电池极片涂布厚度均匀性与面密度控制数据集

本数据集聚焦锂电池极片涂布生产环节，完整记录了涂布工序的工艺参数、分区质量检测数据，旨在支撑涂布工艺参数优化、提升极片厚度与面密度均匀性，为涂布工序的闭环控制提供数据支撑。共涵盖 29 个特征字段，分为工单属性、质量检测、工艺参数、优化建议四大维度，本数据集可用于分析工艺参数对涂布均匀性的影响，支撑涂布工序的闭环控制优化，有效降低涂布失稳风险。This dataset focuses on the coating production process of lithium battery electrode sheets, and comprehensively records the process parameters of the coating procedure and partitioned quality inspection data. It aims to support the optimization of coating process parameters, improve the uniformity of electrode sheet thickness and areal density, and provide data support for the closed-loop control of the coating process. The dataset covers a total of 29 feature fields, which are divided into four dimensions: work order attributes, quality inspection, process parameters, and optimization suggestions. This dataset can be used to analyze the impact of process parameters on coating uniformity, support the closed-loop control optimization of the coating process, and effectively reduce the risk of coating instability.

搜集汇总

背景与挑战

背景概述

该数据集聚焦于电池极片制造中的涂布工艺，核心关注涂布厚度的均匀性和面密度的控制参数。它旨在通过数据驱动的方法优化电池生产质量，属于新能源电池领域的企业数据资产，适用于提升锂电池性能和一致性。