A Knowledge-Data-Driven Emergency Decision Support Method for Aviation Support Operation Risk
Yihui Gong, Jing Liu, Hongwei Guo, Tian Bai, Chengyu Li, Zhaoting Yuan · Advances in economics, business and management research/Advances in Economics, Business and Management Research · 2023
The aviation support system is the core of ensuring the safe takeoff and landing of aircraft and orderly operation.However, when the aviation support task is carried out, there are many factors leading to disasters, with a wide range of impacts, leading to difficult safety management.Therefore, it is necessary to avoid the occurrence of risks and quickly curb the spread of risks.In view of the problems of high timeliness and complexity of aviation support operation risk decision-making, the characteristic attributes of three parts of the disposal process are given through the analysis of the decision-making process.A knowledgedata-driven emergency decision support method for aviation support operation risk, based on case-based reasoning and rule-based reasoning is proposed, which can quickly generate effective decision schemes.With the verification of 20 cases of aviation support operation risk, the performance of the hybrid method was better than pure CBR or RBR.