2results about How to "Predict in advance" patented technology

The invention discloses a drainage basin ecological hydrological process simulation and prediction system based on a mechanism hydrological model and AI coupling, and relates to the technical field of drainage basin ecological hydrological simulation and prediction. Multi-source data integration and preprocessing are carried out through a data input layer, and a standardized data set is output and provided for a model coupling layer; the model coupling layer directly receives the standardized data set of the data input layer and outputs an optimized simulation result and a predicted value to the simulation and prediction layer; the simulation prediction layer receives a simulation result and a prediction value of the model coupling layer, performs multi-dimensional ecological hydrological element collaborative simulation and short-term-medium and long-term scene adaptive prediction, and outputs a simulation prediction result to the result output layer; and the result output layer receives the simulation prediction result of the simulation prediction layer and provides visual interaction and decision suggestion generation functions. The invention provides an innovative scheme of deep fusion of a mechanism model and an AI technology, and comprehensive requirements of physical rationality, data fitting precision, multi-element coverage and efficient response are covered.

This utility model discloses a highway slope displacement monitoring and early warning device, relating to the field of slope monitoring technology. It includes: a base, anchored to a stable slope on one side of a crack via a first fixing column; a fixing block, anchored to the other side of the crack via a second fixing column; an arc-shaped sensing rod, with its two ends connected to the base and the fixing block respectively, and its middle section bent away from the slope; the arc-shaped sensing rod is hollow inside, and contains several elastic deformation force sensors arranged sequentially along its length; and it also has a visual warning unit. Using this solution, the device can receive and transmit data on changes in local stress based on the displacement of the arc-shaped sensing rod's two ends. After data analysis and processing, the device is linked to the visual warning unit, quickly alerting pedestrians or vehicles while also facilitating the location of monitoring points for professionals.