Tiny mass eccentricity;
Small-caliber projectile;
Bullet;
Artificial intelligence algorithm;
Global sensitivity analyses;
Precision trials;
ANFIS;
Sobol's algorithm;
GLOBAL SENSITIVITY INDEXES;
AXIAL THRUST;
PREDICTION;
SYSTEM;
OPTIMIZATION;
SATELLITE;
DESIGN;
D O I:
10.1016/j.dt.2020.05.017
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
This study investigates and quantifies some possible sources affecting the position of impact points of small caliber spin-stabilized projectiles (such as 12.7 mm bullets). A comparative experiment utilizing the control variable method was designed to figure out the influence of tiny eccentric centroids on the projectiles. The study critically analyzes data obtained from characteristic parameter measurements and precision trials. It also combines Sobol's algorithm with an artificial intelligence algorithmd-Adaptive Neuro-Fuzzy Inference Systems (ANFIS) e in order to conduct global sensitivity analysis and determine which parameters were most influential. The results indicate that the impact points of projectiles with an entry angle of 0 degrees deflected to the left to that of projectiles with an entry angle of 90 degrees. The difference of the mean coordinates of impact points was about 12.61 cm at a target range of 200 m. Variance analysis indicated that the entry angle e i.e. the initial position of mass eccentricity e had a notable influence. After global sensitivity analysis, the significance of the effect of mass eccentricity was confirmed again and the most influential factors were determined to be the axial moment and transverse moment of inertia (Izz Iyy), the mass of a projectile (m), the distance between nose and center of mass along the symmetry axis for a projectile (L-m), and the eccentric distance of the centroid (L-r). The results imply that the control scheme by means of modifying mass center (moving mass or mass eccentricity) is promising for designing small-caliber spin-stabilized projectiles. (C) 2020 China Ordnance Society. Production and hosting by Elsevier B.V.
机构:
School of Mechanical Engineering, Nanjing University of Science and TechnologySchool of Mechanical Engineering, Nanjing University of Science and Technology
Chuan-lin Chen
Hui Xu
论文数: 0引用数: 0
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机构:
School of Mechanical Engineering, Nanjing University of Science and TechnologySchool of Mechanical Engineering, Nanjing University of Science and Technology
Hui Xu
Chen-lei Huang
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h-index: 0
机构:
School of Mechanical Engineering, Nanjing University of Science and TechnologySchool of Mechanical Engineering, Nanjing University of Science and Technology
Chen-lei Huang
Zhong-xin Li
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h-index: 0
机构:
School of Mechanical Engineering, Nanjing University of Science and TechnologySchool of Mechanical Engineering, Nanjing University of Science and Technology
Zhong-xin Li
Zhi-lin Wu
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h-index: 0
机构:
School of Mechanical Engineering, Nanjing University of Science and TechnologySchool of Mechanical Engineering, Nanjing University of Science and Technology
机构:
French German Res Inst St Louis ISL, St Louis, France
Univ Lorraine, CRAN UMR 7039, Res Ctr Automat Control Nancy, Longwy, FranceFrench German Res Inst St Louis ISL, St Louis, France
Seve, Florian
Theodoulis, Spilios
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h-index: 0
机构:
French German Res Inst St Louis ISL, St Louis, FranceFrench German Res Inst St Louis ISL, St Louis, France
Theodoulis, Spilios
Wernert, Philippe
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h-index: 0
机构:
French German Res Inst St Louis ISL, St Louis, FranceFrench German Res Inst St Louis ISL, St Louis, France
Wernert, Philippe
Zasadzinski, Michel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lorraine, CRAN UMR 7039, Res Ctr Automat Control Nancy, Longwy, FranceFrench German Res Inst St Louis ISL, St Louis, France
Zasadzinski, Michel
Boutayeb, Mohamed
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lorraine, CRAN UMR 7039, Res Ctr Automat Control Nancy, Longwy, FranceFrench German Res Inst St Louis ISL, St Louis, France
Boutayeb, Mohamed
2014 INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT),
2014,
: 358
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363