D. Bugayko, O. Leshchynskyi, N. Sokolova, Z. Zamiar, V. Isaienko
{"title":"运用分形和统计工具对航空安全管理系统进行分析","authors":"D. Bugayko, O. Leshchynskyi, N. Sokolova, Z. Zamiar, V. Isaienko","doi":"10.26411/83-1734-2015-4-44-5-19","DOIUrl":null,"url":null,"abstract":"World civil aviation is an open-source system that is affected by a large number of related and non-related factors. Aviation safety is one of the prioritized directions in the industry. Its managerial decision-making is primarily based on a versatile analysis of security data in which the choice of the appropriate mathematical apparatus is fundamental. This article suggests applying fractal-statistical analysis to evaluate the aviation safety management system in terms of determining the random distribution of quantitative dynamics of aircraft crashes with lethal consequences in the period from 1946 to 2017. This allows us to verify the adequacy of probabilistic approaches appliance in analysing the dynamics of aviation disasters. The results of research carried out on the basis of the Hurst exponent have allowed us to conclude that the dynamics of aviation disasters is characterized by the effect of \"spatial memory\". In other words, these are \"hidden laws\" which further investigation can become an effective tool for the development of proactive methods in managing aviation safety.","PeriodicalId":45963,"journal":{"name":"International Journal of Shipping and Transport Logistics","volume":"55 1","pages":""},"PeriodicalIF":1.4000,"publicationDate":"2020-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Analysis of the aviation safety management system by fractal and statistical tools\",\"authors\":\"D. Bugayko, O. Leshchynskyi, N. Sokolova, Z. Zamiar, V. Isaienko\",\"doi\":\"10.26411/83-1734-2015-4-44-5-19\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"World civil aviation is an open-source system that is affected by a large number of related and non-related factors. Aviation safety is one of the prioritized directions in the industry. Its managerial decision-making is primarily based on a versatile analysis of security data in which the choice of the appropriate mathematical apparatus is fundamental. This article suggests applying fractal-statistical analysis to evaluate the aviation safety management system in terms of determining the random distribution of quantitative dynamics of aircraft crashes with lethal consequences in the period from 1946 to 2017. This allows us to verify the adequacy of probabilistic approaches appliance in analysing the dynamics of aviation disasters. The results of research carried out on the basis of the Hurst exponent have allowed us to conclude that the dynamics of aviation disasters is characterized by the effect of \\\"spatial memory\\\". In other words, these are \\\"hidden laws\\\" which further investigation can become an effective tool for the development of proactive methods in managing aviation safety.\",\"PeriodicalId\":45963,\"journal\":{\"name\":\"International Journal of Shipping and Transport Logistics\",\"volume\":\"55 1\",\"pages\":\"\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2020-03-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Shipping and Transport Logistics\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.26411/83-1734-2015-4-44-5-19\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Shipping and Transport Logistics","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.26411/83-1734-2015-4-44-5-19","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MANAGEMENT","Score":null,"Total":0}
Analysis of the aviation safety management system by fractal and statistical tools
World civil aviation is an open-source system that is affected by a large number of related and non-related factors. Aviation safety is one of the prioritized directions in the industry. Its managerial decision-making is primarily based on a versatile analysis of security data in which the choice of the appropriate mathematical apparatus is fundamental. This article suggests applying fractal-statistical analysis to evaluate the aviation safety management system in terms of determining the random distribution of quantitative dynamics of aircraft crashes with lethal consequences in the period from 1946 to 2017. This allows us to verify the adequacy of probabilistic approaches appliance in analysing the dynamics of aviation disasters. The results of research carried out on the basis of the Hurst exponent have allowed us to conclude that the dynamics of aviation disasters is characterized by the effect of "spatial memory". In other words, these are "hidden laws" which further investigation can become an effective tool for the development of proactive methods in managing aviation safety.