The application relates to the technical field of foam fire extinguishing mixing, and discloses a foam fire extinguishing agent multi-component proportion mixing method and a foam mixing generating device. The foam fire extinguishing agent multi-component proportion mixing method comprises the following steps: acquiring fire scene information in real time through multi-
modal sensing, identifying a fire type and an environmental condition by using an edge AI model based on the fire scene information, and generating a structured fire condition
label. Through edge AI local reasoning and a straight-through mixing
path design, the first
dose of foam can be quickly sprayed out after fire confirmation, the golden fire extinguishing time is effectively seized, the method is especially suitable for fast-spreading fire conditions such as
lithium batteries, a three-stage composite formula is dynamically called according to the fire condition, high-cost functional components are added only when needed, fire extinguishing efficiency is improved, multi-
modal sensing and a closed-loop feedback mechanism are fused, even if there is deviation in initial identification, the components and mixing parameters can be corrected in real time through fire scene feedback, and fire extinguishing failure caused by misjudgment is avoided.