Dams, flood discharge facilities, and other hydraulic structures are important foundational infrastructure for the national economy, and they play a massive role in domains such as flood control, power generation, irrigation, and shipping. However, during the process of their operation, they are subject at all times to the cyclical effects of various dynamic and static loads, as well as to erosion and corrosion brought by harsh environments, while also at the same time also facing various sudden hazards, and their overall safety gradually declines over time. For this reason, the Dadu River Company has come up with a method to build a smart safety forecast and warning model through real-time perception of the operational status of hydraulic structures, in order to achieve real-time operational monitoring, as well as risk anticipation and early warning for hydraulic structures.