主驱动减速器全寿命周期数据集

主驱动减速器全寿命周期数据集主要面向主驱动减速器性能预测算法研究、隧道掘进机智能运维平台的运维算法需求建设，基于隧道掘进机实际施工过程中PLC存储的推进系统和主驱动系统的关键部件的传感器产生，主要记录了推进系统的总推进力、主驱动系统的各个电机扭矩等观测值，数据量110MB。

The Full-life Cycle Dataset of Main Drive Reducer is mainly developed for the research on performance prediction algorithms of main drive reducers and the construction of operation and maintenance algorithm requirements for the intelligent operation and maintenance platforms of tunnel boring machines (TBMs). The dataset is generated from sensors of key components of the propulsion system and main drive system stored by PLC during the actual construction process of TBMs. It mainly records observed values including the total propulsion force of the propulsion system and the torque of each motor in the main drive system, with a total data size of 110 MB.

搜集汇总

背景与挑战

背景概述

该数据集是面向主驱动减速器性能预测和隧道掘进机智能运维的机械工程领域数据集，数据来源于实际施工中PLC存储的传感器，包含总推进力、电机扭矩等观测值，总量110MB。它属于国家重点研发计划项目，旨在支持算法研究和运维平台建设。