Method and system for realizing remote monitoring and management of industrial intelligent gateway in intelligent water affairs

Abstract

The invention discloses a method and system for realizing remote monitoring and management in intelligent water affairs by an industrial intelligent gateway, and relates to the technical field of industrial Internet of Things, and the method comprises the steps: collecting water affairs data at a first frequency through a distributed industrial intelligent gateway, uploading the water affairs data to a cloud end, and driving a digital twin hydraulic model to carry out steady state simulation; when the deviation between the measured data and the simulation data exceeds a dynamic confidence interval, marking a sentinel gateway and waking up a topological adjacent gateway to form a dynamic monitoring cluster at a higher frequency; assimilation calculation is carried out on the high-frequency data and the simulation data through unscented Kalman filtering, model parameters are calibrated in real time, and a high-fidelity model is output; starting a reinforcement learning agent based on the high-fidelity model to perform parallel deduction, and positioning an abnormal event source point; a disposal work order is generated and issued to the operation and maintenance terminal, and hydraulic isolation operation is executed; operation and maintenance feedback data are received and stored, and the intelligent agent strategy and assimilation parameters are periodically optimized. According to the invention, the precision, efficiency and automation level of water affair monitoring are improved.

Images