TY - GEN
T1 - Optimal Fire Distribution Method of Airborne Dispenser to Airport Runway Blockade Based on NSGA-II
AU - Zhou, Jiuli
AU - Shen, Junyi
AU - Bi, Wenhao
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.
PY - 2024
Y1 - 2024
N2 - This paper aims to solve the optimal fire distribution problem of using airborne dispensers to block airport runways. Firstly, based on the principle of airborne dispenser attacking airport runway, the blocking probability model of single dispenser is established. On this basis, the blocking probability model of multiple dispensers is established. Secondly, the objective function with the largest blocking probability and the smallest amount of ammunition is constructed, and the optimal fire distribution model of airborne dispenser is established. Finally, the NSGA-II algorithm is used to solve the optimal fire distribution problem of the airborne dispenser, and the optimal strike aiming point is selected. The simulation results show that this method can quickly and effectively solve the optimal fire distribution problem of the airport runway blockade by the airborne dispenser. The relationship between the attack angle and the blocking probability is analyzed. Compared with the MOPSO and NSGA methods, the NSGA-II has the best optimization performance.
AB - This paper aims to solve the optimal fire distribution problem of using airborne dispensers to block airport runways. Firstly, based on the principle of airborne dispenser attacking airport runway, the blocking probability model of single dispenser is established. On this basis, the blocking probability model of multiple dispensers is established. Secondly, the objective function with the largest blocking probability and the smallest amount of ammunition is constructed, and the optimal fire distribution model of airborne dispenser is established. Finally, the NSGA-II algorithm is used to solve the optimal fire distribution problem of the airborne dispenser, and the optimal strike aiming point is selected. The simulation results show that this method can quickly and effectively solve the optimal fire distribution problem of the airport runway blockade by the airborne dispenser. The relationship between the attack angle and the blocking probability is analyzed. Compared with the MOPSO and NSGA methods, the NSGA-II has the best optimization performance.
KW - Airborne dispenser
KW - Airport runway blockade
KW - Fire distribution
KW - Multi-objective optimization
KW - NSGA-II
UR - http://www.scopus.com/inward/record.url?scp=85200225564&partnerID=8YFLogxK
U2 - 10.1007/978-981-97-3998-1_32
DO - 10.1007/978-981-97-3998-1_32
M3 - 会议稿件
AN - SCOPUS:85200225564
SN - 9789819739974
T3 - Lecture Notes in Electrical Engineering
SP - 362
EP - 373
BT - 2023 Asia-Pacific International Symposium on Aerospace Technology, APISAT 2023, Proceedings - Volume I
A2 - Fu, Song
PB - Springer Science and Business Media Deutschland GmbH
T2 - Asia-Pacific International Symposium on Aerospace Technology, APISAT 2023
Y2 - 16 October 2023 through 18 October 2023
ER -