入库水泥沸煮法质量检测数据集

‌该数据集通过实验室内部严格检测与供应链外部协同采集相结合的方式完成。内部采集依托自动化设备对熟料配比、矿物掺量（如脱硫石膏、磷石膏等）及力学性能（抗压/抗折强度）进行精准测定，同时记录CaO、MgO等化学成分；外部采集则联合供应商提供的原材料批次信息（如石灰石、矿渣等来源），并通过入库质检流程验证数据一致性。所有数据均标注生产日期、样品编号及存储条件，确保可追溯性。

This dataset is compiled through a combination of rigorous in-laboratory testing and collaborative external data collection across the supply chain. For in-house data collection, automated equipment is used to accurately measure clinker mix ratios, dosages of mineral admixtures (e.g., desulfurized gypsum, phosphogypsum, etc.) and mechanical properties including compressive and flexural strength, while also recording chemical components such as CaO and MgO. For external collection, batch information of raw materials (e.g., sources of limestone, slag, etc.) provided by suppliers is integrated, and data consistency is verified via incoming quality inspection procedures. All data are labeled with production dates, sample numbers and storage conditions to ensure full traceability.

搜集汇总

背景与挑战

背景概述

该数据集聚焦水泥制品制造业，包含2123条每日更新的质量检测记录，涵盖原材料配比、化学成分及力学性能等关键参数。数据集通过内外协同采集确保可追溯性，应用于生产优化、质量分级和工程风险预警，并采用智能算法实现全链条管控，符合环保与工程标准。