This invention belongs to the technical field of
geotechnical engineering monitoring, and relates to a
geotechnical engineering monitoring
trend prediction system based on
big data. It includes the following modules: a
data acquisition module for generating real-time front-end differential response signals; a threshold judgment module for generating local early warning trigger events; an array activation module for converting into a directional activated local high-sensitivity monitoring array; a
data integration module for generating chain response data clusters; a vector analysis module for constructing spatial damage vector chains; and a decision output module for outputting structured early warning decision instructions. This invention addresses the problem that traditional monitoring points are often isolated, lacking the ability to intuitively reveal the propagation path and speed of damage through intelligent, interconnected spatial array sensing driven by physical events.