system[A],6th World Congress on Intelligent Control and Automation,2006,2:6714-+ [50]卢伟,杨建华,刘文琦.基于神经网络的PID控制器的应用研究[A],中国控制与决策学术年会论文集中国航空学会;中国兵工学会;中国自动化学会;中国运筹学会,2004,521-524
