
梁宇琛,省部級人才,金山青年特聘教授,博士生導師,工學博士,英國考文垂大學攻讀汽車工程本科專業,獲得一等學士學位,并獲得直博資格攻讀博士學位,在英國考文垂大學任講師兼課程主管3年,在2021年1月獲得英國高等教育學會(The Higher Education Academy, HEA)會士資格。
研究方向:智能制造大數據,激光沖擊強化,深度學習算法,邊緣計算等數字孿生等。
代表性學術發表:
(1) Liang Y; Li W; Lu X; Wang S; Fog Computing and Convolutional Neural Network enabled Prognosis for Machining Process Optimization, Journal of Manufacturing Systems, 2019, 52: 3242 (IF: 12.1)
(2) Liang Y; Wang S; Li W; Lu X; Data-Driven Anomaly Diagnosis for Machining Processes. Engineering, 2019, 5(4): 646-652 (IF: 12.8)
(3) Liang Y; Lu X; Li W; Wang S ; Cyber Physical System and Big Data enabled Energy Efficient Machining Optimisation, Journal of Cleaner Production, 2018, 187(1): 46-62 (IF: 11.1)
(4) Liang Y; Li W; Lou P; Hu J : Thermal Error Prediction for Heavy-duty CNC Machines enabled by Long Short-term Memory Networks and Fog-cloud Architecture, Journal of Manufacturing Systems, 2020, 62(1): 950-963 (IF: 12.1)
(5) Li W: Liang Y: Wang S: Data Driven Smart Manufacturing Technologies and Applications, Springer Nature. 2021 (著作)
(6) Wang S; Liang Y; Li W; Cai X ; Big Data enabled Intelligent Immune System for Energy Efficient Manufacturing Management, Journal of Cleaner Production, 2018, 195(1): 507-520 (IF: 11.1)
(7) Li W; Liang Y; Liu Y; Failure Load Prediction and Optimisation for Adhesively Bonded Joints enabled by Deep Learning and Fruit Fly Optimisation, Advanced Engineering Informatics, 2022, 54: 101817 (IF: 8.8)
項目經曆:
(1) 省部級人才計劃,2023-2026,主持,在研
(2) 引才專項,2023-2026,主持,在研
(3) 金山青年特聘教授啟動項目,2023-2026,主持,在研
(4) 中國博士後科學基金第74批面上資助,2023-2025,主持,在研
(5) 實驗室開放基金,2024-2025,主持,在研
(6) Innovate UK, Collaborative R&D, 103539, SustAinable BiOdegradable Tooling SABOT,2017-2019,結題,參與
(7) EU FP7, EU cooperative project, PEOPLE-2013-IAPP-610675, Smarter Sustainable Manufacturing Adaptive Services with Cloud Architectures for Enterprises, 2014-2017,結題,參與
(8) The 7th Framework Programme of the European Commission, EU collaborative project, FP7-2013-NMP-ICT-FOF-609100, 0ptimised machining processes leveraging cyber-physical systems, 2013-2017,結題,參與
(9) Europese Commissie, EU collaborative project, FP7-NMP-314024, CAPP-4-SMES (Collaborative and Adaptive Process Planning for Sustainable Manufacturing Environments), 2012-2015,結題,參與
學術兼職:擔任中科院一區期刊Journal of Cleaner Production、IEEE Wireless Communications審稿人,以及IET Collaborative Intelligent Manufacturing等國際期刊的審稿人。以科學委員會專家身份被英國伯明翰大學邀請參加其聯合主辦的第七屆自主再制造國際會議(International Workshop on Autonomous Remanufacturing,IWAR Conference)。受伯明翰大學英國皇家工程院院士D.T.Pham邀請進行Keynotespeaker演講:Green Computing Enables Intelligent Manufacturing - A New Direction in Carbon Reduction”。
電子郵件:liangyuchen@ujs.edu.cn
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