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This text highlights the significance of flight safety in China's civilaviation industry and emphasizes the need for comprehensive research. Itfocuses on two main areas: analyzing exceedance events and statisticallyevaluating non-exceedance data. The challenges of current approaches lie ininsufficient cause analysis for exceedances. The proposed solutions involvedata preprocessing, reliability assessment, quantifying flight control usingneural networks, exploratory data analysis, flight personnel skill evaluationwith machine learning, and establishing real-time automated warnings. Theseendeavors aim to enhance flight safety, personnel assessment, and warningmechanisms, contributing to a safer and more efficient civil aviation sector.

Aviation Safety Risk Analysis and Flight Technology Assessment Issues