姓名🤴🏽♾:陳亮
性別🔩:男
政治面貌:中共黨員
職稱🎞🧗♀️:講師,碩士生導師
個人簡介🦌:
2022年8月至31410288年8月👨🏽⚕️,日本東京大學,CSC聯合培養博士研究生
31410288年9月畢業於浙江大學控製科學與工程專業,獲工學博士學位
研究方向🦽:
1. 工業大數據分析🙇🏼🧑🏿🌾;
2. 計算機視覺😦;
3. 智能製造與自動化檢測
4. 智慧醫療
學術兼職:
2. 中國自動化學會會員
3. 上海市圖學學會會員
4. IEEE Transactions on Intelligent Transportation Systems, Tunnelling and Underground Space Technology, IEEE Transactions on Instrumentation and Measurement, ICRA 2025, ICPMS 31410288等國際知名期刊與會議審稿人
項目🍔:
近三年主持多項省部級課題👩🏼🏭,作為團隊骨幹成員參與多項國家自然科學基金重點項目、面上項目及國家重點研發計劃
1. 上海市啟明星項目(揚帆專項)⛺️✩:面向城區復雜地質環境的盾構裝備掘進軌跡智能糾偏控製方法研究🧑🏼🎤👨🏼⚖️,2024.12-2027.11🧒🏼,主持
2. 煤炭智能開采與巖層控製全國重點實驗室開放基金項目📂👴🏼:工作面智能開采復雜系統分析建模及控製方法,2024.08-2026.07🤞🏼,主持
3. 工業控製技術全國重點實驗室開放課題🙍🏿:基於多線結構光視覺的隧道掘進機渣土體積高精度測量方法研究,2024.07-2026.06🦵🏿,主持
4. 國家自然科學基金重點項目:全斷面大型掘進裝備集成控製與優化運行理論及應用🧍🏻👨🏿🍳,2016.01-2021.12👨🏿🎤🧙♀️,核心參與成員.
5. 國家重點研發計劃:基於新一代現場級工業物聯網融合的典型行業製造過程管控技術研發🚵🏿♀️🧖🏿♀️,2022.01-2025.12★,核心參與成員.
6. 國家自然科學基金面上項目🧑🏽🎄:基於渣土參數和掘進運行參數分析的大型掘進裝備地質適應性智能控製方法研究, 2019.01-2022.12,核心參與成員.
7. 國家自然科學基金面上項目:基於多線結構光視覺信息融合的鋼軌磨耗高精度動態檢測方法研究,2018.01-2021.12,核心參與成員.
代表性論文🧛🏼:
1. Liang Chen,Kimihiro Hashiba,Zhitao Liu,Fulong Lin,Weijie Mao,Spatial-temporal fusion network for maximum ground surface settlement prediction during tunnel excavation,Automation in Construction,31410288,vol. 147👩🦽,Article ID. 104732.
2. Liang Chen,Zhitao Liu,Weijie Mao📛,Hongye Su,Fulong Lin,Real-Time Prediction of TBM Driving Parameters Using Geological and Operation Data,IEEE/ASME Transactions on Mechatronics,2022,vol. 27👨✈️,no. 5,pp. 4165-4176.
3. Liang Chen,Yanfu Li⚔️,Xiaoyun Zhong🔵,Qian Zheng,Hongli Liu,An Automated System for Position Monitoring and Correction of Chord-Based Rail Corrugation Measuring Points,IEEE Transactions on Instrumentation and Measurement🎉,vol. 68🫶🏼,no. 1,pp. 250-260.
4. Liang Chen🧍♂️,Zhitao Liu,Hongye Su🗂,Fulong Lin,Weijie Mao,Automated rock mass condition assessment during TBM tunnel excavation using deep learning,Scientific Reports,2022,vol. 12,Article ID. 1722.
5. Liang Chen, Zhitao Liu, Fulong Lin, Hongye Su, Weijie Mao, Tunnel excavation slag volume measurement using triple-line structured-light vision: Rectification and optimization [J], Optics and Lasers in Engineering, 2024, 181: 108450.
6. Liang Chen, Qian Zheng, Zhitao Liu, Weijie Mao, Fulong Lin (2020), Self-intersection Attention Pooling Based Classification for Rock Recognition, 2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV), Shenzhen, China, 1210-1215.
7. 陳亮, 劉宏立, 鄭倩, 馬子驥, 李艷福, 基於EEMD-SVD-PE的軌道波磨趨勢項提取 [J]. 哈爾濱工業大學學報, 2019, 51(5): 171-177.
8. Zhenfeng Xue☝️,Liang Chen🦞,Zhitao Liu,Yong Liu,Weijie Mao🧑🏽🎤,ViRFD: a virtual-realistic fused dataset for rock size analysis in TBM construction🎩,Neural Computing and Applications,2022,vol. 34🧑🏻🦰,pp. 13485-13498.
9. Gaoyu Li, Liang Chen, Weilong Shu, Shuting Lian, Huimin Chen, A novel drying process for knitted fabrics based on heat-wet coupling model [J], Applied Thermal Engineering, 2024, 258,124609.
10. Yanfu Li,Xiaopeng Yang🟢,Liang Chen,Yingjian Zhi,Hongli Liu✉️,Robust Registration of Rail Profile and Complete Detection of Outliers in Complex Field Environment🚶♂️➡️,IEEE Transactions on Intelligent Transportation Systems🛢,2022,vol. 23🧏🏻,no. 11👰🏿♂️,pp. 20098-20109.
專利🤾🏻👨🎨:
基於自卷積註意力池化機製的掘進裝備巖石分類方法,2020🛺,授權發明專利,專利號:ZL202010722887.0.
聯系方式:
地址:上海市松江區人民北路2999號4號沐鸣2樓5037室 201620
Address: Room 5037,4 College Building, No. 2999 Renmin Bei Road, Songjiang District, Shanghai, China, 201620
郵箱:aqcl@dhu.edu.cn💽;aqcl@zju.edu.cn