Integrated Evaluation for Operation Performance of Air Traffic Control in Terminal Area
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摘要: 为定量评价繁忙终端区空中交通管制运行品质,以成都终端区为研究对象,针对单跑道终端区,建立了包括管制业务量、安全性能、效率性能、工作负荷及交通拥挤度的管制运行品质定量评价指标体系.根据专家意见选取20个相对独立的指标,给出了基于主成分分析法的综合评价方法.采集覆盖一周每日繁忙时段10:00~22:00的 84个样本,得到各时段的管制运行品质综合评价结果.经K-均值聚类分析及实际运行表明,本文方法可行,评价结果与实际情况相符.评价结论为终端区的运行策略优化提供了依据.Abstract: An evaluation method for operation performance of terminal control at a single-runway airport was proposed by integrating principal component analysis and K-means cluster analysis. The Chengdu terminal area with a single runway was taken as an example of application of the proposed method. According to expert questionnaires, a three-layer index system was prepared, from which 20 indexes as independent as possible were chosen as raw data for principal component analysis, and 84 sets of samples, one for the period of an hour, were collected from everyday peak periods (10:0022:00) of a week. The evaluation results were in fairly good consistency with those by experts. They also fed back for optimization of operation performance of terminal control, and desired results were achieved.
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ICAO (International Civil Aviation Organization). Annex 11 to the convention on international civil aviation-2001 air traffic services[S. Montreal: ICAO, 2001. [2] ICAO. Doc9689-AN/953-1998 manual on airspace planning methodology for the determination of separation minima[S. Montreal: ICAO, 1998. [3] 徐肖豪,李冬宾,李雄. 飞行间隔安全评估研究[J. 航空学报,2008,29(6): 1411-1418. XU Xiaohao, LI Dongbin, LI Xiong. Research on safety assessment of flight separation[J. Acta Aeronautica et Astronautica Sinica, 2008, 29(6): 1411-1418. [4] VISMARI L F, CAMARGO JUNIOR J B. A safety assessment methodology applied to CNS/ATM-based air traffic control system[J. Reliability Engineering and System Safety, 2011, 96(7): 727-738. [5] ICAO. Doc9613-AN/937-2008 performance-based navigation manual[S. Montreal: ICAO, 2008. [6] ICAO. Doc9750-AN/963-2007 global air navigation plan[S. Montreal: ICAO, 2007. [7] ICAO. Doc9883-2009 manual on global performance of the air navigation system[S. Montreal: ICAO, 2009. [8] 赵嶷飞,张亮. 航班延误统计指标体系及延误等级评估研究[J. 交通运输工程与信息学报,2009,7(2): 9-15. ZHAO Yifei, ZHANG Liang. Research on the flight delay statistical index system and rating assessment [J. Journal of Transportation Engineering and Information, 2009, 7(2): 9-15. [9] 张静,徐肖豪,王飞,等. 基于模糊线性回归模型的机场延误性能评估[J. 交通运输工程学报,2010,10(4): 109-114. ZHANG Jing, XU Xiaohao, WANG Fei, et al. Airport delay performance evaluation based on fuzzy linear regression model[J. Journal of Traffic and Transportation Engineering, 2010, 10(4): 109-114. [10] 张明,韩松臣. 基于可拓学的管制员工作负荷综合评价[J. 南京航空航天大学学报,2008,40(6): 840-844. ZHANG Ming, HAN Songchen. Integrated evaluation of controller workload based on extenics[J. Journal of Nanjing University of Aeronautics and Astronautics, 2008, 40(6): 840-844. [11] COLLETA C, AVERTYB P, DITTMAR A. Autonomic nervous system and subjective ratings of strain in air-traffic control[J. Applied Ergonomics, 2009, 40(1): 23-32. [12] ICAO. Doc9426-AN/924-1984 air traffic service planning manual[S. Montreal: ICAO, 1984. [13] 岳仁田,赵嶷飞,罗云. 空中交通拥挤判别指标的建立与应用[J. 中国民航大学学报,2008,26(3): 30-35. YUE Rentian, ZHAO Yifei, LUO Yun. Construction and application of congestion discrimination index for air traffic[J. Journal of Civil Aviation University of China, 2008, 26(3): 30-35. [14] 张进,胡明华,张晨. 空中交通管理中的复杂性研究[J. 航空学报,2009,30(11): 2132-2142. ZHANG Jin, HU Minghua, ZHANG Chen. Complexity research in air traffic management[J. Acta Aeronautica et Astronautica Sinica, 2009, 30(11): 2132-2142. [15] 张进,胡明华,张晨. 交叉航路空域的时隙可用性评估方法[J. 西南交通大学学报,2010,45(6): 958-964. ZHANG Jin, HU Minghua, ZHANG Chen. Evaluation method for time-slot availability of crossing air route[J. Journal of Southwest Jiaotong University, 2010, 45(6): 958-964. [16] JOHNSON R A, WICHERN D . 实用多元统计分析[M. 4版. 陆璇,译. 北京:清华大学出版社,2001: 347-379. [17] 张德丰,许华兴,王旭宝,等. MATLAB概率与数理统计分析[M. 北京:机械工业出版社,2010: 277-285.
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