动力电池综合参数自动分选成组技术

Power Battery Automatic Sorting and Grouping Technology Based on Comprehensive Parameters

目前在电池分选及成组过程中,大多数企业还不能完全实现自动化,需要靠人工辅助完成整个作业,因此本文提出采用基于改进的模糊聚类算法,利用电池自动检测平台并结合尺寸链优化技术,实现电池分选成组的自动化。首先,利用自动检测平台获取动力电池性能参数。然后,使用智能算法对电池进行首次分选。最终,对首次分选后的电池利用尺寸链优化技术实现电池成组。实验表明,此方案可以在动态流水线上自动完成电池的分选和成组,不仅保证了电池的电性能和几何性能,而且减少了工人作业时间,提高了企业的生产效率,满足企业的需求。

At present,in the process of battery sorting and grouping,most enterprises can’t fully realize automation and need to re⁃ly on manual assistance to complete the whole operation.Therefore,this paper proposes an improved fuzzy clustering algorithm,uti⁃lize the battery automatic detection platform and use the dimensional chain optimization technology to realize the automation of battery sorting and grouping.First,the power battery performance parameters are obtained using an automatic detection platform.Then,the battery is first sorted using an intelligent algorithm.Finally,the first sorting battery uses the size chain optimization tech⁃nology to achieve battery grouping.The experimental results show that this scheme can automatically complete the sorting and grouping of batteries on the dynamic assembly line,which not only ensures the electrical and geometric performance of the battery,but also reduces the working time of workers,improves the production efficiency of enterprises and meets the needs of enterprises.