主要研究領域
1、智慧型無人系統協同診斷與對抗遷移
2、複雜機電系統故障診斷與壽命預測
3、海洋裝備預測性維護與狀態監測
社會兼職
IEEE RCAE 2025大會區域主席(上海)、RSTIC 2025會議邀請組主席、CEES 2025大會技術委員會委員、Open Journal of Applied Sciences客座編委、中國造船工程學會高級會員、中國自動化學會會員、中國儀器儀表學會高級會員,中科院頂刊TII、TIE、TIM、TCSⅠ等多個IEEE彙刊審稿人。
代表性成果
論文
1、T. Xie (謝濤), W. Zhang, Y. Tang and H. Chen, A Physical-Feature Interactive Expansion-Based Fault Diagnosis Method With Applications to Marine Current Turbines. IEEE Transactions on Industrial Electronics, 71(8):9677-9686,2023.
2、T. Xie (謝濤), W. Zhang, Y. Zhang, Z. Ahmed and Y. Tang, Marine Current Turbine Multifault Diagnosis Based on Optimization Resampled Modulus Feature and 1-D-CNN. IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-10, 2023.
3、T. Xie (謝濤), Z. Hu, Z. Li, W. Zhang, and H. Chen. A Physics-Guided Wavelet Feature Extraction Method for Fault Diagnosis of Thruster Blades. IEEE Transactions on Instrumentation and Measurement. vol. 73. pp. 1-9, 2024.
4、T. Xie (謝濤), Y. Xu, T. Wang, W. Zhang, An ECT-LSLDA based fault diagnosis method for marine current turbines under variable marine conditions. Ocean engineering. 281(3), 2023.
5、T. Xie (謝濤), Z. Hu, W. Zhang, H, Chen. Fault Diagnosis Scheme for the Multi-Phase Inverters: A Telescoping Modulus Approach with Convolutional Neural Networks. IEEE Transactions on Circuits and Systems II.71:4371 - 4375, 2024.
6、T. Xie (謝濤), T. Wang, C. Li, Y. Wang. An integration fault detection method using stator voltage for marine current turbines. Ocean engineering. 426, 108808, 2021.
7、T. Xie (謝濤), Z. Ahmed, W. Zhang. Impact Fault Detection for Marine Current Turbines Blade via MFGK-means and PCA under Variable Marine Conditions. Measurement Science and Technology. 34(9). June 2023.
8、T. Xie (謝濤), T. Wang, Q. He, D. Diallo, C. Claramunt. A Review of Current Issues of Marine Current Turbine Blade Fault Detection. Ocean engineering. 418, 108194, 1-11, 2020.
9、T. Xie (謝濤), T. Wang, D. Diallo, H. Razik. Imbalance Fault Detection Based on the Integrated Analysis Strategy for Marine Current Turbines under Variable Current Speed. Entropy. 22(10), 2020.
10、T. Xie (謝濤), T. Wang, and H Razik. A Mini Review of Research on Blade Fault Detection of Marine Current Turbine. Advancements in Civil Engineering & Technology. 4(5). ACET.000596. 2021.
獲獎
獲中國博士後創新創業大賽揭榜賽道優勝獎
獲上海市博士後創新創業大賽揭榜賽道優勝獎(亞軍)
獲全國寶鋼教育獎(2021)
智慧財產權
1、發明專利(授權)一種風力發電機尾流追蹤方法. 專利號:201911150110.5,授權時間:2020.12.22.
2、發明專利(授權)基於希爾伯特變換的葉片不平衡故障電信號特徵提取方法. 專利號:201910047324.3. 授權時間:2021.02.23.
3、發明專利(授權)一種海流發電遠程監控系統及方法. 專利號:202010447311.8. 申請日期:2020.05.25.
4、發明專利(授權)一種基於光伏系統的自適應加權調製信號的極值跟蹤方法. 專利號:201910038811.3. 授權時間:2020.09.15.
著作
Fakher Chaari, Hubert Razik 主編. Nonstationary Systems: Theory and Applications. (負責第22章) Diagnosis Methods on the Blade of Marine Current Turbine. ISBN: 978-3-030-82191-3, Pages: 427. Publisher: Springer. 2021.
科研項目
1、國家自然科學基金青年項目:非預期海況下海流機葉片故障診斷與壽命預測方法研究,2024.01-2026.12,主持;
2、上海市高水平機構建設運行計畫“軟科學研究”:農機“具身智慧型”加速農業數位化轉型的創新路徑研究及上海策略,主持;
3、中國博士後基金面上項目:複雜海況下海流機故障樣本擴張與遷移診斷方法研究,2023.11-2024.11,主持;
4、上海市超級博士後激勵計畫,2022.10-2024.10,主持;
5、科技創新2030重大項目:陸海空協同無人系統群體博弈智慧型場景套用2023.1-2025.12,主要參與。
國際合作
1、與美國佛羅里達大西洋大學唐宇飛教授、加拿大圭爾夫大學楊先一教授保持合作。
2、與法國海軍學院、巴黎薩克雷大學保持緊密合作。