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    Research progress in crop disease and pest identification based on deep learning
    LI Zheng, LI Bao-xi, LI Zhi-hao, ZHAN Yi-fang, WANG Li-hua, GONG Qi
    HUBEI AGRICULTURAL SCIENCES    2023, 62 (11): 165-169.   DOI: 10.14088/j.cnki.issn0439-8114.2023.11.029
    Abstract607)      PDF (1570KB)(547)       Save
    In order to effectively prevent and control crop diseases and pests, and ensure crop health, rapid and accurate identification of crop diseases and pests was a prerequisite for effective prevention and control.A review was conducted on the research on crop pest and disease identification, summarizing the development process of crop pest and disease identification methods. The focus was on analyzing the network structure, modeling key links, and six typical architectural features of deep learning. Combined with current research hotspots and application prospects, prospects were made from the construction of public datasets, integration of multiple imaging technologies, and optimization of large model performance.
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    Dynamic analysis of lifting structure of orchard operating platform based on ANSYS
    LIU Shu-guang, LIAN Zheng-guo, WANG Jia-sheng, WANG Dong-wei, CHEN Yu-jun, YIN Bao-quan, ZHU Ze-liang
    HUBEI AGRICULTURAL SCIENCES    2022, 61 (14): 145-149.   DOI: 10.14088/j.cnki.issn0439-8114.2022.14.026
    Abstract412)      PDF (2590KB)(116)       Save
    It was difficult to obtain the load during lifting of the orchard operating platform, which made it difficult to design the structure. The lifting structure main core structure of the orchard operating platform, was taken as the research object. Dynamic analysis was held around lifting process of the operating platform based on Rigid Dynamics modules of ANSYS Workbench19.2. There were 18 connection pairs between 9 components, including the operating platform, the lifting rod, the frame, the slider between the frame and the lifting rod, the slider between the frame and the lifting rod, the hydraulic oil cylinder and so on. Weight of the lifting structure of the operating platform and maximum pressure of operators and picking objects were set up as actual load of the lifting structure of the operating platform. 3 motion conditions, according to the motion speed at 0.006, 0.008 and 0.012 m/s of piston rod of the hydraulic oil cylinder relative to cylinder block of hydraulic oil cylinder, were set up. Lifting process of the lifting structure of the operating platform was simulated. Translation speed of the operating platform, translation acceleration of the operating platform, force of each connection pair and thrust of the hydraulic oil cylinder with time were obtained, which made supporting power, material and structure of the orchard operating platform more reasonable, and provided reference for further optimizing the structure of the orchard operating platform and more suitable production.
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