The invention belongs to the field of
engineering technology risk management, and provides a tunnel and underground
engineering safety risk multi-identification intelligent sensing method. The implementation of the method comprises the following steps: firstly, acquiring multi-
modal data on a tunnel and an underground
engineering structure by using a multi-identification method; constructing and training an engineering
safety risk prediction model; and performing dynamic quantitative evaluation on the tunnel and underground engineering
safety risk by using the trained engineering safety risk prediction model. According to the method, the multi-recognition
perception technology and the
artificial intelligence technology are combined, safety risk information in the tunnel and underground engineering can be observed, the method can be applied to safety risk management in the tunnel and underground engineering, the safety
risk level of the tunnel in the construction period and the operation period is evaluated, and the safety risk
management efficiency is improved. And the safe state of the tunnel and the underground engineering can be expressed quickly and accurately.