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Social positionReviewer of IEEE Transactions on Industrial Electronics, Journal of Robotics,China Joural of Highway and Transport Research1. Non-Destructive Testing Technology, mainly focuses on signal processing, machine learning, and deep learning of GPR data. 2.Unmanned Driving Technology, especially on Construction Machinery. 3.Electro-hydraulic control technology 4.Application of Big Data and Deep Learning. Open CourseComputer control system, Sensros & Measurement, Electric circuit
Research projectWe have developed control systems for excavators, intelligent variable-amplitude and variable-frequency road rollers, truss bridge inspection vehicles, hedge trimmers, sugar cane harvesters, aircraft tractors, off-road forklifts, retarder and other control systems for enterprises. Besides we adopted Python Qt and CNN models to develop detecting system for 3D GPR.
ThesisLink: https://www.researchgate.net/profile/Jun_Zhang143 After 2020 1.J. Zhang, X. Yang, W. Li, S. Zhang, and Y.i Jia*. Automatic detection of moisture damages in asphalt pavements from GPR data with deep CNN and IRS method[J]. Automation in Construction, 2020,113:103119., doi: https://doi.org/10.1016/j.autcon.2020.103119.(SCI,Q1) 2.J. Zhang, C. Zhang, Y. Lu, T. Zheng, Z. Dong*, Y. Tian, Y. Jia.In-situ recognition of moisture damage in bridge deck asphalt pavement with time-frequency features of GPR signal[J].Construction and Building Materials, 2020,244, 118295,doi: https://doi.org/10.1016/j.conbuildmat.2020.118295.(SCI,Q1) 3.Zhang, M., Zhang, J.*, Ding, L., Wang, X., & Wang, Z. . Sulfate-induced expansion of cement treated road base: Deterioration law of performance and air-void structure change under water-heat-salt coupling effect.[J] Construction and Building Materials, 2022,359:p129475.https://doi.org/10.1016/j.conbuildmat.2022.129475(SCI ,Q1, IF=7.6) 4.Zhao L, Jiao S, Wang C, Zhang J*. Research on Terrain Sensing Method and Model Prediction for Height Adjustment of Sugarcane Harvester Base Cutter[J]. Wireless Communications and Mobile Computing,(SCI,IF=2.3) 2022,2022:7344498.https://doi.org/10.1155/2022/7344498 5.Zhao L,Zhang Jun*, Jiao Shengjie*, Ting Zheng,Jie Li,Tieshuan Zhao.Ground surface detection method using ground penetrating radar signal for sugarcane harvester base-cutter control, Biosystems Engineering,2022,219:103-123.https://doi.org/10.1016/j.biosystemseng.2022.04.024 (SCI, Q1, TOP,IF=5.0) 6.Jun Zhang, Yaming Lu, Zhe Yang, Xin Zhu, Ting Zheng, Xin Liu*, Yaogang Tian,Weiguang Li.Recognition of void defects in airport runways using ground-penetrating radar and shallow CNN[J].Automation in Construction,2022,138(4) https://doi.org/10.1016/j.autcon.2022.104260(SCI, Q1, IF=10.5) 7.J Liu, XY Li, W Wang, J Zhang, W Zhou.Application of OSC in sugar content evaluation of chestnut based on Near Infrared Spectroscopy,Applied Mechanics and Materials 701, 577-580(SCI) 8.Yaogang Tian,Dong Lu,Ronghui Ma,JunZhang,WeiguangLi,XiaohuiYan. Effects of cement contents on the performance of cement asphalt emulsion mixtures with rapidly developed early-age strength[J].Construction and Building Materials. 2020, 244(30),118365.doi: https://doi.org/10.1016/j.conbuildmat.2020.118365(SCI Q1) 9.Yaogang Tian, Xiaohui Yan, Dong Lu, Zhenjun Wang, Jun Zhang, Ouming Xu,Weiguang Li. Characteristics of the Cement Asphalt Emulsion Mixture With Early-Age Strength and Flowability[J]. Frontiers in Materials. 2020,7 :122.doi: https://doi.org/10.3389/fmats.2020.00122(SCI, Q2) 10.Y Tian, X Yan, T Yang, J Zhang, Z Wang. Effect of the characteristics of lightweight aggregates presaturated polymer emulsion on the mechanical and damping properties of concrete[J].Construction and Building Materials,2020,253: 119154,doi: https://doi.org/10.1016/j.conbuildmat.2020.119154. (SCI,Q1) 11.Yu, Q., Li, Y., Luo, T., Zhang. J, et al. Cement pavement void detection algorithm based on GPR signal and continuous wavelet transform method. Sci Rep 13, 19710 (2023). https://doi.org/10.1038/s41598-023-46752-2 12. Jing Jiang, Yaogang Tian, Dong Lu, Xin Lu, Kuo Ji, Kan Jia, Jun Zhang.Internal corrosion characteristics of endogenous sulfate introduced by recycled aggregates in recycled aggregates concrete: Insights into the macro-mechanical and meso-mechanical properties[J].Journal of Cleaner Production,2023, 426:p139085, https://doi.org/10.1016/j.jclepro.2023.139085(SCI,Q1) Before 2020 [1].Cheng Y, Huo A, Zhang J, et al. Early warning of meteorological geohazard in the Loess Plateau: a study in Huangling County of Shaanxi Province in China[J]. Environmental Earth Sciences, 2015, 73(3): 1057-1065.DOI: 10.1007/s12665-014-3455-7 [2].Jun Z, Xiaoyu L, Wei W, et al. Non-invasive Assessment of Fish Freshness with Bio-impedance and BP-ANN Method[C]. international conference on natural computation, 2009: 232-235. [3].ZHANG Jun,CHEN Si-ru,ZHANG Zi-chen, et al. Non-destructive Detection Method for Bridge Hidden Diseases Based on GPR and F-K Method[J]. China Journal of Highway and Transport, 2016, 29(7): 110-116. [4].Jun Zhang*, Jiao Sheng-jie, Si Gui-mao, Yin Peng-long, Liao Xiao-ming, Wang Jian-bo, Wang Yu-lin, Jia Wen-jin. Design of Electronic Control System of Hydraulic Excavator with CAN Bus and PID Method[A]. Preceedings of Intelligent System Design and Engineering Application (ISDEA2010), 570-573 ,Changsha, 2010.10.13-14. (EI收录) [5].Jun Zhang*, S. Jiao, X. Liao, P. Yin, Y. Wang, K. Si, Y. Zhang, H. Gu. Design of Intelligent Hydraulic Excavator Control System Based on PID Method,Computer and Computing Technologies in Agriculture III, Volume 317,207-215, 2010.(EI收录) [6].Jun Zhang, Li XiaoYu*, Wang Wei, Zhou Zhu. Determination of Freshness of Freshwater Fish Based on BP-ANN and Bio-Impedance Characteristics, Preceedings of Intelligent Systems (GCIS2009), 68-71 ,Xiamen, 2009.05.19-21. (EI收录) [7].Jun Zhang, Li XiaoYu*, Wang Wei, Zhou Zhu, Zhou Wei, Xiao Wu. Determination Freshwater Fish Freshness with Gas Sensor Array, Preceedings of Computer Science and Information Engineering(CSIE2009), 221-224, Xiamen,2009.03.31-04.02. (EI收录) [8].Jun Zhang, Li Xiao Yu*, Wang Wei, Jiao Shengjie, Zhang Yi, Si Kui Mao. Non-Invasive Assessment of Fish Freshness with Bio-Impedance and BP-ANN Method, Preceedings of Natural Computation(ICNC'09), 232-235 ,Tianjin,2009.08.14-16. (EI收录) [9].Jun Zhang, Li Xiao Yu*, Wang Wei, Zhou Zhu, Zhou Wei. Development and Application of Gas Sensor Array in Determination Freshwater Fish Freshness, Proceedings of ASABE, Reno,USA, 2009.07.21-24. (EI收录) [10].Si Guimao*,Zhang Jun,Lv Chunfen.Design of Serial Communication Monitor System of Excavator Based on LabVIEW,Proceedings of MIM2012, 1301-1305,Guilin, 2012.05.18-20(EI收录) [11].Zhang J, Jiao S, Ye M, et al. Multichannel subgrade temperature acquisition system based on LabVIEW and serial communication[C]//Automation Science and Engineering (CASE), 2013 IEEE International Conference on. IEEE, 2013: 558-563. (EI收录) [12].Jun Z, Sheng-Jie J, Gui-Mao S, et al. Design of Electronic Control System of Hydraulic Excavator with CAN Bus and PID Method[C]// International Conference on Intelligent System Design and Engineering Application. IEEE Computer Society, 2010:570-573. [13].Zhang J, Jiao S, Liao X, et al. Design of Intelligent Hydraulic Excavator Control System Based on PID Method[C]// Computer and Computing Technologies in Agriculture III, Third IFIP TC 12 International Conference, CCTA 2009, Beijing, China, October 14-17, 2009, Revised Selected Papers. 2009:207. Jun Zhang.Typycal control system of Construction Machineary[M].Beijing:China Communications Press,2014 Technological Achievements
Honor Rewardprominent teacher of Chang'an University,2015 Work experience
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