广东金辉刀剪股份有限公司刀具加工砂轮磨损数据集

本数据集为广东金辉刀剪股份有限公司刀具加工环节的砂轮磨损专项监测数据，共包含 50 条结构化记录，涵盖基础加工参数、磨损计算参数及状态监控参数三大维度，全面反映刀具加工过程中砂轮的磨损变化规律。数据记录逻辑严谨、计算过程可追溯，可直接用于刀具加工砂轮磨损趋势分析、砂轮更换周期优化、加工工艺参数调校等场景，为企业生产效率提升与成本控制提供数据支撑。This dataset comprises 50 structured records of special monitoring data for abrasive wheel wear in the tool machining process of Guangdong Jinhui Knife & Scissors Co., Ltd. It covers three core dimensions: basic machining parameters, wear calculation parameters, and condition monitoring parameters, which comprehensively reflect the wear variation patterns of abrasive wheels during tool machining. The data records feature rigorous logic and traceable calculation procedures, and can be directly utilized for scenarios including abrasive wheel wear trend analysis in tool machining, optimization of abrasive wheel replacement cycles, and adjustment of machining process parameters, providing data support for enterprises to enhance production efficiency and control costs.

搜集汇总

背景与挑战

背景概述

该数据集记录了广东金辉刀剪股份有限公司在刀具加工过程中砂轮磨损的专项监测数据，包含50条结构化记录，涵盖加工参数、磨损指标和状态监控等多维度信息，经过清洗、标准化和脱敏处理，确保数据准确可靠。它主要用于分析砂轮磨损规律、优化加工工艺和预测更换周期，以支持企业提升生产效率和降低运营成本。