Slope stability monitoring system for spoil grounds

A slope stability monitoring system for spoil grounds, comprising:

• a data collection module:
• responsible for collecting deformation data of a slope in real time through various sensors deployed on the slope of a spoil ground, and acquiring macro information of the slope using aerial images and digital elevation images;
• and
• a data transmission module:
• responsible for transmitting the collected data to a data processing center in real time using the Internet of Things (IoT) technology, comprising wired transmission and wireless transmission, wherein
• the data processing center comprises a data processing and analysis module, an early warning and decision support module and a user interaction module;
• the data processing and analysis module:
• responsible for processing and analyzing the transmitted data, evaluating the stability state of the slope by constructing a slope stability model, and generating some new and virtual unstable slope data through generative adversarial network (GAN) to supplement a training set based on known unstable slope features in a construction of the slope stability model;
• the early warning and decision support module:
• responsible for setting an early warning threshold, comparing an output result of the slope stability model with the early warning threshold, automatically triggering an early warning mechanism once the output result exceeds the threshold, sending early warning information to relevant personnel through the user interaction module, providing decision support function at the same time, and providing a basis for slope reinforcement and treatment;
• and
• the user interaction module:
• responsible for providing operation interface and visual display function;
• and viewing slope monitoring data, stability evaluation results, early warning information and decision support by users in real time through an operation interface.