工厂电机性能测试数据集

内部数据采集依托工厂管理系统，涵盖生产基础元数据、电机核心电性能参数（含绕组直流电阻、空满载电流 / 功率、效率、转矩转速特性）及测试审核溯源信息。数据均源自厂内检测系统实测记录，无外部数据源接入及采集环节。Internal data collection is implemented via the factory management system, covering basic production metadata, core electrical performance parameters of electric motors (including winding DC resistance, no-load and full-load current and power, efficiency, and torque-speed characteristics), and test audit and traceability information. All data are sourced from actual measurement records of the in-plant testing system, with no external data sources accessed or integrated into the data collection pipeline.

搜集汇总

背景与挑战

背景概述

该数据集包含35,223条工厂电机性能测试记录，涵盖绕组电阻、电流、功率、效率等30项核心电性能参数，全部源自企业内部检测系统实测数据。数据集主要用于电机生产全流程性能检测和质量管控，支持测试结果溯源分析和工艺优化，每周更新确保数据时效性。