开放物理实验室电子元器件智慧管理探索

Exploration on intelligent management of electronic components in open physics laboratory

文中针对高校开放物理实验室出现的电子元器件存放散乱、分类不合理、不便查找等问题,设计和实现了智慧管理方案。该方案按照元器件种类和参数对元器件进行分类,并基于微信小程序实现对电子元器件的查询。查询模块包含基于神经网络SSD(Single Shot MultiBox Detector)架构的元器件识别查询和基于微信小程序的元器件名称模糊查询。文中详细阐述了SSD架构的元器件识别原理和识别查询的实现,以及基于微信小程序的元器件名称模糊查询的实现,最后提出了深层研究的方向。实践证明该方案方便了用户对元器件的使用,提高了管理者的工作效率。

In view of the problems of scattered storage,unreasonable classification and inconvenient searching of electronic components in the open physics laboratory of our school,the classification scheme of electronic components and the electronic components inquiry scheme based on WeChat Mini Program were designed and realized.This scheme classifies components according to their types and parameters,and realizes the query of electronic components based on WeChat Mini Program.The query module contains components identification query based on neural network SSD(Single Shot MultiBox Detector)architecture and fuzzy query of components’name based on WeChat small program.This paper describes in detail the principle of SSD component recognition and the realization of recognition query,as well as the realization of fuzzy query of component name based on WeChat Mini Program,and finally puts forward the direction of deep research.Practice shows that this scheme facilitates the use of components by users and improves the working efficiency of managers.