A method and system for nuclear radiation detection based on artificial intelligence

Abstract

The embodiment of the present invention discloses an artificial intelligence-based nuclear radiation detection method and system, the method includes at least one nuclear radiation detector performing radioactivity detection on each detection point, generating radiation image data and corresponding GPS geographic data, The detector performs preliminary risk assessment and early warning based on the radiation image data, and at the same time uploads the data to the cloud big data processing module through the Internet of Things in real time; the cloud big data processing module uses a pre-trained radiation image detection model to analyze the radiation image data Carry out accurate classification and identification, and synthesize the identified radiation image data and corresponding GPS geographic data, then perform risk rating, and send the risk rating information to the risk information receiving module and nuclear radiation detector; the risk information receiving module will receive The risk rating information of the monitoring personnel is transmitted to the monitoring personnel, and the corresponding protection plan is automatically activated through the risk warning unit by the monitoring personnel or when no instructions from the monitoring personnel are received.

Description

technical field [0001] The invention relates to the field of nuclear radiation detection, in particular to an artificial intelligence-based nuclear radiation detection method and system. Background technique [0002] With the development of science and technology, people use nuclear more and more widely. In addition to being used in laboratory research, it also plays an important role in the fields of industry, energy and medical treatment. Nuclear technology is widely used in industrial processing and testing. Nuclear scanners and radiotherapy have been popularized in the medical industry. The construction of nuclear power plants is in full swing. As nuclear radiation enters people's lives, the threat of nuclear radiation to life and health is also increasing. [0003] Nuclear radiation detection is a technology that protects people's life and health with the rise of nuclear applications. This technology detects the radioactive level near the radioactive source and judges ...

AI Technical Summary

Problems solved by technology

[0004] However, there are many shortcomings in the existing nuclear radiation detection technology: first, risk discrimination can only be carried out according to the protection standards set in advance, and it is difficult to deal with complex radiation conditions; second, the original data monitored cannot reflect the complex real situation, And the professionalism of the testing personnel is very high; the third is that each radiation detector detects independently, which cannot reflect the threat situation of the monitoring environment well

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