基本信息
梁炜  女  博导  中国科学院沈阳自动化研究所
电子邮件: weiliang@sia.cn
通信地址: 沈阳市东陵区文萃路69-2号
邮政编码: 110016

招生信息

   
招生专业
081102-检测技术与自动化装置
081104-模式识别与智能系统
招生方向
工业无线网络技术
无线传感器网络技术

教育背景

1999-09--2002-07   中国科学院沈阳自动化研究所   工学博士学位
1996-09--1999-07   中国科学院沈阳自动化研究所   工学硕士学位

工作经历

   
工作简历
2011-01~现在, 中国科学院沈阳自动化研究所, 研究员
2005-01~2010-12,中国科学院沈阳自动化研究所, 副研究员
2003-12~2004-12,中国科学院沈阳自动化研究所, 助理研究员
社会兼职
2011-07-01-今,ISA, 会员
2011-06-01-今,IEEE, 会员
2011-06-01-今,IEEE communication society, 会员
2011-01-01-今,中国计算机学会传感器网络专委会, 委员
2011-01-01-今,中国仪器仪表学会数字城市测控技术分会, 理事
2010-10-01-今,IEC TC65 WG16, Member

教授课程

智能传感器网络系统

专利与奖励

   
奖励信息
(1) IEC 1906, 特等奖, 其他, 2015
(2) 中国标准创新贡献奖, 一等奖, 部委级, 2013
(3) 辽宁省技术发明奖, 一等奖, 省级, 2013
(4) 所冠名奖, 特等奖, 其他, 2009
专利成果
[1] 梁炜, 张嘉麟, 王楚晴, 郑萌, 张思超, 王恺, 刘帅. 一种面向多个线型拓扑工业无线网络共存的资源分配方法. CN: [[[CN111698721A]]], [[["2020-09-22"]]].

[2] 张吟龙, 苑明哲, 梁炜, 赵文涛, 肖金超. 基于HMM模型的RV减速器声发射故障检测方法、系统和介质. CN: CN112903290A, 2021-06-04.

[3] 梁炜, 李杨, 郑萌, 谈金东, 彭士伟. 一种基于曲率特征递归神经网络的三维目标识别方法. CN: CN108154066B, 2021-04-27.

[4] 梁炜, 裴超, 李世明, 杨雨沱, 刘帅, 王恺, 韩晓佳, 肖杨. 智能电网中基于PMU部署的错误数据注入攻击防御方法. CN: CN111726323B, 2021-04-06.

[5] 梁炜, 马超凡, 郑萌, 彭士伟, 于海斌, 赵有健. 一种时延受限无线传感器网络中的中继节点部署方法. CN: CN108184239B, 2021-03-26.

[6] 梁炜, 安海博, 张吟龙, 谈金东, 杨雨沱, 刘帅. 一种基于图形化变换的RV减速器性能状态监测方法. CN: CN110398363B, 2021-03-16.

[7] 梁炜, 石华光, 郑萌, 于海斌, 彭士伟, 赵有健. 工业无线传感器网络中混合数据流可靠传输的调度方法. CN: CN108093486B, 2021-01-26.

[8] 彭士伟, 梁炜, 李世明, 夏晔, 杨雨沱, 刘帅. 一种内置天线中圈散热无线通信装置. CN: CN110099549B, 2020-12-29.

[9] 梁炜, 夏小芳, 郑萌, 肖扬. 基于窃电嫌疑程度的智能电网邻域网络恶意用户检测方法. CN: CN108123920B, 2020-12-29.

[10] 郑萌, 王楚晴, 梁炜, 苑旭东, 夏晔, 张思超. 一种基于机会转发的认知无线传感器网络路由方法. CN: CN111836331A, 2020-10-27.

[11] 梁炜, 裴超, 彭士伟, 夏晔, 张思超, 王恺, 韩晓佳, 肖杨. 一种基于状态估计偏差的错误数据注入攻击鲁棒检测方法. CN: CN111723366A, 2020-09-29.

[12] 梁炜, 石华光, 郑萌, 刘帅, 杨雨沱, 王恺. 一种基于局部可用信道集的工业无线网络传输调度方法. CN: CN111654912A, 2020-09-11.

[13] 梁炜, 彭士伟, 于海斌, 李世明, 夏晔, 杨健. 一种焊接质量在线监控和工时统计的无线检测装置和方法. CN: CN107813070B, 2020-07-31.

[14] 王恺, 梁炜, 张思超, 张晓玲, 孙浩. 面向过程自动化工业无线网络的超帧测试方法. CN: CN106921530B, 2020-05-19.

[15] 梁炜, 石华光, 郑萌, 刘帅, 杨雨沱, 张思超, 王恺. 一种针对多信道多天线工业无线网络的实时传输调度方法. CN: CN110876203A, 2020-03-10.

[16] 夏晔, 梁炜, 彭士伟, 李世明, 苑旭东. 一种模拟AGV通信方式的装置及方法. CN: CN110768801A, 2020-02-07.

[17] 梁炜, 安海博, 张吟龙, 谈金东, 彭士伟, 夏晔. 一种机器人RV减速器故障诊断和定位方法. CN: CN110398362A, 2019-11-01.

[18] 郑萌, 陈思, 梁炜, 张思超, 王恺. 一种考虑组网稳定性的认知无线传感器网络分簇方法. CN: CN110392410A, 2019-10-29.

[19] 张晓玲, 梁炜, 于海斌. 基于协调忙音智能保护的异构无线网络合作共存方法. CN: CN106304134B, 2019-09-13.

[20] 彭士伟, 梁炜, 李世明, 苑旭东, 夏晔. 应用于AGV的低成本节能型无线远程自动开关机装置和方法. CN: CN110119118A, 2019-08-13.

[21] 梁炜, 张嘉麟, 郑萌, 彭士伟, 苑旭东. 一种基于优先级的双信道介质访问控制方法. CN: CN109936875A, 2019-06-25.

[22] 梁炜, 夏小芳, 郑萌, 肖杨, 夏晔, 李世明. 面向智能电网邻域网恶意用户定位的自适应二分查找算法. CN: CN109932585A, 2019-06-25.

[23] 梁炜, 夏小芳, 郑萌, 肖杨, 王恺, 张思超. 面向智能电网恶意用户定位的多元编码快速检测方法. CN: CN109932584A, 2019-06-25.

[24] 彭士伟, 梁炜, 张晓玲, 于海斌, 李世明, 夏晔. 一种物位计自动标定装置. CN: CN106289458B, 2019-04-30.

[25] 梁炜, 余思翰, 张晓玲, 杨雨沱, 刘帅. 基于递归回溯的高并发无线多媒体传感网公平调度方法. CN: CN106162915B, 2019-04-09.

[26] 于海斌, 梁炜, 许驰, 郑萌, 张晓玲. 多跳认知无线网络的空时联合接入方法. CN: CN104980931B, 2019-03-05.

[27] 梁炜, 张吟龙, 谈金东, 张晓玲, 李杨. 基于单目视觉的IMU漂移补偿方法. CN: CN106709222B, 2019-02-01.

[28] 梁炜, 廖柯, 杨健, 潘福成, 王恺, 张思超, 苑旭东. 适用于光电传感器无线MESH网络的可靠多径路由算法. 中国: CN108632940A, 2018.10.09.

[29] 彭士伟, 梁炜, 李世明, 苑旭东, 夏晔. 应用于AGV的低成本节能型无线远程自动开关机装置. 中国: CN207742557U, 2018.08.17.

[30] 梁炜, 孙浩, 郑萌, 彭士伟, 于海斌, 赵有健. 面向工业射频环境的无线电层析成像定位方法. 中国: CN108156656A, 2018.06.12.

[31] 梁炜, 于海斌, 张晓玲, 马超凡. 面向链式无线传感器网络的混合介质访问控制方法. 中国: CN104812030B, 2018.06.08.

[32] 郑萌, 都满毅, 梁炜, 于海斌, 杨雨沱, 刘帅. 基于广播前导侦听的认知传感器网络介质访问控制方法. 中国: CN108696921A, 2018-10-23.

[33] 彭士伟, 梁炜, 张晓玲, 于海斌, 夏晔. 一种点阵式物料检测和取料指示装置及方法. 中国: CN105717876B, 2018-06-19.

[34] 梁炜, 杨博, 郑萌, 彭士伟, 于海斌, 赵有健. 一种基于循环仲裁集合的定向天线信道汇合方法. 中国: CN108124263A, 2018-06-05.

[35] 梁炜, 张吟龙, 郑萌, 谈金东, 于海斌, 彭士伟, 赵有健. 单目视觉和IMU融合的自适应室内定位方法. 中国: CN108090921A, 2018-05-29.

[36] 梁炜, 于海斌, 许驰, 郑萌, 彭士伟. 一种认知无线传感网的能量收集与功率控制方法. 中国: CN107820317A, 2018-03-20.

[37] 梁炜, 郑萌, 许驰, 张晓玲. 一种面向认知无线网络的频域协作频谱感知方法. 中国: CN105634624B, 2017-12-15.

[38] 彭士伟, 梁炜, 张晓玲, 于海斌, 李世明, 夏晔, 赵有健, 徐石明. 电气设备绕线长度无线检测装置及检测方法. 中国: CN107388926A, 2017-11-24.

[39] 刘昶, 李冬, 严学军, 虞国良, 刘斌, 郭敏, 梁炜. 一种并行批加工设备优化调度方法. 中国: CN105320105B, 2017-09-29.

[40] 梁炜, 张吟龙, 谈金东, 张晓玲, 李杨. 基于惯性引导采样的视觉IMU方向估计方法. 中国: CN106709223A, 2017-05-24.

[41] 郑萌, 许驰, 张晓玲, 梁炜, 于海斌. 基于前导侦听的认知传感网介质访问控制方法. 中国: CN106612536A, 2017-05-03.

[42] 梁炜, 谈金东, 李杨, 张晓玲. 一种基于区域相关性的图像分割方法. 中国: CN106340022A, 2017-01-18.

[43] 梁炜, 夏小芳, 郑萌, 张晓玲. 基于二进制编码的邻域智能电网恶意电表快速检测方法. 中国: CN106291435A, 2017-01-04.

[44] 梁炜, 夏小芳, 郑萌, 张晓玲. 基于二叉检测树的智能电网邻居区域恶意电表检测方法. 中国: CN106291436A, 2017-01-04.

[45] 梁炜, 于海斌, 杨博, 张晓玲. 一种基于置换群的多天线认知无线网络信道汇合方法. 中国: CN105722092A, 2016-06-29.

[46] 梁炜, 于海斌, 马超凡, 张晓玲. 面向双层结构无线传感器网络的中继节点鲁棒覆盖方法. 中国: CN105704732A, 2016-06-22.

[47] 梁炜, 彭士伟, 张晓玲, 于海斌, 李世明. 一种轻型的高速无线传感器节点. 中国: CN105657864A, 2016-06-08.

[48] 张晓玲, 梁炜, 杨莉. 一种面向紧急数据的异步多信道工业无线网络调度方法. 中国: CN105592562A, 2016-05-18.

[49] 梁炜, 张思超, 王恺, 孙亮, 张晓玲. 基于设备生命周期Petri网的WIA-PA协议测试集生成方法. 中国: CN105591827A, 2016-05-18.

[50] 夏晔, 梁炜, 李世明, 张晓玲, 彭士伟. 一种IMU数据的实时USB存储装置与方法. 中国: CN105242574A, 2016-01-13.

[51] 梁炜, 孙亮, 张思超, 王恺, 张晓玲. 基于设备和场景模拟的协议一致性测试系统与方法. 中国: CN105024873A, 2015-11-04.

[52] 梁炜, 张晓玲, 马超凡, 于海斌. 面向链式无线传感器网络的分簇路由系统及方法. 中国: CN104853396A, 2015-08-19.

[53] 姜迈, 梁炜, 张晓玲, 于海斌, 杨雨沱. 滑动式瓷砖表面平整度检测装置及其方法. 中国: CN104776817A, 2015-07-15.

[54] 于海斌, 郑萌, 许驰, 张晓玲, 梁炜. 基于马尔科夫决策的自适应跳频方法. 中国: CN104779973A, 2015-07-15.

[55] 彭士伟, 梁炜, 张晓玲, 于海斌, 李世明. 一种基于CPLD的编码译码控制单元及其编码译码方法. 中国: CN104749985A, 2015-07-01.

[56] 梁炜, 彭士伟, 张晓玲, 于海斌, 夏晔. 低成本高检率的灌装生产线倒瓶/漏盖检测装置及方法. 中国: CN104743172A, 2015-07-01.

[57] 梁炜, 杨雨沱, 张晓玲, 刘帅, 于海斌. 一种星型网络下基于接收者的低开销时间同步方法. 中国: CN104753622A, 2015-07-01.

[58] 梁炜, 刘帅, 张晓玲, 杨雨沱, 于海斌. 一种基于多接入点的TDMA接入装置及其接入方法. 中国: CN103686756A, 2014.03.26.

[59] 梁炜, 杨雨沱, 林俊如, 于海斌, 张晓玲, 杨中兴. 一种基于冗余AP的工业无线网络漫游方法. 中国: CN103686801A, 2014-03-26.

[60] 梁炜, 杨雨沱, 于海斌, 张晓玲, 刘帅, 李世明. 一种基于信道模型的工厂自动化无线网络ARQ重传方法. 中国: CN103684711A, 2014-03-26.

[61] 梁炜, 杨雨沱, 张晓玲, 于海斌, 李世明, 杨中兴. 基于预测补偿的工业无线网络高精度时间同步方法. 中国: CN103457685A, 2013.12.18.

[62] 梁炜, 于海斌, 林俊如, 张晓玲, 曾鹏, 杨中兴, 李世明. 一种基于OFDM技术的工业无线网络频域轮询方法. 中国: CN103457893A, 2013.12.18.

[63] 梁炜, 杨雨沱, 张晓玲, 于海斌. 基于TDMA的工厂自动化无线网络时间同步方法. 中国: CN103178918A, 2013-06-26.

[64] 梁炜, 林俊如, 张晓玲, 于海斌, 杨雨沱. 一种面向工厂自动化TDMA无线网络的包聚合方法. 中国: CN103179613A, 2013-06-26.

[65] 梁炜, 于海斌, 张晓玲, 杨淼, 徐伟杰, 王军, 曾鹏. 面向分簇无线传感器网络的两级自适应跳频方法. 中国: CN102122973A, 2011-07-13.

[66] 梁炜, 张晓玲, 于海斌, 曾鹏, 徐伟杰, 杨淼, 郑萌. 基于IEEE 802.15.4的网状及星型混合拓扑无线传感器网络构建方法. 中国: CN102065575A, 2011-05-18.

[67] 梁炜, 于海斌, 曾鹏, 张晓玲, 尚志军, 杨淼, 徐伟杰, 杨志家. 面向混合拓扑结构无线传感器网络的两级包聚合方法. 中国: CN101998503A, 2011-03-30.

[68] 梁炜, 李强, 张晓玲, 陈剑霞, 于海斌, 曾鹏, 杨淼, 徐伟杰. 基于搜索和均衡思想的工业无线网络通信资源分配方法. 中国: CN101895931A, 2010-11-24.

[69] 梁炜, 曾鹏, 于海斌, 张晓玲, 杨志家, 徐皑冬. 一种基于IEEE802.15.4的工业无线通信方法. 中国: CN101754423A, 2010-06-23.

[70] 梁炜, 于海斌, 曾鹏, 张晓玲, 臧传治, 徐皑冬, 杨志家. 一种面向工业无线网络的混合介质访问控制方法. 中国: CN101754436A, 2010-06-23.

出版信息

   
发表论文
[1] Shi, Huaguang, Zheng, Meng, Liang, Wei, Zhang, Jialin, Wang, Ke, Liu, Shuai. Transmission Scheduling With Order Constraints in WIA-FA-Based AGV Systems. IEEE INTERNET OF THINGS JOURNAL[J]. 2021, 8(1): 381-392, https://www.webofscience.com/wos/woscc/full-record/WOS:000602718000027.
[2] Liang, Wei, Ma, Chaofan, Zheng, Meng, Luo, Longxiang. Relay Node Placement in Wireless Sensor Networks: From Theory to Practice. IEEE TRANSACTIONS ON MOBILE COMPUTING[J]. 2021, 20(4): 1602-1613, https://www.webofscience.com/wos/woscc/full-record/WOS:000626524300025.
[3] Luo, Longxiang, Xiao, Yang, Liang, Wei. The Maximum Number of Cells With Modulated Binary Sensors. IEEE SENSORS JOURNAL[J]. 2021, 21(9): 11061-11074, https://www.webofscience.com/wos/woscc/full-record/WOS:000638432800081.
[4] Pei, Chao, Xiao, Yang, Liang, Wei, Han, Xiaojia. A Deviation-Based Detection Method Against False Data Injection Attacks in Smart Grid. IEEE ACCESS[J]. 2021, 9: 15499-15509, https://doaj.org/article/9e83dcedce9e42209090420b2501e51e.
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[84] Yang Bo, Zheng Meng, Liang Wei, IEEE. Padded-Dyck-Path-Based Rendezvous Algorithms for Heterogeneous Cognitive Radio Networks. 24TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS ICCCN 2015null. 2015, [85] 许驰, 郑萌, 梁炜, 于海斌. 空时机会模型下多跳认知无线网络的中断性能. 中国科学. 信息科学[J]. 2015, 45(11): 1490-1502, [86] Zheng Meng, Lin Junru, Liang Wei, Yu Haibin. A Priority-aware Frequency Domain Polling MAC Protocol for OFDMA-based Networks in Cyber-physical Systems. Acta Automatica Sinica[J]. 2015, 2(4): 412-421, [87] Li, Jinna, Yu, Haibin, Liang, Wei, Zeng, Peng, Yuan, Mingzhe, IEEE. A survey of packet disordering existing in networked control systems. 2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER)null. 2015, 1797-1801, [88] Xia Xiaofang, Liang Wei, Xiao Yang, Zheng Meng. BCGI: A fast approach to detect malicious meters in neighborhood area smart grid. 2015 IEEE International Conference on Communication Workshop, ICCW 2015null. 2015, 7228-7233, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000371708107076&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.
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[125] 梁炜. Reliable transmission scheduling for multi-channel wireless sensor network with low-cost channel estimation. IET Communications. 2013, [126] 梁炜. PCA/HMM Based Arm Gesture Recognition Using Inertial Measurement Unit.. 8th international conference on body area networks. 2013, [127] 封岸松, 王宏, 魏立峰, 梁炜. 基于WSN的毒气模拟系统在消防训练中的应用. 自动化与仪表. 2012, 27(9): 24-28, http://lib.cqvip.com/Qikan/Article/Detail?id=43350631.
[128] Zhang Xiaoling, Liang Wei, Yu Haibin, Feng Xisheng, IEEE. Adaptive and Reliable Transmission Scheduling with Low-Cost Estimation of Channel States. PROCEEDING OF THE IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATIONnull. 2012, 474-481, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000318899300085.
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[132] 张晓玲, 梁炜, 于海斌, 封锡盛. 无线传感器网络传输调度方法综述. 通信学报. 2012, 33(5): 143-157, http://lib.cqvip.com/Qikan/Article/Detail?id=41881882.
[133] 杨中兴, 梁炜. WIA-PA标准测试平台的设计和实现. 仪器仪表标准化与计量[J]. 2012, 20-22, http://ir.sia.ac.cn/handle/173321/10066.
[134] 杨中兴, 梁炜. 第三十四讲 WIA-PA标准测试平台的设计和实现. 仪器仪表标准化与计量. 2012, 20-22, http://lib.cqvip.com/Qikan/Article/Detail?id=43730041.
[135] 张晓玲, 梁炜, 于海斌. 基于无线传感器网络汇聚传输的两阶段实时调度算法. 控制与决策. 2012, 27(5): 761-767, http://lib.cqvip.com/Qikan/Article/Detail?id=41756870.
[136] Gao, Jingcheng, Xiao, Yang, Liu, Jing, Liang, Wei, Chen, C L Philip. A survey of communication/networking in Smart Grids. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE[J]. 2012, 28(2): 391-404, http://dx.doi.org/10.1016/j.future.2011.04.014.
[137] Zhang, Xiaoling, Liang, Wei, Yu, Haibin, Feng, Xisheng. Optimal Convergecast Scheduling Limits for Clustered Industrial Wireless Sensor Networks. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS[J]. 2012, 8: http://www.irgrid.ac.cn/handle/1471x/933056.
[138] Zheng Meng, Yu Haibin, Liang Wei, Zhang Xiaoling. Optimal replicator factor control in wireless sensor networks. Journal of Control Theory and Applications[J]. 2011, 9(1): 115-120, http://lib.cqvip.com/Qikan/Article/Detail?id=1001640224.
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[143] 徐伟杰, 梁炜, 凤超. WIA-PA网络关键技术的设计与实现. 计算机应用研究. 2011, 28(6): 2265-2270, http://lib.cqvip.com/Qikan/Article/Detail?id=38093930.
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发表著作
(1) 智能无线传感器网络 系统, Intelligent Wireless Sensor Networks, 科学出版社, 2006-01, 第 3 作者
(2) 智能无线传感器网络系统第二版, Intelligent wireless sensor network system, 科学出版社, 2013-04, 第 2 作者

科研活动

   
科研项目
( 1 ) 高可靠工业无线网络的多尺度自适应信道切换理论和方法研究, 主持, 国家级, 2012-01--2015-12
( 2 ) 基于视觉惯性测量单元的人体动作捕捉理论及应用研究, 主持, 国家级, 2012-01--2015-12
( 3 ) 面向高并发物理信息接入的多态协议研究与实现, 主持, 部委级, 2015-03--2016-12
( 4 ) 基于IP智能电网信息接入与传输理论和技术, 主持, 国家级, 2012-10--2017-12
( 5 ) 面向智能电网高可信电表的问责机制研究, 主持, 国家级, 2013-03--2016-12
( 6 ) 智能电网创新团队, 主持, 部委级, 2012-01--2015-12
( 7 ) WIA-FA实验平台开发, 主持, 研究所(学校), 2015-01--2015-12
( 8 ) WIA-PA演示系统开发, 主持, 研究所(学校), 2015-01--2015-12
( 9 ) 新能源汽车动力电池系统智能制造数字化车间综合标准化与试验验证系统, 主持, 国家级, 2015-06--2017-06
( 10 ) 战略性新兴产业关键国际标准研究(一期), 主持, 国家级, 2016-08--2020-08
参与会议
(1)工业物联网发展现状及其应用前景分析   中国机床工具行业信息化技术应用研讨会   梁炜   2010-09-28
(2)Rules of Convergence   Next wireless convergence standard meeting   梁炜   2010-08-23

指导学生

已指导学生

杨淼  硕士研究生  081104-模式识别与智能系统  

徐伟杰  硕士研究生  081104-模式识别与智能系统  

李强  硕士研究生  081203-计算机应用技术  

凤超  硕士研究生  081104-模式识别与智能系统  

杨雨沱  硕士研究生  081101-控制理论与控制工程  

孙亮  硕士研究生  085210-控制工程  

马超凡  博士研究生  081102-检测技术与自动化装置  

杨博  博士研究生  081101-控制理论与控制工程  

李杨  博士研究生  081104-模式识别与智能系统  

林俊如  博士研究生  080202-机械电子工程  

余思翰  硕士研究生  085210-控制工程  

现指导学生

张吟龙  博士研究生  081101-控制理论与控制工程  

石华光  博士研究生  081102-检测技术与自动化装置  

张嘉麟  博士研究生  081101-控制理论与控制工程  

张思超  博士研究生  081102-检测技术与自动化装置  

安海博  博士研究生  081101-控制理论与控制工程  

王轲  硕士研究生  081102-检测技术与自动化装置