Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Automatic monitoring system for deep foundation pit
The invention relates to the technical field of foundation pit monitoring, and discloses a deep foundation pit automatic monitoring system which integrates a sensing end, a data processing end, a prediction end and a monitoring end and achieves comprehensive automatic monitoring of deep foundation pit engineering. The sensing end collects key parameters of the foundation pit and the surrounding environment in real time through various sensor assemblies and transmits the key parameters to the data processing end for cleaning, denoising and resolving. And the prediction end constructs a state prediction model by using a machine learning technology, predicts future state change of the foundation pit based on historical data, and continuously improves prediction accuracy through feature extraction, model evaluation and component optimization. And the monitoring end is responsible for displaying the monitoring data, the prediction result and the alarm information in real time and providing an intuitive and easy-to-use graphical interface for a user. The deep foundation pit monitoring efficiency and accuracy are effectively improved, and construction safety and surrounding environment stability are guaranteed.
本发明涉及基坑监测技术领域，公开了一种深基坑自动化监测系统，所述系统集成了感知端、数据处理端、预测端和监控端，实现了深基坑工程的全面自动化监测。感知端通过多种传感器组件实时采集基坑及周边环境的关键参数，并传输至数据处理端进行清洗、去噪和解算。预测端利用机器学习技术构建状态预测模型，基于历史数据预测基坑未来状态变化，并通过特征提取、模型评估和优化组件不断提升预测准确性。监控端则负责实时展示监测数据、预测结果和警报信息，为用户提供直观、易用的图形化界面。本发明有效提升了深基坑监测的效率和准确性，保障了施工安全和周边环境稳定。
Automatic monitoring system for deep foundation pit
The invention relates to the technical field of foundation pit monitoring, and discloses a deep foundation pit automatic monitoring system which integrates a sensing end, a data processing end, a prediction end and a monitoring end and achieves comprehensive automatic monitoring of deep foundation pit engineering. The sensing end collects key parameters of the foundation pit and the surrounding environment in real time through various sensor assemblies and transmits the key parameters to the data processing end for cleaning, denoising and resolving. And the prediction end constructs a state prediction model by using a machine learning technology, predicts future state change of the foundation pit based on historical data, and continuously improves prediction accuracy through feature extraction, model evaluation and component optimization. And the monitoring end is responsible for displaying the monitoring data, the prediction result and the alarm information in real time and providing an intuitive and easy-to-use graphical interface for a user. The deep foundation pit monitoring efficiency and accuracy are effectively improved, and construction safety and surrounding environment stability are guaranteed.
本发明涉及基坑监测技术领域，公开了一种深基坑自动化监测系统，所述系统集成了感知端、数据处理端、预测端和监控端，实现了深基坑工程的全面自动化监测。感知端通过多种传感器组件实时采集基坑及周边环境的关键参数，并传输至数据处理端进行清洗、去噪和解算。预测端利用机器学习技术构建状态预测模型，基于历史数据预测基坑未来状态变化，并通过特征提取、模型评估和优化组件不断提升预测准确性。监控端则负责实时展示监测数据、预测结果和警报信息，为用户提供直观、易用的图形化界面。本发明有效提升了深基坑监测的效率和准确性，保障了施工安全和周边环境稳定。
Automatic monitoring system for deep foundation pit
一种深基坑自动化监测系统
LIU ZUBO (Autor:in) / LIU LONG (Autor:in) / YAN HONGWEI (Autor:in) / LIU XINGYE (Autor:in) / SHU NINGNING (Autor:in) / DENG YONGKANG (Autor:in) / SONG YU (Autor:in)
19.11.2024
Patent
Elektronische Ressource
Chinesisch
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