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Optimization Method of Aircraft Centroid Adjustment based on k-means Clustering Entropy Weight Evaluation
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Xiaochuan TIAN, Liyong YU, Bin BAI, Si CHEN, Wenkai HE
Missiles and Space Vehicles | 2025, 48(1) : 37 - 41
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Missiles and Space Vehicles | 2025, 48(1): 37-41
Launch Vehicle and Missile
Optimization Method of Aircraft Centroid Adjustment based on k-means Clustering Entropy Weight Evaluation
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Xiaochuan TIAN, Liyong YU, Bin BAI, Si CHEN, Wenkai HE
Affiliations
  • China Academy of Launch Vehicle Technology,Beijing,100076
Published: 2025-02-25 doi: 10.7654/j.issn.2097-1974.20250105
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In response to the complex and time-consuming process of adjusting the center of gravity of aircraft, k-means clustering method is used to cluster the historical data of aircraft counterweight. Based on the clustering results of samples, the standard counterweight of aircraft under different samples is calculated. Then, the centroid offset of aircraft with standard counterweight is calculated through simulated assembly, and a series of statistical data are obtained. After that, the comprehensive evaluation method based on entropy weight is used to compare the results of centroid adjustment, and the optimal standard counterweight of aircraft is selected, thus simplifying the adjustment process of aircraft centroid and greatly improving the producting efficiency of aircraft.

k-means  /  entropy weight evalution model  /  aircraft centroid adjustment  /  cluster
Xiaochuan TIAN, Liyong YU, Bin BAI, Si CHEN, Wenkai HE. Optimization Method of Aircraft Centroid Adjustment based on k-means Clustering Entropy Weight Evaluation[J]. Missiles and Space Vehicles, 2025 , 48 (1) : 37 -41 . DOI: 10.7654/j.issn.2097-1974.20250105
Year 2025 volume 48 Issue 1
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doi: 10.7654/j.issn.2097-1974.20250105
  • Receive Date:2024-01-30
  • Online Date:2025-07-21
  • Published:2025-02-25
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  • Received:2024-01-30
  • Revised:2024-12-07
Affiliations
    China Academy of Launch Vehicle Technology,Beijing,100076
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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