Data Sources and Analysis Processes for Identifying Emerging Trends

被引：0

作者：

机构：

来源：

Transportation Research Board - Special Report | 2022年 / 344期

关键词：

Risk assessment;

D O I：

10.17226/26673

中图分类号：

学科分类号：

摘要：

Review data and analyses of all relevant sources of information, such as operational data being used by the Federal Aviation Administration (FAA) and the air transport industry to monitor for potential safety concerns; government and industry voluntary aviation safety reporting systems; FAA’s annual safety culture assessment; and other sources the committee deems appropriate, including National Transportation Safety Board accident investigations; FAA investigations of accidents and incidents; air carrier incidents and safety indicators; and international investigations of accidents and incidents, including information from foreign authorities and the International Civil Aviation Organization (ICAO). The committee will assess whether these available sources of information are being analyzed in ways that can help identify emerging safety risks as the aviation system evolves and whether other information should be collected and analyzed for this purpose, such as data on accident precursors. © 2022 National Research Council. All rights reserved.

引用

页码：47 / 76

页数：29

共 20 条

[1]

Crayton L., Hackworth C., Roberts C. A., King S. J., Line Operations Safety Assessments (LOSA) in maintenance and operations: Final report, (2017)

[2]

Das S., Matthews B., Srivastava A. N., Oza N. C., Multiple kernel learning for heterogeneous anomaly detection: Algorithm and aviation safety case study, Proceedings of the ACM SIGKDD Knowledge Discovery and Data Mining Conference, pp. 47-56, (2010)

[3]

Fatigue risk management systems for aviation safety, (2013)

[4]

Safety management systems for aviation service providers, (2015)

[5]

(2019)

[6]

(2020)

[7]

(2013)

[8]

Gariel M., Srivastava A. N., Feron E., Trajectory clustering and an application to airspace monitoring, IEEE Transactions on Intelligent Transportation Systems, 12, 4, pp. 1511-1524, (2011)

[9]

Klinect J. R., Murray P., Merritt A., Helmreich R., Line Operations Safety Audit (LOSA): Definition and operating characteristics, Proceedings of the 12th International Symposium on Aviation Psychology, pp. 663-668, (2003)

[10]

Marais K., Robichaud M., Analysis of trends in aviation maintenance risk: An empirical approach, Reliability Engineering and System Safety, 106, pp. 104-118, (2012)

← 1 2 →