涂料配方耐洗刷数据集

该数据集主要应用于涂料配方的性能验证和产品等级划分。企业可通过分析不同配方在相同测试条件下的耐洗刷次数与评定结果，确定其是否满足国家标准对不同等级的性能要求，进而辅助技术团队对成膜助剂、乳液基团、颜填料比例等配方参数进行迭代优化。此外，该数据也可作为质量监控工具，用于比对新批次产品与历史优质配方之间的差异，发现潜在工艺偏差；同时为市场端制定产品定位策略，如将高性能产品推向高端市场，提高品牌竞争力。

This dataset is primarily used for performance verification of paint formulations and product grade classification. Enterprises can analyze the scrub resistance cycles and evaluation results of different formulations under identical test conditions to determine whether they meet the performance requirements of national standards for different grades, thereby assisting the technical team in iteratively optimizing formulation parameters such as film-forming additives, emulsion groups, and the proportions of pigments and fillers. Furthermore, this dataset can also serve as a quality monitoring tool to compare the differences between new batch products and historical high-quality formulations and identify potential process deviations; meanwhile, it can help the marketing department formulate product positioning strategies, such as promoting high-performance products to the high-end market to enhance brand competitiveness.

搜集汇总

背景与挑战

背景概述

该数据集记录了涂料配方在标准环境条件下的耐洗刷性能测试数据，包含配方名称、温湿度、pH值、耐洗刷次数及结果评定等字段。数据集依据GB/T 9266-2009和GB/T 9755-2024标准构建，用于评估涂料产品等级（合格品≥500次、一等品≥1500次、优等品≥6000次），支持配方优化和质量管控。