航班计划优化研究概述

从航班计划优化的不同时间阶段分析,可以将航班计划优化分为航班计划静态编排优化、基于航班延误预测的航班计划动态反馈优化和基于机场协同决策(A-CDM)的航班计划动态调整角度三类;进而从航班时刻、机型指派、航班频率等编制环节分析了航班计划静态编排优化;随后利用延误波及预测与数据挖掘预测的优化方法分析了基于航班延误预测的航班计划动态反馈优化的相关研究。最后,根据航班计划优化复杂性分析,给出了航班计划优化的发展趋势和未来研究方向。

Overview of Flight Planning Optimization Research

From the analysis of different time stages of flight planning optimization,flight planning optimization can be divided into three aspects:static flight planning optimization,flight planning dynamic feedback optimization based on flight delay prediction,and flight planning dynamic adjustment based on airport collaborative decision-making(A-CDM).Then,it analyzes the static scheduling and optimization of flight plans from the preparation links of flight schedules,aircraft type assignments,and flight frequencies;then uses the optimization method of delay spread prediction and data mining prediction to analyze the correlation of flight plan dynamic feedback optimization based on flight delay prediction the study.Finally,according to the complexity analysis of flight plan optimization,the development trend and future research directions of flight plan optimization are given.