PM450型冲压机设备的运行效率数据

通过对PM450型冲压机的加工数据进行统计分析，了解日期、产线名称、工序名称、设备名称、设备型号、理论加工速度、计划负荷时间、负荷时间、停机时间、加工总量、不合格产品量等产线生产数据，分析PM450型冲压机的时间稼动率、性能稼动率、良品率、设备综合效率，为PM450型冲压机的运行提供数据支撑，在确保PM450型冲压机稳定运行的基础上，提高PM450型冲压机生产效率。PM450型冲压机的产品加工数据，不仅能应用于企业内部，针对环形工件产线的运行设备进行优化和采购指导，也能帮助家电、汽车、建材等行业的相关企业深入的了解PM450型冲压机的工作特性，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PM450型冲压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、理论加工速度、计划负荷时间、负荷时间、停机时间、加工总量、不合格产品量。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=（加工总量/理论加工速度）/负荷时间*100%；良品率=（加工总量-不合格产品量）/加工总量*100%；设备综合效率=时间稼动率*性能稼动率*良品率。3.数据应用：根据时间稼动率、性能稼动率、良品率以及设备综合效率相关数据变化，为PM450型冲压机设备健康运行提供数据支撑，便于管理部门对环形工件产线进行全面评估，为企业智能化工厂的建设提供支持和数据保障。

This dataset is developed based on statistical analysis of processing data from the PM450 stamping press. It covers key production metrics including date, production line name, process name, equipment name, equipment model, theoretical processing speed, planned load time, actual load time, downtime, total processed products, and defective product quantity. The primary objectives of this dataset are to analyze the Time Availability Rate, Performance Efficiency Rate, Qualified Product Rate, and Overall Equipment Effectiveness (OEE) of the PM450 stamping press, provide data support for its stable operation, and enhance its production efficiency on the premise of ensuring stable operation.

The product processing data of the PM450 stamping press has dual application scenarios: firstly, it can be used internally by the enterprise to optimize the operating equipment of the annular workpiece production line and provide guidance for equipment procurement; secondly, it can help relevant enterprises in home appliances, automotive, building materials and other industries gain in-depth insights into the operating characteristics of the PM450 stamping press, providing reference value for their own equipment procurement work.

The algorithm framework of this dataset includes the following three aspects:
1. Data Collection: Collect real-time operating data of the PM450 stamping press, including the metrics listed above: date, production line name, process name, equipment name, equipment model, theoretical processing speed, planned load time, actual load time, downtime, total processed products, and defective product quantity.
2. Data Processing: Calculate the core equipment performance indicators via standardized algorithms as follows:
- Time Availability Rate = (Actual Load Time - Downtime) / Actual Load Time × 100%
- Performance Efficiency Rate = (Total Processed Products / Theoretical Processing Speed) / Actual Load Time × 100%
- Qualified Product Rate = (Total Processed Products - Defective Product Quantity) / Total Processed Products × 100%
- Overall Equipment Effectiveness (OEE) = Time Availability Rate × Performance Efficiency Rate × Qualified Product Rate
3. Data Application: Based on the dynamic changes of the above-mentioned indicators including Time Availability Rate, Performance Efficiency Rate, Qualified Product Rate and Overall Equipment Effectiveness (OEE), provide data support for the healthy and stable operation of the PM450 stamping press, enable the management department to conduct comprehensive evaluation of the annular workpiece production line, and offer support and data guarantee for the construction of the enterprise's intelligent factory.