To further optimize the working efficiency of rice transplanter as the research goal,the intelligent control system of rice transplanter was selected as the research object,and the practical application research was carried out based on the data mining model and algorithm concept.Combined with the operation characteristics of rice transplanter and the structur-al principle of the network control system,the data mining algorithm optimization model was built from the perspective of reducing the network signal transmission delay and improving the anti-interference ability,and the actual path design of the rice transplanter state algorithm and the issuance of control instructions were carried out to ensure the accurate connec-tion of all links.The practice of rice transplanter operation showed that the intelligent operation level of rice transplanter based on the data mining model was significantly improved,the accuracy of the mining algorithm and the accuracy of the system control could be improved by 7.90％and 5.75％respectively.The planting uniformity of the whole machine could reach 90.72％.It would play an important role in promoting the intelligent development and optimization of the rice trans-planter.
关键词
插秧机/数据挖掘/网控系统/插植均匀度/智能化开发
Key words
rice transplanter/data mining/network control system/planting uniformity/intelligent development
维普
万方数据