杨晨 - 北京理工大学

个人简介

杨晨，长聘副教授、特别研究员、博士生导师。北京航空航天大学高等理工学院（沈元荣誉学院）学士和博士，后留学韦仕敦大学（加拿大）和香港大学，兼任HKU Ziri-Lab研究副主任，从事工业物联网、智能云制造/物流和复杂系统建模仿真研究。曾在华为公司2012实验室任智能化研发技术专家和全球尖端技术合作主管。主持国家重点研发计划青年科学家项目1项、国家自然科学基金青年项目1项、国家重点实验室开放基金1项等；参与中国工程院重大/重点咨询研究项目3项、国家重点研发计划课题1项、工业互联网创新发展工程项目3项，申请专利10多项；发表SCI论文25篇（一作和通讯作者18篇，1区SCI、Top期刊15篇）。担任Journal of Manufacturing Systems（中科院1区SCI）编委。

研究领域

云边端协同计算、多模态深度学习、物联网、软件工程

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Chen Yang, Qunjian Chen, Zexuan Zhu, Zhi-An Huang, Shulin Lan, Liehuang Zhu. Evolutionary Multitasking for Costly Task Offloading in Mobile Edge Computing Networks. IEEE Transactions on Evolutionary Computation, 2023. [Download] 赵亚洲, 兰舒琳, 杨晨*, 王力翚, 祝烈煌. 元宇宙架构及其安全性问题分析. 《工业信息安全》杂志, 2022. [Download] Chen Yang, Yingchao Wang, Shulin Lan, etc. Cloud-edge-device collaboration mechanisms of deep learning models for smart robots in mass personalization. Robotics and Computer-Integrated Manufacturing, 2022. [Download] Lixiang Zhang, Chen Yang, Yan Yan, Yaoguang Hu. Distributed real-time scheduling in cloud manufacturing by deep reinforcement learning. IEEE Transactions on Industrial Informatics, 2022. [Link] Chen Yang, Shulin Lan, Zhiheng Zhao, etc. Edge-cloud Blockchain and IoE enabled Quality Management Platform for Perishable Supply Chain Logistics. IEEE Internet of Things Journal, 2022. [Download] Chen Yang, Fangyin Liao, Shulin Lan, Lihui Wang, Weiming Shen, George Q. Huang. Flexible Resource Scheduling for Software-Defined Cloud Manufacturing with Edge Computing, ENGINEERING, 2021. [Download] 杨晨，马瑞成，王雨石，翟岩龙，祝烈煌. 深度学习与工业互联网安全：应用与挑战[J].《中国工程科学》, 2021, 23(2):95-103. [Download] [English Version Download] Tingyu Lin, Zhengxuan Jia, Chen Yang*, etc. Evolutionary digital twin: A new approach for intelligent industrial product development. Advanced Engineering Informatics, 2021, 47, 101209.[Download] Tingyu Lin, Guoqiang Shi, Chen Yang*, etc. Efficient container virtualization-based digital twin simulation of smart industrial systems. Journal of Cleaner Production, 2021, 281, 124443.[Download] Chen Yang, Weiming Shen, Xianbin Wang, The Internet of Things in Manufacturing: Key Issues and Potential Applications. IEEE Systems, Man, and Cybernetics Magazine, 2018, 4(1): 6-15. [Download] Zhiheng Zhao, Mengdi Zhang, Chen Yang*, etc., Distributed and collaborative proactive tandem location tracking of vehicle products for warehouse operations. Computers & Industrial Engineering, 2018, 125: 637-648. Chen Yang, Shulin Lan, Weiming Shen, etc., Towards product customization and personalization in IoT-enabled cloud manufacturing. Cluster Computing, 2017, 20(2): 1717-1730. [Download] Tingyu Lin, Chen Yang*, etc., Multi-centric management and optimized allocation of manufacturing resource and capability in cloud manufacturing system. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 2017, 231(12): 2159-2172. Chen Yang, Peng Chi, Xiao Song, etc., An efficient approach to collaborative simulation of variable structure systems on multi-core machines. Cluster Computing, 2016, 19(1): 29-46.