城市桥梁健康监测传感器时序数据集

本数据集聚焦城市桥梁健康监测传感器时序数据，覆盖梁式桥、拱桥、斜拉桥、悬索桥等主要桥型及应变、振动、位移、温度、索力等传感器类型。数据内容包括桥梁信息、传感器信息、监测指标（应变极值、振动频率、挠度变化）及环境荷载等维度。适用于桥梁结构安全评估、异常检测与预警、健康状态预测、养护决策支持及智慧交通AI模型训练等场景。This dataset focuses on time-series sensor data for urban bridge health monitoring, covering major bridge types including beam bridges, arch bridges, cable-stayed bridges and suspension bridges, as well as various sensor types such as strain, vibration, displacement, temperature and cable tension sensors. The data covers dimensions including bridge information, sensor information, monitoring indicators (strain extreme values, vibration frequencies, deflection changes) and environmental loads. It is applicable to scenarios such as bridge structure safety assessment, anomaly detection and early warning, health status prediction, maintenance decision support and intelligent transportation AI model training.

搜集汇总

背景与挑战

背景概述

该数据集专注于城市桥梁健康监测的时序数据，涵盖了梁式桥、拱桥、斜拉桥和悬索桥等主要桥型，以及应变、振动、位移、温度和索力等多种传感器类型。数据包含桥梁信息、传感器信息、监测指标和环境荷载等维度，适用于结构安全评估、异常检测、健康预测和智慧交通AI模型训练等应用场景。