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Huifeng WuPh.D. Professor | Ph.D. supervisor Discipline: Post: |
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Graduate School: Zhejiang University Research direction: Email: whf@hdu.edu.cn Address: |
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Mobile phone access |
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Huifeng WuPh.D. Professor | Ph.D. supervisor Discipline: Post: |
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Graduate School: Zhejiang University Research direction: Email: whf@hdu.edu.cn Address: |
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Mobile phone access |
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Huifeng Wu, male, professor, Ph.D. supervisor. He received his Ph.D. in Computer Science and Technology from Zhejiang University, Hangzhou, China, in 2006. He was selected for the National Hundred, Thousand, and Ten ThousandTalent Project, the National Young and Middle-aged experts with outstanding contribution,the Leading Talent in Science and Technology Innovation in the Ten Thousand Talents Program of Zhejiang, the First Batch of Leading Talents in Science and Technology Innovation in University of Zhejiang. Currently, he is the director of the Scientific Research Department, the director of the School of Computer Science, the executive director of Industrial Internet Research Institute of Hangzhou Dianzi University. He is also the director of Zhejiang Key Laboratory of New Industrial Internet Control Technology, the director of Zhejiang Engineering Research Center for Industrial Internet Intelligent Control System, and the director of Zhejiang Industrial Internet International Cooperation Base. He co-established the Joint Laboratory of Industrial IoT Ubiquitous Operating Systems with Peking University and serves as its director. He is a member of the Programmable Systems Working Group of the IEC, a member of SAC/TC159, a member of the Standard Committee of the CAMETA, a member of the Edge Computing Professional Committee of the CA, etc. His main research directions include intelligent software, edge computing, intelligent control, embedded system, programmable technology, embodied intelligent robots, etc. He has published over 50 internationally recognized journal papers in the field of programmable system software. He has led the formulation of 3 national standard, and has participated in the formulation of 2 international standard and 4 national standards. Recent years, he has led over 30 scientific research projects, including the ten million level national major projects, the Key Projects of the National Natural Science Foundation, the Nuclear High-based Projects, the 863 projects, the National Science and Technology Support Plans, the Key R&D Plans of Zhejiang, etc. He has received multiple provincial and ministerial awards, including 3 First Prize of Science and Technology Progress Awards of Zhejiang(2020, ranking 1; 2021, ranking 2; 2024, ranking 1), 1 First Prize of Technology Invention Award of Zhejiang(2016, ranking 2), 1 First Prize of Wu Wenjun Artificial Intelligence Science and Technology Progress Award(2025, ranking 1), and 1 Second Prize of Science and Technology Progress Award of Zhejiang(2014, ranking 1). He has established cooperative relationships with many universities and research institutions in the United States, Germany, Australia, France and other countries, and sends several graduate students for academic exchanges every year. He has supervised students to win more than 10 national awards, including the National First Prize of the “Challenge Cup” and the Special Prize of the National Artificial Intelligence Application Scenario Innovation Challenge. [1] Zhejiang Key Laboratory of New Industrial Internet Control Technology, Director [2] Zhejiang Engineering Research Center for Industrial Internet Intelligent Control System, Director [3] Zhejiang Industrial Internet International Cooperation Base, Director [4] Zhejiang Industrial Intelligence Collaborative Innovation Center, Director [5] HDU-PKU Joint Laboratory of Industrial IoT Ubiquitous Operating Systems, Director [6] Programmable Systems Working Group of the IEC, Member [7] National Technical Committee 159 on Industrial Automation Systems and Integration (SAC/TC159), Member [1] Intelligent software [2] Edge computing [3] Intelligent control [4] Embedded system [5] Programmable technology [6] Embodied intelligent robots [1] Intelligent Methods for Physical Information Systems, Doctoral students [2] Embedded System, Master's degree students [3] Innovative Practice, Undergraduate Longitudinal research
[1] National Key R&D Plan, Development and Application of Cloud Edge Collaborative Data Collection and Monitoring Technology and Configuration Tools, 2022YFB3304600, 19,500,000, 2022.11-2025.11, Leader [2] Industrial Internet Innovation and Development Project, Edge Computing-Based Programmable Logic Controller for Industrial Internet of Things (PLC), TC190A44C1, 21,000,000, 2019.06-2021.12, Leader [3] 2018 Intelligent Manufacturing Comprehensive Standardization and New Model Application Project, Development of an Extensible File Interaction Standard for Programmable Controller Control Configuration and Construction of an Experimental Verification Platform, Z135060009002-14, 16,000,000, 2018.01-2020.12, Technical leader [4] Embodied Intelligence System Software Subject Breakthrough Pilot Project, 5,640,000, 2025.09-2030.10, Leader [5] Key Projects of the National Natural Science Foundation, Theory and Methodology of Mass Customization for Complex and Variable Scenarios of Equipment group, U21A20484, 2,600,000, 2022.01-2025.12, Leader [6] Core Electronic Devices, High-end Generic Chips and Basic Software, The Application of Industrial Control Embedded Real-Time Operating System in the Field of Industrial Internet, 2017ZX01038102, 1,110,000, 2017.01-2019.12, Leader [7] Industrial Internet Innovation and Development Project, Networked Industrial Control System Based on Open Architecture, TC240AAKM-135, 5,850,000, 2024.10-2026.09, Leader [8] 2018 Intelligent Manufacturing Comprehensive Standardization and New Model Application Project, Research on the Interaction Standard of PLC Man-Machine Interface Configuration File and Construction of Test Verification Platform,KYZ057619002,1,600,000, 2018.05-2020.12, Leader [9] Key R&D Plan of Zhejiang, Joint Technology R&D and Demonstration Promotion Project – Research and Development of Interactive Standards and Related Technologies for Programmable Controller Basic Software Platform,2018C04001, 2,500,000, 2017.01-2019.12, Leader [10] Key R&D Plan of Zhejiang, Research and Application of Industrial Internet Programmable Control System Based on Domestic Software and Hardware, 2021C01187, 3,100,000, 2020.01-2022.12, Leader [11] National Science and Technology Support Plan, Research and Demonstration of Key Technologies for Intelligent Control of Wind Turbines and Intelligent Wind Farms, 2015BAA06B00, 27,790,000, 2015.04-2017.12, Key member Transverse scientific research
[1] Research and Development of Intelligent Technologies for Industrial Scenarios, 10,800,000, 2025.05–2028.05, Hangzhou Yiyi Taidi Information Technology Co., Ltd, Leader [2] Research and Development of Key Technologies for Intelligent Improvement of Non-Ferrous Metal Refining Equipment, 10,000,000, 2021.04-2024.04, Sanmen Sanyou Technology Co., Ltd, Leader [3] Design and Development of Digital-Intelligent Gateway System, 2,000,000, 2024.12–2025.11, Zhejiang Huiyi Network Technology Co., Ltd, Leader [4] Research and Development of High-Performance IoT Communication System Based on Wi-SUN, 1,440,000 RMB, 2022.06–2023.05, Hangzhou Haixing Electric Power Co., Ltd., Leader [5] Development of Control System for Fully Autonomous Multiple Material Composite Precision Forming Equipment, 1,100,000, 2020.10-2021.10, Tederic Machinery Co., Ltd, Leader [6] Customization and Optimization for Edge Computing Oriented Programmable Controller Platform Software, 1,010,700, 2020.03-2021.03, Hangzhou Yiyi Taidi Information Technology Co., Ltd, Leader [7] Research and Development of Key Technologies for Huiyi Intelligent Internet of Things, 1,000,000, 2019.11-2022.11, Zhejiang Huiyi Network Technology Co., Ltd, Leader [8] An Intelligent Work Order Management System That Supports Concurrent Operations by Multiple Users, 1,000,000, 2020.06-2021.04, Zhejiang Huiyi Network Technology Co., Ltd, Leader [9] Research and Development of Production Line Based on Intelligent Control System Technology for Complex Curved Surface Painting, 1,000,000, 2020.06-2022.12, Zhejiang Mingquan Industrial Spraying Equipment Co., Ltd, Leader [10] Development of ePLC Software Generation Platform for Injection Molding Machines, 1,000,000, 2013.01-2014.04, Tederic Machinery Co., Ltd, Leader [11] Development of Industrial Security and Environmental Monitoring Cloud Platform Software, 840,000, 2016.01-2016.12, Hangzhou Yiyi Taidi Information Technology Co., Ltd, Leader Development of High-Performance and Low-Power NFC Alloy Magnetic Powder Core New Product Research and Development Support Software, 500,000, 2011.12-2012.12, Zhejiang NBTM Keda Magnetoelectricity Co., Ltd, Leader Publications
[1] Hanyu Shi , Junjie Hu, Hong Xu, Junjie Li, Jiarui Peng,, Huifeng Wu. Dynamic contention-aware workflow scheduling on shared bus-based CPU-FPGA heterogeneous computing systems[J]. Expert Systems with Applications, 2026, 300: 130421. (IF=7.5) [2] Zeyun Xiao,Danfeng Sun, Donglai Zhu, Yong Wang, Yi Yan, Huifeng Wu. Time–torque coordinated optimization for trajectory planning of industrial robots[J]. Robotics and Computer-Integrated Manufacturing, 2026, 99: 103199. (IF=11.4) [3] Junjie Hu, Danfeng Sun, Wei Lu, Junwei Dong, Huifeng Wu. Blockchain-enabled distributed authentication mechanism for industrial device access[J]. IEEE Transactions on Industrial Informatics, 2025, 21(4): 2819-2828. (IF=9.9) [4] Jin Fan, Zheyu Wang, Zehao Wang, Jiajun Yang, Huifeng Wu, Jia Wu. Enhancing GCN robustness against structural attacks via adaptive spectrum filtering[J]. IEEE Transactions on Information Forensics and Security, 2025, 20: 10668-10682. (IF=8.0) [5] Zheng Gao, Danfeng Sun, Kai Wang, Huifeng Wu. Improving device access efficiency using a device protocol matching model[J]. Computers in Industry, 2025, 164: 104210. (IF=9.1) [6] Jin Fan, Zhangyu Gu, Jiajun Yang, Huifeng Wu, Danfeng Sun, Jia Wu. An enhanced residual learning framework for graph neural networks based on dual random walk[J]. Knowledge-Based Systems, 2025, 113822. (IF=7.6) [7] Jin Fan, Jiajun Yang, Zhangyu Gu, Huifeng Wu, Danfeng Sun, Feiwei Qin, Jia Wu. Path-aware multi-scale learning for heterogeneous graph neural network[J]. Neural Networks, 2025, 191: 107743. (IF=6.3) [8] Jin Fan, Wenchao Weng, Qikai Chen, Huifeng Wu, Jia Wu. PDG2Seq: Periodic dynamic graph to sequence model for traffic flow prediction[J]. Neural Networks, 2025, 183: 106941. (IF=6.3) [9] Yingzhe Bao, Danfeng Sun, Junhui Liu, Jin Fan, Huifeng Wu. A cloud-based high-quality code intelligent matching tool for industrial control programs[C]//Companion Proceedings of the ACM Web Conference 2025. Sydney: Association for Computing Machinery, 2025: 2803-2806. (CCF A) [10] Jin Fan, Jiaqian Xiang, Jie Liu, Zheyu Wang, Huifeng Wu*. Long-term time series forecasting based on Siamese network: a perspective on few-shot learning[J]. International Journal of Machine Learning and Cybernetics, 2024. (IF=2.7) [11] Jin Fan, Yuxiang Ji, Huifeng Wu*, Yan Ge, Danfeng Sun, Jia Wu. An unsupervised video anomaly detection method via optical flow decomposition and spatio-temporal feature learning[J]. Pattern Recognition Letters, 2024, 185: 239-246. (IF=3.3) [12] Jin Fan, Yan Ge*, Xinyi Zhang, Zheyu Wang, Huifeng Wu, Jia Wu. Learning the feature distribution similarities for online time series anomaly detection[J]. Neural Networks, 2024, 180: 106638. (IF=6.3) [13] Jin Fan*, Zehao Wang, Danfeng Sun, Huifeng Wu. Sepformer-based models: more efficient models for long sequence time-series forecasting[J]. IEEE Transactions on Emerging Topics in Computing, 2024, 12(2): 432-443. (IF=5.1) [14] Jin Fan, Wenchao Weng, Hao Tian, Huifeng Wu*, Fu Zhu, Jia Wu. RGDAN: A random graph diffusion attention network for traffic prediction[J]. Neural Networks, 2024, 172: 106093. (IF=6.3) [15] Huifeng Wu, Mingsong Pan, Jianyong Zhao, Danfeng Sun*. Dynamic protocol parsing system with optimized edge containers[J]. IEEE Transactions on Network and Service Management, 2024, 21(5): 5634-5646. (IF=5.4) [16] Yubing Wu, Danfeng Sun, Mingjia Zhang, Jianyong Zhao, Huifeng Wu*. Beetle swarm with constrained Lévy flight for image matching[J]. IEEE Transactions on Automation Science and Engineering, 2024. (IF=6.4) [17] Danfeng Sun, Junjie Hu, Huifeng Wu*, Jia Wu, Jian Yang, Quan Z. Sheng, Schahram Dustdar. A comprehensive survey on collaborative data-access enablers in the IIoT[J]. ACM Computing Surveys, 2024, 56(2): 1-37. (IF=28) [18] Jin Fan, Zehao Wang, Huifeng Wu*, Danfeng Sun, Jia Wu, Xin Lu. An adversarial time-frequency reconstruction network for unsupervised anomaly detection[J]. Neural Networks, 2023, 168: 44-56. (IF=6.3) [19] Jin Fan*, Zhentao Liu, Huifeng Wu, Jia Wu, Zhanyu Si, Hao Peng, Tom H. Luan. LUAD: A lightweight unsupervised anomaly detection scheme for multivariate time series data[J]. Neurocomputing, 2023, 557: 126644. (IF=6.5) [20] Wenchao Weng, Jin Fan*, Huifeng Wu, Yujie Hu, Hao Tian, Fu Zhu, Jia Wu. A decomposition dynamic graph convolutional recurrent network for traffic forecasting[J]. Pattern Recognition, 2023, 142: 109670. (IF=7.6) [21] Likai Wang, Huifeng Wu, Danfeng Sun, Yi Yan*. A planar dimension measurement optimization method with metric information compensation[J]. Measurement, 2023, 222: 113669. (IF=5.6) [22] Danfeng Sun, Yanlong Xi, Abdullah Yaqot, Horst Hellbrueck, Huifeng Wu*. Throughput maximization using deep complex networks for industrial internet of things[J]. Sensors, 2023, 23(2): 951. (IF=3.5) [23] Zehao Wang, Huifeng Wu, Jin Fan*, Danfeng Sun, Jia Wu. A robust feature reinforcement framework for heterogeneous graphs neural networks[J]. Future Generation Computer Systems, 2023, 141: 143-153. (IF=6.1) [24] Ying Kong, Jiajia Wu, Yunliang Jiang*, Huifeng Wu. Robust terminal recurrent neural network for finding exact solution of the TVQP problem with various noises[J]. IEEE Transactions on Industrial Informatics, 2023, 19(5): 6907-6916. (IF=9.9) [25] Teli Ma, Mengmeng Wang, Jimin Xiao, Huifeng Wu, Yong Liu. Synchronize feature extracting and matching: A single branch framework for 3D object tracking[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision. Paris: Institute of Electrical and Electronics Engineers, 2023: 9953-9963. (CCF A) [26] Yunliang Jiang, Xuyang Li, Zhen Yang*, Xiongtao Zhang, Huifeng Wu. An adaptive immune-following algorithm for intelligent optimal schedule of multiregional agricultural machinery[J]. International Journal of Intelligent Systems, 2022. (IF=3.7) [27] Jin Fan*, Xiaofeng Yu, Zehao Wang, Weijie Wang, Danfeng Sun, Huifeng Wu. AUBRec: adaptive augmented self-attention via user behaviors for sequential recommendation[J]. Neural Computing and Applications, 2022, 34(24): 21715-21728. (IF=0) [28] Danfeng Sun, Jianyong Zhao, Baiping Chen, Huifeng Wu*, Jia Wu. Cross-level dependability assessment with a distributed split mechanism for wireless communication systems[J]. IEEE Transactions on Network Science and Engineering, 2022. (IF=7.9) [29] Danfeng Sun, Shan Xue, Huifeng Wu*, Jia Wu. A data stream cleaning system using edge intelligence for smart city industrial environments[J]. IEEE Transactions on Industrial Informatics, 2022, 18(2): 1165-1174. (IF=9.9) [30] Hongping Wu, Yi Yan, Danfeng Sun, Huifeng Wu*, Peng Liu. Multi buffers multi objects optimal matching scheme for edge devices in IIoT[J]. IEEE Internet of Things Journal, 2021, 8(14): 11514-11525. (IF=8.9) [31] Yameng An, Feiwei Qin, Rene Simon, Huifeng Wu*. OntoPLC: Semantic model of PLC programs for code exchange and software reuse[J]. IEEE Transactions on Industrial Informatics, 2021, 17(3): 1702-1711. (IF=9.9) [32] Kehui Ye, Yi Yan, Huifeng Wu*. Time synchronization algorithm for networked control systems based on stochastic search[J]. IEEE Transactions on Industrial Informatics, 2021, 18(1): 26-34. (IF=9.9) [33] Danfeng Sun, Jia Wu, Jian Yang, Huifeng Wu*. Intelligent data collaboration in heterogeneous-device IoT platforms[J]. ACM Transactions on Sensor Networks, 2020, 17(3): 1-17. (IF=4.7) [34] Huifeng Wu, Yi Yan, Baiping Chen, Danfeng Sun. FADA: A fog architecture and ontology for data acquisition[J]. IEEE Transactions on Cloud Computing, 2020. (IF=5.0) [35] Danfeng Sun, Abdullah Yaqot, Jiachen Qiu, Lutz Rauchhaupt, Ulrich Jumar, Huifeng Wu*. Attention-based deep convolutional neural network for spectral efficiency optimization in MIMO systems[J]. Neural Computing and Applications, 2020. (IF=0) [36] Peng Liu, Yifan Zhang, Huifeng Wu*, Tingting Fu. Optimization of edge-PLC based fault diagnosis with random forest in industrial internet of things[J]. IEEE Internet of Things Journal, 2020, 7(10): 9664-9674. (IF=8.9) [37] Huifeng Wu, Danfeng Sun, Lan Peng, Yuan Yao, Jia Wu, Quan Z. Sheng, Yi Yan. Dynamic edge access system in IoT environment[J]. IEEE Internet of Things Journal, 2020, 7(4): 2509-2520. (IF=8.9) [38] Huifeng Wu, Yi Yan, Danfeng Sun, Rene Simon. VCA protocol-based multilevel flexible architecture on embedded PLCs for visual servo control[J]. IEEE Transactions on Industrial Electronics, 2020, 67(3): 2450-2459. (IF=7.2) [39] Huifeng Wu, Yi Yan, Danfeng Sun, Rene Simon. A customized real-time compilation for motion control in embedded PLCs[J]. IEEE Transactions on Industrial Informatics, 2019, 15(2): 812-821. (IF=9.9) [40] Huifeng Wu, Junjie Hu, Danfeng Sun. Edge computing in an IoT base station system: reprogramming and real-time tasks[J]. Complexity, 2019, 2019: 8675234. (IF=1.7) [41] Huifeng Wu, Danfeng Sun. High precision control in PTP trajectory planning for nonlinear system using on high-degree polynomial and cuckoo search[J]. Optimal Control Applications and Methods, 2019, 40(1): 43-54. (IF=1.5) [42] Chunlin Zhou, Huifeng Wu*, Xiang Xu, Yong Liu, Qi Zhu, Shuwen Pan. Development and control of a robotic arm for percutaneous surgery[J]. Assembly Automation, 2017, 37(3): 314-321. (IF=1.7) [43] Jian Bao, Huifeng Wu, Yimajian Yan. A fault diagnosis system-PLC design for system reliability improvement[J]. The International Journal of Advanced Manufacturing Technology, 2014, 75(1-4): 523-534. (IF=3.1) Books
[1] A Method for Filling Missing Values in Time Series Based on Bidirectional Recurrent Encoder Neural Network. Huifeng Wu, Jiachen Qiu, Danfeng Sun. ZL202011295072.5. [2] Product testing methods, equipment, and systems for injection molding machines. Huifeng Wu, Danfeng Sun, Hongwei Zhou, Jianyong Zhao. ZL202010022321.7. [3] Adaptive Robust control method, equipment and system based on heterogeneous dual core PLC. Huifeng Wu, Jianfeng Liao, Yubing Wu, Jianyong Zhao. ZL202010929390.6. [4] A Method for Data Collection of Industrial Equipment. Huifeng Wu, Feng Hou, Junjie Hu. 202011424973X. [5] Parameter optimization methods and devices in injection molding systems. Huifeng Wu, Danfeng Sun, Hongwei Zhou. ZL201811521647.3. [6] Control methods, equipment, storage media, and systems for peripheral equipment of injection molding machines. Huifeng Wu, Danfeng Sun, Hongwei Zhou. ZL201811072990.4. [7] Security inspection methods, devices, and equipment for programmable controller programs. Huifeng Wu, Fangde Zhang, Yi Yan. ZL201810247212.8. [8] Variable target PLC simulation debugging method, storage medium, and functional module. Huifeng Wu, Baiping Chen, Jianyong Zhao, Yi Yan. 202010145749.0. [9] Automatic parsing and encapsulation methods and devices for XML packets. Huifeng Wu, Junjie Hu, Hongwei Zhou. ZL201810865984.8. [10] Method and equipment for dual channel communication. Huifeng Wu, Yi Yan, Fangde Zhang. ZL201810447975.7. [11] An HMI message diversion scheduling method, storage medium, and device. Huifeng Wu, Baiping Chen, Jianyong Zhao, Yi Yan. ZL201911004952.X. [12] Method and System for Processing Injection Molding Process Documents. Huifeng Wu, Danfeng Sun, Hongwei Zhou. ZL201811296435.X. [13] Management methods and devices for injection molding machines. Huifeng Wu, Danfeng Sun, Hongwei Zhou. ZL201811193863.X. [14] Method and Device for Generating Configuration File of Programmable logic controller. Huifeng Wu, Yi Yan, Baiping Chen, Jiexiang Sun. ZL201910160817.8. [15] Multi kernel embedded PLC software recovery method and PLC. Huifeng Wu, Yi Yan, Baiping Chen. ZL201710439054.1. [16] Motion planning method and device for mobile robot arms. Huifeng Wu, Jianfeng Liao, Jianyong Zhao. ZL201810765345.4. [17] A visual control device. Huifeng Wu, Danfeng Sun, Yi Yan. ZL201910297916.0. [18] Motion Control Method and Device of Embedded Programmable Controller. Huifeng Wu, Yi Yan, Danfeng Sun. ZL201810929783.X. [19] PLC based motion control method and motion controller. Huifeng Wu, Yi Yan, Fangde Zhang. ZL201810613067.0. [20] Compilation Method and Embedded System of Embedded PLC. Huifeng Wu, Yi Yan, Baiping Chen. ZL201710488033.9. [21] Remote Determination Method of Frame Format Information for Communication Protocol of Embedded PLC Access Device. Huifeng Wu, Baiping Chen, Yi Yan. ZL201710639474.4. [1]First Prize of Wu Wenjun Artificial Intelligence Science and Technology Progress Award, Key Technologies and Application of Unit Collaborative Intelligent Production Line with Vision-Control Fusion, 2026, Ranking: 1/15 [2] First Prize of Science and Technology Progress Award of Zhejiang, Key Technologies and Industrialization of Software-Defined Vision-Control Collaboration for Flexible Manufacturing, 2026, Ranking: 1/13 [3] First Prize of Science and Technology Progress Award of Zhejiang, Research and industrialization of injection molding technology and equipment for large and complex optical components, 2020, Ranking: 1/13 [4] First Prize of Science and Technology Progress Award of Zhejiang, Key Technologies and Industrial Applications of Perception and Control for Logistics Inspection Robots in Complex Environments, 2021, Ranking, 2/13 [5] First Prize of Technology Invention Award of Zhejiang, Independent Key Technology Research and Industrialization of Embedded PLC (ePLC) Development Platform, 2016, Ranking: 2/6 [6] Second Prize of Science and Technology Progress Award of Zhejiang, Research and industrialization of intelligent optical testing equipment for printed circuit boards, 2014, Ranking: 1/9 |