橡胶配方工艺与性能集成数据集

本数据集主要进行以下处理：1.搜集数据，将橡胶工艺配方中天然胶比例、合成胶比例、再生胶比例等具体数据进行收集形成基础配方表，然后追溯各个配方产出的橡胶生产过程、质量性能、客户反馈等环节产生的相关数据；2.清洗、加工数据，将各日期进行标准化处理，将姓名进行匿名化处理；统一指标单位，统一日期格式；3.工艺配方中再生胶比例计算规则为：再生胶比例 = 100% -天然胶比例-合成胶比例-硫磺用量-其他化工原料添加量。

This dataset is processed through the following steps:
1. Data collection: Collect specific data including the proportions of natural rubber, synthetic rubber and reclaimed rubber in rubber process formulas to form a basic formula table, then trace relevant data generated in links such as the rubber production process, quality performance and customer feedback corresponding to each formula;
2. Data cleaning and processing: Standardize dates, anonymize personal names, unify indicator units and date formats;
3. The calculation rule for the proportion of reclaimed rubber in the process formula is: Reclaimed rubber proportion = 100% - natural rubber proportion - synthetic rubber proportion - sulfur dosage - addition amount of other chemical raw materials.

搜集汇总

背景与挑战

背景概述

该数据集由贵州云宇橡胶有限公司提供，聚焦橡胶配方工艺与性能，数据规模23kb且每月更新。它支持企业研发优化配方、生产管理调整工艺以提高产品质量和效率，应用场景涵盖橡胶制品研发、生产和客户定制。