防爆电磁阀工况参数与故障诊断数据集
收藏资源简介：
该数据集以表格形式存储于Excel文件中，采用二维关系型结构组织，包含以下16个字段：序号（数值型，记录流水号）、阀门唯一标识码（文本型，主关键字段）、产品型号（文本型，分类属性）、安装日期（日期型，设备基础信息）、运行电流（数值型，工况参数）、运行电压（数值型，工况参数）、线圈温度（数值型，工况参数）、开关频率（数值型，工况参数）、线圈健康度（数值型，加工衍生指标）、阀芯磨损指数（数值型，加工衍生指标）、响应延迟偏离度（数值型，加工衍生指标）、功耗异常指数（数值型，加工衍生指标）、综合健康评分（数值型，综合评估指标）、故障风险等级（文本型，低/中/高风险）、预测故障类型（文本型，故障分类）、维保建议代码（文本型，OK/PLAN/MON/IMM）。以“阀门唯一标识码”作为主关键字段，确保每条记录唯一可溯，支持按产品型号、安装时间等维度高效检索与分析。
This dataset is stored in an Excel file in tabular format, structured with a two-dimensional relational schema, and contains the following 16 fields: Serial Number (numeric type, record serial number), Unique Valve Identification Code (text type, primary key field), Product Model (text type, classification attribute), Installation Date (date type, basic equipment information), Operating Current (numeric type, working condition parameter), Operating Voltage (numeric type, working condition parameter), Coil Temperature (numeric type, working condition parameter), Switching Frequency (numeric type, working condition parameter), Coil Health Score (numeric type, processing-derived indicator), Spool Wear Index (numeric type, processing-derived indicator), Response Delay Deviation (numeric type, processing-derived indicator), Power Consumption Abnormality Index (numeric type, processing-derived indicator), Comprehensive Health Score (numeric type, comprehensive evaluation indicator), Fault Risk Level (text type, low/medium/high risk), Predicted Fault Type (text type, fault classification), Maintenance Recommendation Code (text type, OK/PLAN/MON/IMM). Taking the Unique Valve Identification Code as the primary key field ensures that each record is uniquely traceable, enabling efficient retrieval and analysis across dimensions including product model and installation date.
