研究方向

健康监测与智能维护、图像处理与机器视觉、光电检测与射频识别等

基本介绍

2021年12月毕业于南京航空航天大学，获得工学博士学位；2019年11月至2020年11月作为联合培养博士研究生前往加拿大多伦多大学机械与工业工程系访学一年。本人长期致力于健康监测与智能维护、机器视觉与射频识别相关领域的科学研究工作。截止目前，已在RESS、Expert Systems with Applications等国内外期刊上发表论文17篇（均为前二作者），其中，以第一作者或通信作者发表SCI论文11篇；申报国家专利11项。

主要工作经历

2021.12 910023威尼斯讲师

获奖情况

承担项目

主持的项目：

2023-2025，国家自然科学基金青年基金项目，主持

2023-2024，浙江省教育厅科研项目，主持

2023-2024，温州市基础科研项目，主持

2018-2020，江苏省研究生科研创新计划项目，主持

2022-2023，浙江长城搅拌设备股份有限公司-横向项目，主持

参与的科研项目：

2018-2021，国家自然科学基金面上项目，参与

2019-2020，江苏省六大人才高峰项目，参与

2017-2020，国家质检总局项目，参与

学术任职

学术成果

[1]Zhuang X, Yu X, Zhou D, et al. A Novel 3D Position Measurement and Structure Prediction Method for RFID Tag Group Based on Deep Belief Network. Measurement, 2019, 136: 25-35.

[2]Zhou D, Zhuang X（#）, Zuo H F. A Hybrid Deep Neural Network Based on Multi-time Window Convolutional Bidirectional LSTM for Civil Aircraft APU Hazard Identification. Chinese Journal of Aeronautics, 2021.

[3]Zhuang X, Yu X L, Zhao Z M, et al. Application of Laser Ranging and Grey Neural Network (GNN) for the Structure Optimization of Radio Frequency Identification (RFID) Tags. Lasers in Engineering, 2021, 48.

[4]Zhou D, Zhuang X（#）, Zuo H F. A Novel Three-parameter Weibull Distribution Parameter Estimation Using Chaos Simulated Annealing Particle Swarm Optimization in Civil Aircraft Risk Assessment. Arabian Journal for Science and Engineering, 2021, 1-18.

[5]Zhuang X, Zhou D, Yu X L, et al. An Image Processing and Laser Ranging Approach for Radio Frequency Identification (RFID) Tag Group Reading Performance Prediction. Lasers in Engineering, 2021, 51.

[6]Zhou D, Zhuang X（#）, Zuo H F, Wang H, Yan H S. Deep Learning-based Approach for Civil Aircraft Hazard Identification and Prediction. IEEE Access, 2020, 8, 103665-103683.

[7]Zhou D, Zhuang X, Zuo H F, et al. Hazard Identification and Prediction System for Aircraft Electrical System Based on SRA and SVM. Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 2020, 234(4): 1014-1026.

[8]Zhou D, Zhuang X, Huang Y, et al. Design of Hazard Identification System for Aircraft Power Supply System Based on SIMPLORER and MATLAB Co-simulation. Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 2020, 234(11): 1770-1787.

Yu X, Zhuang X, Yu Y, et al. Influence of Multiple Tags’ Distribution on the Reading Performance of RFID-MIMO System Based on CRB. Journal of Computers, 2019, 30(3): 72-81.