基本信息

金曦,女,博士,研究员,中国科学院沈阳自动化研究所
电子邮件: jinxi@sia.cn
通信地址: 辽宁省沈阳市沈河区南塔街114号
邮政编码:


https://xijinnetwork.github.io/

https://people.ucas.edu.cn/~jinxi

研究领域

5G,工业网络,实时系统,嵌入式系统,信息物理系统,物联网

招生信息

计算机、自动化相关专业

教育背景

2009-09--2013-01   东北大学   博士
2006-09--2008-07   东北大学   硕士
2002-09--2006-07   东北大学   学士

工作经历

工作简历

  • 2021-03~现在, 中国科学院沈阳自动化研究所, 研究员
  • 2016-01~2021-03,中国科学院沈阳自动化研究所, 副研究员
  • 2013-01~2015-12,中国科学院沈阳自动化研究所, 助理研究员

人才项目
  • 辽宁省优青,2023-2025;

  • 中国科学院青年创新促进会优秀会员,2022-2024;

  • 中国科学院青年创新促进会会员,2017-2021;

获奖
  • 2022年,辽宁省科技进步一等奖(2/11)

主要项目
  • 国家自然科学基金--重点项目,工业信息物理系统智能物联与综合安全,2022-2026,主持。

  • 国家自然科学基金--面上项目,面向柔性化生产的自调整工业网络关键技术研究,2020-2023,主持。

  • 国家自然科学基金--青年基金,面向混合关键性需求的工业无线系统关键技术研究,2016-2018,主持。

  • 国家自然科学基金--联合项目,工业互联网边缘计算体系架构、协同优化与智能决策方法,2020-2023,参与。

学术服务

  • 期刊编辑:《信息与控制》兼职编辑,“Real-time systems and IIoT”客座编辑等;

  • 审稿人:30+期刊和会议审稿人。

学会成员
  • 中国计算机学会高级会员、中国计算机学会嵌入式系统专委会委员、中国计算机学会物联网专委会委员、中国计算机学会YOCSEF沈阳学术委员;

  • 中国自动化学会会员、中国自动化学会边缘计算专委会委员;

  • 中国人工智能学会会员。

专利

   
专利成果
[1] , , , , , . INDUSTRIAL 5G DYNAMIC MULTI-PRIORITY MULTI-ACCESS METHOD BASED ON DEEP REINFORCEMENT LEARNING. CN: US20220217792A1, 2022-07-07.
[2] 许驰, 于海斌, 金曦, 夏长清, 曾鹏. 一种5G和Modbus协议适配装置及方法. 202210423214.4, 2022-04-22.
[3] 夏长清, 金曦, 宋纯贺, 万广喜, 许驰, 曾鹏. 基于工业边缘计算系统的多维异构资源量化方法及装置. CN114064261A, 2022-02-18.
[4] 夏长清, 金曦, 宋纯贺, 万广喜, 许驰, 曾鹏. 基于工业边缘计算系统的多维异构资源量化方法及装置. CN: CN114064261A, 2022-02-18.
[5] 夏天豪, 夏长清, 金曦, 许驰, 曾鹏, 宋纯贺. 一种面向平台的高效信息物理生产系统. 202210423214.4, 2021-12-21.
[6] 于海斌, 刘晓宇, 许驰, 曾鹏, 金曦, 夏长清. DEEP REINFORCEMENT LEARNING-BASED INDUSTRIAL 5G DYNAMIC MULTI-PRIORITY MULTI-ACCESS METHOD. PCT/CN2020/139322, 2021-11-26.
[7] 于海斌, 刘晓宇, 许驰, 夏长清, 金曦, 曾鹏. 基于多智能体深度强化学习的工业无线网络资源分配方法. CN113543156A, 2021-11-22.
[8] 许驰, 刘晓宇, 于海斌, 夏长清, 金曦, 曾鹏. 一种支持5G和TSN互联的工业网络异构流量整形器. CN113347109A, 2021-09-03.
[9] 田宇, 金曦, 陈文谣, 关锁玲, 许驰, 夏长清, 曾鹏. 基于5G的网控动态协同优化方法与架构. CN: CN113219916A, 2021-08-06.
[10] 刘晓宇, 许驰, 曾鹏, 于海斌, 金曦, 夏长清. 基于深度强化学习的工业5G动态多优先级多接入方法. CN: CN111628855B, 2021-06-15.
[11] 许驰, 李琳, 曾鹏, 于海斌, 金曦, 夏长清, 刘晓宇. 一种基于机器学习的高效快速工业频谱认知方法. CN: CN111860602A, 2020-10-30.
[12] 于海斌, 刘晓宇, 许驰, 曾鹏, 金曦, 夏长清. 面向高并发多业务工业5G网络的动态资源分配方法. CN: CN111629380A, 2020-09-04.
[13] 夏长清, 曾鹏, 于海斌, 金曦, 王金涛, 徐美玲. 基于回路取电的工业无线网络调度方法及装置. CN: CN106793034A, 2017-05-31.
[14] 曾鹏, 王金涛, 王照伟, 夏长清, 金曦, 于海斌. 一种面向工业无线Mesh网络的拥塞控制方法及装置. CN: CN106789719A, 2017-05-31.
[15] 夏长清, 曾鹏, 于海斌, 金曦, 王金涛, 徐美玲. 基于混合关键任务的工业无线网络数据调度方法及装置. CN: CN106603431A, 2017-04-26.
[16] 金曦, 曾鹏, 于海斌, 夏长清, 王金涛, 徐美玲. 基于多个收发器的无线网络配置方法及装置. CN: CN106604351A, 2017-04-26.
[17] 曾鹏, 王金涛, 王照伟, 夏长清, 金曦, 于海斌. 一种无线Mesh网络的发布/订阅信息传输方法和装置. CN: CN106604257A, 2017-04-26.

出版信息

   
发表论文
[1] 王忠锋, 张楠, 夏长清, 尚志军, 田宇, 金曦, 许驰. 面向工业无线系统的实时聚合调度方法. 小型微型计算机系统. 2023, 44(1): 204-210, http://lib.cqvip.com/Qikan/Article/Detail?id=7108723638.
[2] Kong, Linghe, Tan, Jinlin, Huang, Junqin, Chen, Guihai, Wang, Shuaitian, Jin, Xi, Zeng, Peng, Khan, Muhammad, Das, Sajal K. Edge-computing-driven Internet of Things: A Survey. ACM COMPUTING SURVEYS[J]. 2023, 55(8): [3] 王准, 许驰, 王倚天, 徐文彪, 夏长清, 金曦. 工业5G的D2D多跳中继辅助传输方法及中断性能分析. 计算机应用研究[J]. 2022, 39(5): 1-5, http://bjvip.las.ac.cn/qk/93231X/202205/7107097741.html.
[4] Wei, Dong, Wang, Renjun, Xia, Changqing, Xia, Tianhao, Jin, Xi, Xu, Chi. Edge Computing Offloading Method Based on Deep Reinforcement Learning for Gas Pipeline Leak Detection. MATHEMATICS[J]. 2022, 10(24): [5] Yin, Yue, Kong, Xiao, Xia, Changqing, Xu, Chi, Jin, Xi. Low-Cost Emergent Dynamic Scheduling for Flexible Job Shops. MATHEMATICS[J]. 2022, 10(11): http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000808890700001.
[6] 夏长清, 刘玉奇, 夏天豪, 金曦, 许驰, 曾鹏. Control-Communication-Computing Co-design in Cyber-physical Production System. IEEE INTERNET OF THINGS JOURNAL[J]. 2022, [7] Xi Jin. Mixed-criticality Industrial Data Scheduling on 5G NR. IEEE Internet of Things Journal[J]. 2022, [8] Lin, Yuhan, Jin, Xi, Zhang, Tianyu, Han, Meiling, Guan, Nan, Deng, Qingxu. Queue assignment for fixed-priority real-time flows in time-sensitive networks: Hardness and algorithm. JOURNAL OF SYSTEMS ARCHITECTURE[J]. 2021, 116: http://dx.doi.org/10.1016/j.sysarc.2021.102141.
[9] Xu, Chi, Zeng, Peng, Yu, Haibin, Jin, Xi, Xia, Changqing. WIA-NR: Ultra-Reliable Low-Latency Communication for Industrial Wireless Control Networks over Unlicensed Bands. IEEE NETWORK[J]. 2021, 35(1): 258-265, https://www.webofscience.com/wos/woscc/full-record/WOS:000641159800038.
[10] Jin, Xi, Xia, Changqing, Guan, Nan, Zeng, Peng. Joint Algorithm of Message Fragmentation and No-Wait Scheduling for Time-Sensitive Networks. IEEE-CAA JOURNAL OF AUTOMATICA SINICA[J]. 2021, 8(2): 478-490, http://lib.cqvip.com/Qikan/Article/Detail?id=7104122219.
[11] 田宇, 陈文谣, 关锁玲, 许驰, 夏长清, 金曦. 面向资源均匀使用需求的工业5G实时调度方法. 小型微型计算机系统[J]. 2021, 1-8, [12] Xia, Changqing, Jin, Xi, Xu, Chi, Wang, Yan, Zeng, Peng. Real-time scheduling under heterogeneous routing for industrial Internet of Things. COMPUTERS & ELECTRICAL ENGINEERING[J]. 2020, 86: http://dx.doi.org/10.1016/j.compeleceng.2020.106740.
[13] Xu, Huiting, Jin, Xi, Kong, Fanxin, Deng, Qingxu. Two Level Colocation Demand Response with Renewable Energy. IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING[J]. 2020, 5(1): 147-159, http://dx.doi.org/10.1109/TSUSC.2019.2904867.
[14] Huang, Junqin, Kong, Linghe, Dai, HongNing, Ding, Weiping, Cheng, Long, Chen, Guihai, Jin, Xi, Zeng, Peng. Blockchain-Based Mobile Crowd Sensing in Industrial Systems. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS[J]. 2020, 16(10): 6553-6563, https://www.webofscience.com/wos/woscc/full-record/WOS:000545243500032.
[15] Li, Qing, Li, Dong, Jin, Xi, Wang, Qizhao, Zeng, Peng. A Simple and Efficient Time-Sensitive Networking Traffic Scheduling Method for Industrial Scenarios. ELECTRONICS[J]. 2020, 9(12): https://doaj.org/article/aadeecff69c04c96880e03825b6582b7.
[16] Jin, Xi, Xia, Changqing, Guan, Nan, Xu, Chi, Li, Dong, Yin, Yue, Zeng, Peng. Real-Time Scheduling of Massive Data in Time Sensitive Networks With a Limited Number of Schedule Entries. IEEE ACCESS[J]. 2020, 8: 6751-6767, https://doaj.org/article/6a19932e8f0d493e84fbb0b42c0723c6.
[17] 王文佳, 祁宁, 金曦. 互联网思维主导下电子商务发展融合趋势探析. 商业经济研究[J]. 2020, 83-86, http://lib.cqvip.com/Qikan/Article/Detail?id=7102874873.
[18] Xi Jin. Time-slotted software-defined industrial ethernet for real-time quality of service in industriay 4.0. Future Generation Computer Systems. 2019, [19] Saifullah Abusayeed, Jin Xi, Ceng Peng, Lu Chenyang. Real-Time Scheduling for Event-Triggered and Time-Triggered Flows in Industrial Wireless Sensor-Actuator Networks. IEEE INFOCOM 2019 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONSnull. 2019, 1684-1692, http://ir.sia.cn/handle/173321/25236.
[20] Xia, Changqing, Jin, Xi, Kong, Linghe, Xu, Chi, Zeng, Peng. Heterogeneous slot scheduling for real-time industrial wireless sensor networks. COMPUTER NETWORKS[J]. 2019, 157: 68-77, http://ir.sia.cn/handle/173321/24675.
[21] Zeng, Peng, Wang, Zhaowei, Jia, Zhengyi, Kong, Linghe, Li, Dong, Jin, Xi. Time-slotted software-defined Industrial Ethernet for real-time Quality of Service in Industry 4.0. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE[J]. 2019, 99: 1-10, http://ir.sia.cn/handle/173321/24674.
[22] Jin Xi, Saifullah Abusayeed, Lu Chenyang, Zeng Peng, IEEE. Real-Time Scheduling for Event-Triggered and Time-Triggered Flows in Industrial Wireless Sensor-Actuator Networks. IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2019)null. 2019, 1684-1692, http://ir.sia.cn/handle/173321/25236.
[23] Xia, Changqing, Jin, Xi, Kong, Linghe, Xu, Chi, Zeng, Peng. Lane scheduling around crossroads for edge computing based autonomous driving. JOURNAL OF SYSTEMS ARCHITECTURE[J]. 2019, 95: 1-8, http://ir.sia.cn/handle/173321/24244.
[24] Ming Wan, Jiangyuan Yao, Yuan Jing, Xi Jin. Event-Based Anomaly Detection for Non-Public Industrial Communication Protocols in SDN-Based Control Systems. 计算机、材料和连续体(英文)[J]. 2018, 447-463, http://lib.cqvip.com/Qikan/Article/Detail?id=7100589054.
[25] Jin, Xi, Guan, Nan, Xia, Changqing, Wang, Jintao, Zeng, Peng. Packet Aggregation Real-Time Scheduling for Large-Scale WIA-PA Industrial Wireless Sensor Networks. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS[J]. 2018, 17(5): http://ir.sia.cn/handle/173321/22820.
[26] Jin, Xi, Xu, Huiting, Xia, Changqing, Wang, Jintao, Zeng, Peng. Convergecast scheduling and cost optimization for industrial wireless sensor networks with multiple radio interfaces. WIRELESS NETWORKS[J]. 2018, 24(8): 3205-3219, https://www.webofscience.com/wos/woscc/full-record/WOS:000446354200027.
[27] Wan, Ming, Yao, Jiangyuan, Jing, Yuan, Jin, Xi. Event-Based Anomaly Detection for Non-Public Industrial Communication Protocols in SDN-Based Control Systems. CMC-COMPUTERS MATERIALS & CONTINUA[J]. 2018, 55(3): 447-463, http://lib.cqvip.com/Qikan/Article/Detail?id=7100589054.
[28] Zhaowei Wang, Peng Zeng, Linghe Kong, Dong Li, Xi Jin. Node-Identification-Based Secure Time Synchronization in Industrial Wireless Sensor Networks. SENSORS[J]. 2018, 18(8): http://ir.sia.cn/handle/173321/22723.
[29] Zhaowei Wang, Peng Zeng, Linghe Kong, Dong Li, Xi Jin. Node-Identification-Based Secure Time Synchronization in Industrial Wireless Sensor Networks. SENSORS[J]. 2018, 18(8): http://ir.sia.cn/handle/173321/22723.
[30] Wang, Jintao, Wang, Zhaowei, Zeng, Peng, Jin, Xi, Li, Dong, Wan, Ming, Kong, Fanxin. Software Defined Wi-V2G: A V2G Network Architecture. IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE[J]. 2018, 10(2): 167-179, https://www.webofscience.com/wos/woscc/full-record/WOS:000430717200017.
[31] Lin, Siyu, Kong, Linghe, Gao, Qian, Khan, Muhammad Khurram, Zhong, Zhangdui, Jin, Xi, Zeng, Peng. ADVANCED DYNAMIC CHANNEL ACCESS STRATEGY IN SPECTRUM SHARING 5G SYSTEMS. IEEE WIRELESS COMMUNICATIONS[J]. 2017, 24(5): 74-80, https://www.webofscience.com/wos/woscc/full-record/WOS:000414044700012.
[32] Xi Jin. Transmission Scheduling for Mixed-critical MU-MIMO Industrial Cyber-Physical Systems. International Journal of Distributed Sensor Networks. 2017, [33] Xia Changqing, Jin Xi, Kong Linghe, Zeng Peng, Guan Di, IEEE. Scheduling for Heterogeneous Industrial Networks Based on NB-IoT Technology. IECON201743RDANNUALCONFERENCEOFTHEIEEEINDUSTRIALELECTRONICSSOCIETYnull. 2017, 3518-3523, [34] Jin, Xi, Kong, Fanxin, Kong, Linghe, Wang, Huihui, Xia, Changqing, Zeng, Peng, Deng, Qingxu. A Hierarchical Data Transmission Framework for Industrial Wireless Sensor and Actuator Networks. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS[J]. 2017, 13(4): 2019-2029, http://www.irgrid.ac.cn/handle/1471x/1175926.
[35] Jin Xi, Deng Qingxu, Xu Huiting. Hierarchial Demand Response for Colocation Data Centers. 2017 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING, SMARTCOMP 2017null. 2017, 108-115, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000411757300016&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.
[36] 夏长清, 曾鹏, 金曦, 王金涛, 王照伟. Layout optimization for a long distance wireless mesh network: An industrial case study. LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS)null. 2017, 865-870, [37] 孔令和, 王金涛, 夏长清, 金曦, 曾鹏. Scheduling for MU-MIMO wireless industrial sensor networks. LECTURENOTESINCOMPUTERSCIENCEINCLUDINGSUBSERIESLECTURENOTESINARTIFICIALINTELLIGENCEANDLECTURENOTESINBIOINFORMATICSnull. 2017, 198-209, [38] Jin, Xi, Kong, Fanxin, Kong, Linghe, Liu, Wei, Zeng, Peng. Reliability and Temporality Optimization for Multiple Coexisting WirelessHART Networks in Industrial Environments. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS[J]. 2017, 64(8): 6591-6602, http://www.irgrid.ac.cn/handle/1471x/1175928.
[39] Wang, Jintao, Jin, Xi, Zeng, Peng, Wan, Ming, Xia, Changqing. Deployment optimization for a long-distance wireless backhaul network in industrial cyber physical systems. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS[J]. 2017, 13(11): https://doaj.org/article/7481c892bd9e434a828a0afea5622e84.
[40] Xu, Huiting, Jin, Xi, Kong, Fanxin, Deng, Qingxu. Maximizing the lifetime of wireless sensor networks in trains for monitoring long-distance goods transportation. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS[J]. 2017, 13(5): https://doaj.org/article/425b72d99afe4a57992135e02fd02759.
[41] Xia, Changqing, Jin, Xi, Kong, Linghe, Wang, Jintao, Zeng, Peng. Transmission scheduling for mixed-critical multi-user multiple-input and multiple-output industrial cyber-physical systems. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS[J]. 2017, 13(12): https://doaj.org/article/f350246f406e4993a2c123cbd1d56fe0.
[42] Xia, Changqing, Jin, Xi, Kong, Linghe, Zeng, Peng. Scheduling for Emergency Tasks in Industrial Wireless Sensor Networks. SENSORS[J]. 2017, 17(7): https://doaj.org/article/47a201b39745494790787c3ea239f980.
[43] Wang, Jintao, Jin, Xi, Zeng, Peng, Wang, Zhaowei, Wan, Ming. Phase Switching Mechanism for WiFi-based Long Distance Networks in Industrial Real-Time Applications. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS[J]. 2017, 11(1): 78-101, http://www.irgrid.ac.cn/handle/1471x/1161278.
[44] Xi Jin. Deployment Optimization for a Long-Distance Wireless Backhaul Network in Industrial CPS. International Journal of Distributed Sensor Networks. 2017, [45] Xia, Changqing, Jin, Xi, Kong, Linghe, Zeng, Peng. Bounding the Demand of Mixed-Criticality Industrial Wireless Sensor Networks. IEEE ACCESS[J]. 2017, 5: 7505-7516, http://ir.sia.cn/handle/173321/20223.
[46] Xi Jin. Advanced Dynamic Channel Access Strategy in Spectrum Sharing 5G System. IEEE Wireless Communications. 2017, [47] Jin Xi, Wan Ming, Ceng Peng, Xia Zhangqing, Wang Jintao. A Power Control and Optimization Method for Burst Bandwidth Demand in Heterogeneous Industrial Wireless Networks. IECON 2017 - 43RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETYnull. 2017, 3366-3371, [48] Jin, Xi, Xia, Changqing, Xu, Huiting, Wang, Jintao, Zeng, Peng. Mixed Criticality Scheduling for Industrial Wireless Sensor Networks. SENSORS[J]. 2016, 16(9): https://doaj.org/article/243bbe7d490e4657a7d5349f48b9e6eb.
[49] Kong, Linghe, Lin, Siyu, Xie, Weiliang, Qiao, Xiaoyu, Jin, Xi, Zeng, Peng, Ren, Wanli, Liu, XiaoYang. Adaptive Barrier Coverage Using Software Defined Sensor Networks. IEEE SENSORS JOURNAL[J]. 2016, 16(20): 7364-7372, http://www.irgrid.ac.cn/handle/1471x/1110198.
[50] 王金涛, 金曦, 曾鹏, 李栋. 面向工业监控应用的广域异构无线网络端到端时延分析. 中国科学:信息科学[J]. 2015, 45(10): 1249-1262, http://ir.sia.ac.cn/handle/173321/17156.
[51] Jin, Xi, Guan, Nan, Wang, Jintao, Zeng, Peng. Analyzing Multimode Wireless Sensor Networks Using the Network Calculus. JOURNAL OF SENSORS[J]. 2015, 2015: http://www.irgrid.ac.cn/handle/1471x/971019.
[52] Jin, Xi, Zhang, Qiong, Zeng, Peng, Kong, Fanxin, Xiao, Yang. Collision-free multichannel superframe scheduling for IEEE 802.15.4 cluster-tree networks. INTERNATIONAL JOURNAL OF SENSOR NETWORKS[J]. 2014, 15(4): 246-258, http://www.irgrid.ac.cn/handle/1471x/933129.
[53] Jin, Xi, Kong, Fanxin, Zeng, Peng, Deng, Qingxu, Xu, Huiting. Joint Management of Energy Harvesting, Storage, and Usage for Green Wireless Sensor Networks. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS[J]. 2014, 10: http://www.irgrid.ac.cn/handle/1471x/933106.
发表著作
(1) Mixed-Criticality Industrial Wireless Networks, Springer, 2023-03, 第 1 作者
(2) Performance Controllable Industrial Wireless Networks, Springer, 2023-04, 第 5 作者

主要项目

(1) 国家自然科学基金委员会, 重点项目, 工业信息物理系统智能物联与综合安全, 2022-01-01 至 2026-12-31, 主持

(2) 中国科学院, 中国科学院青年创新促进会优秀会员, 中国科学院青年创新促进会优秀会员,2022-01 至 2024-12, 主持

(3) 国家自然科学基金委员会, 面上项目, 面向柔性化生产的自调整工业网络关键技术研究, 2020-01-01 至 2023-12-31, 主持

(4) 中国科学院, 中国科学院青年创新促进会优秀会员, 中国科学院青年创新促进会会员,2017-01 至 2020-12, 主持

(5) 国家自然科学基金委员会, 青年项目, 面向混合关键性需求的工业无线系统关键技术研究, 2016-01-01 至 2018-12-31, 主持

(6) 国家自然科学基金委员会, 联合基金项目, 工业互联网边缘计算体系架构、协同优化与智能决策方法, 2020-01-01 至 2023-12-31, 参与

(7) 国家科学技术部, 国家重点研发计划, 工业互联网边缘计算节点设计方法与运行关键技术, 2019-06 至 2022-05, 参与

(8) 辽宁省科学技术厅, 面上项目, 工业5G网络实时调度关键技术研究, 2020-05 至 2022-04, 主持

指导学生

已毕业:关锁玲、田宇、陈文谣

在读:柴浩轩、林靖高、王长昊、戚亮亮