AUTOMATED RISK MANAGEMENT ALGORITHMS IN THE RECYCLING CYCLE RADIATION SECONDARY RAW MATERIALS

Korendyasev Stanislav Vasilyevich, Romashkova Oxana Nikolaevna, Kapterev Andrey Igorevich

The article discusses modern approaches to the construction of radiation risk management algorithms in the recycling cycle of secondary radiation raw materials at recycling complexes. The relevance of the study is due to the need to ensure the safety of technological processes and minimize the negative impact on the environment and human health in conditions of increasing volumes of radioactive waste. The work analyzes radiation risks at key stages of raw material processing, including transportation, sorting, processing and storage. Modern methods of their identification, assessment and minimization based on the use of quantitative methods of analysis, modeling and principles of a systematic approach are considered. Special attention is paid to the use of innovative technologies such as digital twins, artificial intelligence and machine learning to improve the effectiveness of risk management. Based on the analysis, approaches to the construction of algorithms integrated into the control systems of recycling complexes are proposed. These algorithms allow you to quickly assess the current radiation situation, predict potential emergencies and take preventive measures. An example of the implementation of the proposed solutions is given, including their testing in conditions close to real ones and an assessment of their effectiveness by a number of key indicators. The results of the study demonstrate that the implementation of the proposed approaches to the development of algorithms significantly reduces the likelihood of accidents, increases the environmental sustainability of processes and optimizes production operations. Conclusions are drawn about the prospects for further use of the proposed approaches in the field of radioactive waste processing and their adaptation to other industries. The article may be useful to specialists in the field of radioactive materials processing, environmentalists, industrial safety engineers, as well as researchers involved in radiation protection and risk management.

Keywords:radiation risks, recycling of secondary radiation raw materials, recycling complex, risk management, management algorithms, radiation safety, digital technologies, modeling, environmental sustainability, emergency situations