Y2112-2抛光机运行效率数据

通过对Y2112-2抛光机的生产数据进行统计分析，了解日期、产线名称、工序名称、设备名称、设备型号、理论抛光速度、计划负荷时间、负荷时间、停机时间、总抛光量、不合格量等产线生产数据，分析Y2112-2抛光机的时间稼动率、性能稼动率、良品率、设备综合效率、同比增长率，为Y2112-2抛光机的运行提供数据支撑，在确保Y2112-2抛光机稳定运行的基础上，提高Y2112-2抛光机生产效率。Y2112-2抛光机的生产数据，不仅能应用于企业内部，针对离心泵叶轮产线的运行设备进行优化和采购指导，也能帮助医疗设备、家电、汽车、建材等行业的相关企业深入的了解Y2112-2抛光机的工作特性，对该企业的相关设备采购工作提供参考价值。算法规则包括以下几个方面：1.数据采集：通过对Y2112-2抛光机的运行数据进行采集，包括日期、产线名称、工序名称、设备名称、设备型号、理论抛光速度、计划负荷时间、负荷时间、停机时间、总抛光量、不合格量。2.数据处理：通过算法计算可知，时间稼动率=（负荷时间-停机时间）/负荷时间*100%；性能稼动率=（总抛光量/理论抛光速度）/负荷时间*100%；良品率=（总抛光量-不合格量）/总抛光量*100%；设备综合效率=时间稼动率*性能稼动率*良品率；同比增长率=（本期设备综合效率－同期设备综合效率）/同期设备综合效率*100%。3.数据应用：根据时间稼动率、性能稼动率、良品率、设备综合效率以及同比增长率相关数据变化，为Y2112-2抛光机设备健康运行提供数据支撑，便于管理部门对离心泵叶轮产线进行全面评估，为企业智能化工厂的建设提供支持和数据保障。

This dataset is developed through statistical analysis of production data from the Y2112-2 polishing machine. It collects and analyzes core production metrics including date, production line name, process name, equipment name, equipment model, theoretical polishing speed, planned load time, actual load time, downtime, total polishing volume, and unqualified volume. The dataset calculates key operational indicators for the Y2112-2 polishing machine, namely time availability rate, performance availability rate, yield rate, Overall Equipment Effectiveness (OEE), and year-on-year growth rate, providing data support for its stable operation and helping improve its production efficiency.

The production data of the Y2112-2 polishing machine can be applied not only internally within the enterprise to optimize the operating equipment of the centrifugal impeller production line and guide equipment procurement, but also enable relevant enterprises in industries such as medical equipment, home appliances, automobiles, and building materials to gain an in-depth understanding of the operating characteristics of the Y2112-2 polishing machine, providing reference value for their equipment procurement work.

The algorithm framework includes the following three aspects:
1. Data Collection: Collect the operating data of the Y2112-2 polishing machine, including date, production line name, process name, equipment name, equipment model, theoretical polishing speed, planned load time, actual load time, downtime, total polishing volume, and unqualified volume.
2. Data Processing: Calculate the indicators via the following formulas:
- Time Availability Rate = (Actual Load Time - Downtime) / Actual Load Time * 100%
- Performance Availability Rate = (Total Polishing Volume / Theoretical Polishing Speed) / Actual Load Time * 100%
- Yield Rate = (Total Polishing Volume - Unqualified Volume) / Total Polishing Volume * 100%
- Overall Equipment Effectiveness (OEE) = Time Availability Rate * Performance Availability Rate * Yield Rate
- Year-on-Year Growth Rate = (Current Period OEE - Corresponding Period OEE) / Corresponding Period OEE * 100%
3. Data Application: Based on the changes in indicators including time availability rate, performance availability rate, yield rate, OEE, and year-on-year growth rate, provide data support for the healthy and stable operation of the Y2112-2 polishing machine, facilitate the comprehensive evaluation of the centrifugal impeller production line by the management department, and provide support and data guarantee for the construction of the enterprise's intelligent factory.

搜集汇总

数据集介绍

特点

该数据集记录了Y2112-2抛光机的运行效率数据，包括多项关键性能指标，旨在为设备运行优化和生产效率提升提供数据支持。数据适用于企业内部优化及跨行业设备采购参考。