电子科技2025，Vol.38Issue(10)：73-81,9.DOI:10.16180/j.cnki.issn1007-7820.2025.10.009
高精度粉末分装系统设计及加样策略优化
High-Precision Powder Packaging System Design and Sampling Strategy Optimization
摘要
Abstract
In view of the problems such as low precision of powder packing system,less research on adding sample strategy and more high-precision algorithm theory but less real objects,a high-precision powder packing sys-tem is proposed in this study.The overall design of the system is described,and the ideas and methods of mechanical structure design,electronic design and software design are introduced.A LSTM(Long Short Term Memory)model is proposed to optimize the sampling strategy for the inherent defects of the system.Soil samples are used to test the per-formance of the system.The results show that the accuracy of the system can reach±1 mg.Therefore,the proposed system can be applied to high-precision powder packaging scenario,and provides theoretical reference for the design of packaging system and sampling strategy.关键词
动态称重/机器学习/LSTM/加样/高精度/控制系统/土壤/优化设计Key words
dynamic weighing/machine learning/LSTM/sample addition/high precision/control system/soil/optimal design分类
信息技术与安全科学引用本文复制引用
郑阳,袁旭军,张荣福,陈奇..高精度粉末分装系统设计及加样策略优化[J].电子科技,2025,38(10):73-81,9.基金项目
基础科研条件与重大科学仪器设备研发计划(2022YFF0706003)Basic Scientific Research Conditions and Major Scientific Instruments and Equipment Research and Development Plan(2022YFF0706003) （2022YFF0706003）
