TY - GEN
T1 - Modeling of Aircraft Maintenance Personnel Requirements Based on Queuing Theory with Experimental Validation
AU - Zhou, Shentianyu
AU - Duan, Qichao
AU - Qiang, Yudong
AU - Wan, Fangyi
AU - Liu, Guanghui
AU - Wei, Hao
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Based on the theory of queuing theory and the characteristics of aircraft logistics support maintenance, this paper studies the needs of logistics support personnel in aircraft operation. The demand model of airline maintenance personnel is established. χ2 fit is applied to test the maintenance data, the input flow follows the Poisson distribution, and the aircraft maintenance time follows the negative exponential distribution. In the simulation part, the effects of service order, system load, and the completeness of system maintenance on the performance of the queuing system are studied, it is concluded that the service sequence and system load have a significant impact on the system performance.
AB - Based on the theory of queuing theory and the characteristics of aircraft logistics support maintenance, this paper studies the needs of logistics support personnel in aircraft operation. The demand model of airline maintenance personnel is established. χ2 fit is applied to test the maintenance data, the input flow follows the Poisson distribution, and the aircraft maintenance time follows the negative exponential distribution. In the simulation part, the effects of service order, system load, and the completeness of system maintenance on the performance of the queuing system are studied, it is concluded that the service sequence and system load have a significant impact on the system performance.
KW - probability distribution test
KW - queuing theory
KW - system performance index
UR - http://www.scopus.com/inward/record.url?scp=85143150551&partnerID=8YFLogxK
U2 - 10.1109/PHM-Yantai55411.2022.9942152
DO - 10.1109/PHM-Yantai55411.2022.9942152
M3 - 会议稿件
AN - SCOPUS:85143150551
T3 - 2022 Global Reliability and Prognostics and Health Management Conference, PHM-Yantai 2022
BT - 2022 Global Reliability and Prognostics and Health Management Conference, PHM-Yantai 2022
A2 - Guo, Wei
A2 - Li, Steven
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 Global Reliability and Prognostics and Health Management Conference, PHM-Yantai 2022
Y2 - 13 October 2022 through 16 October 2022
ER -