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Optimal Design for Multi-response Experiments of USV Using Statistical Power 24

Optimal Design for Multi-response Experiments of USV Using S...

引用

8th International Conference on Computing and Data Analysis, ICCDA 2024

作者： Peng, Zeng Xiaodi, Zhu Chao, Wang Ruihan, Luo Yidan, Zhang Jin, Xie CSSC Systems Engineering Research Institute Beijing China

ISBN: (纸本)9798400710445

Designed experiments can be a powerful tool for gaining fundamental understanding of systems and processes. Many experiments on a system or process have multiple responses of interest, each with potentially different data types and hence underlying distributions. In development tests and operational tests, tests with multiple responses are common. Many tests have continuous responses, binary responses, and counting responses. However, due to limited conditions, it is impossible to conduct tests for different responses separately. Instead, a relatively optimal experimental design must be used to simultaneously test whether these responses meet specific index requirements. However, even based on the same optimization criterion, the optimal design for a normal response may be very different from the optimal design for a non-normal response. This work presents a new approach to experimental designs for multi-response systems. The normal, binomial and Poisson distributions are considered as potential responses. This method further adds the statistical power optimization criterion on the basis of the weighted D-optimal design criterion, which can take into account the D-optimal design efficiency and statistical power of the experimental design and achieve the optimal design of multi-response experimental problems. The statistical power of normal and non-normal responses is evaluated by analytical method and Monte Carlo method respectively, and is implemented in the point exchange algorithm. The method is demonstrated and illustrated through a case study of experimental design for testing the detection performance of an unmanned surface vessel(USV) against an aerial target. © 2024 Copyright held by the owner/author(s).

关键词： Poisson distribution

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Influence of Charging in Different Mediums on the Effectiveness of Warship's Side Destruction

Influence of Charging in Different Mediums on the Effectiven...

引用

2024 International Conference on Mechatronics and Intelligent Control, ICMIC 2024

作者： Zhang, Bing Shi, Rui Wang, Xinyu Cai, Zilei Du, Yining Zhang, Wenyi CSSC Systems Engineering Research Institute Beijing Beijing100094 China

ISBN: (数字)9781510686847

ISBN: (纸本)9781510686830

Warships have become an important combat force in the maritime battlefield environment, and how to carry out anti-warship missions based on existing warshipboard equipment has become the focus of the current combat application. This paper takes the foreign large-caliber naval gun ammunition as the research object, and analyses its destructive effect on warship targets. First of all, based on numerical simulation method to carry out naval gun munitions power modelling, and then analyze the effect of the fighting part of the role of the medium and the location of the explosion point on the warship target damage power. Simulation results show that: large-calibre naval artillery munitions have the ability to effectively damage the port side of the warship, and its destructive effect is mainly related to the explosive medium, explosion location and fuse action mechanism and other factors, so the proposed reasonable combat method in the field of anti-warship combat can achieve better performance, and effectively support the naval artillery weapon to carry out anti-warship tasks. © 2025 SPIE.

关键词： Ammunition

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research on optimized guidance strategy of High-Spin projectile with corrected fuze

Research on optimized guidance strategy of High-Spin project...

引用

2024 International Conference on Aerospace, Mechanical and Materials engineering, AMME 2024

作者： Qiu, Liliang Wang, Yifan Ma, Wenxuan Hu, Ziye Zhang, Bing CSSC Systems Engineering Research Institute Beijing100094 China Shenyuan College Beihang University Beijing100191 China

Correction fuses have been widely used in the information battlefield in recent years due to their advantages of low cost, convenient replacement, and high cost-effectiveness. The high rotation projectile equipped with a correction fuse has complex angular motion due to its rotational stability characteristics during correction. In response to more complicated situations such as marine weather, ocean currents, tides, etc., in maritime combat environments, the correction capability is limited, and the atmospheric environment interference is limited, especially in terms of the longitudinal guidance and control accuracy of the projectile, which is reduced. Aiming at the limitations of traditional guidance and control methods for trajectory correction fuses in actual shooting, this paper analyzes the angular motion law of the correction fuse and proposes an optimized guidance and control strategy based on neural networks. The LSTM algorithm is used to generate a dataset, estimate the longitudinal shooting error under different meteorological environments, and predict and plan the control instructions to improve the guidance accuracy of the trajectory correction fuse. © 2025 institute of Physics Publishing. All rights reserved.

关键词： Projectiles

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Factor Analysis of Deep-Sea Acoustic Fields Based on Polynomial Chaos Expansion 24

Factor Analysis of Deep-Sea Acoustic Fields Based on Polynom...

引用

3rd International Conference on Signal Processing, Computer Networks and Communications, SPCNC 2024

作者： Liu, Yulong Xing, Tao Wang, Zhenzhu Li, Jianlong College of Information Science & Electronic Engineering Zhejiang University Zhejiang Hangzhou China CSSC Systems Engineering Research Institute Beijing China

ISBN: (纸本)9798400710834

Oceanic environmental parameters exhibit random spatial and temporal distributions, leading to significant uncertainty in underwater acoustic fields. Identifying which environmental parameters the sound field is responsive to becomes crucial prior information. This paper proposes using the polynomial chaos expansion method combined with the Sobol’ indices to quantitatively assess the impact of environmental parameters on the energy and phase of the deep-sea acoustic field. Using sea trial data, the influence of hydrological and seabed parameters on factors in the near-field deep-sea environment is assessed, with Ray theory offering explanations for Sobol’ indices distribution. The results indicate that the sound speed of the water column from the transmission depth to the reception depth is the most critical environmental factor;the water sound speed above the transmission depth becomes significant;the water sound speed below the reception depth and seabed parameters are less important factors. This study provides a viable factor analysis method for deep-sea environments, offering essential reference information for simulation or experimental setups. © 2024 Copyright held by the owner/author(s).

关键词： Polynomials

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Simulation Analysis of Explosion Shock Wave Damage to Coyote UAV Structure

Simulation Analysis of Explosion Shock Wave Damage to Coyote...

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2024 International Conference on Mechatronics and Intelligent Control, ICMIC 2024

作者： Zhong, Rujun Zhang, Bing Shi, Rui Qiu, Yafeng Zhang, Wenyi Wang, Xinyu CSSC Systems Engineering Research Institute Beijing100094 China School of Mechanical Engineering Nanjing University of Science and Technology Nanjing210094 China

ISBN: (数字)9781510686847

ISBN: (纸本)9781510686830

A study was carried out on the damage to small unmanned structures caused by shock waves, and an equivalent three-dimensional model was established using the Coyote UAV as a typical small unmanned aircraft. A variety of explosion shock wave on the unmanned aircraft damage factors for simulation analysis and calculation, the shock wave on the unmanned aircraft structure of the form of damage, combat shock wave on the "coyote" unmanned aircraft damage numerical calculations for the relevant combat unit to combat the "coyote" The results of the numerical calculation of the damage to the Coyote UAV by the shock wave of the combat unit provide reference data for the relevant combat unit to strike the Coyote UAV, which lays a certain foundation for the subsequent research. © 2025 SPIE.

关键词： Aircraft accidents

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An Self Disturbance Rejection Control Boost Converter Based on Fractional Order Model Suitable for Underwater Energy Supply System 19th

An Self Disturbance Rejection Control Boost Converter Based ...

引用

19th Annual Conference of China Electrotechnical Society, ACCES 2024

作者： Zhang, Zhijie Yang, Jie Liu, Fang Zhao, Na Wang, Yexiong Zhou, Yuying CSSC Systems Engineering Research Institute Beijing China Zhejiang Guoli Security Technology Co. Ltd. Hangzhou China

ISBN: (纸本)9789819613823

This paper focuses on the modeling and control strategy of the DC converter used in the fuel cell (FC) system of the underwater preset energy supply platform (UPESP). Based on the special environment and usage requirements of converters in UPESP, a fractional order model-based self-disturbance rejection (SDR) controller for FC BOOST converters is proposed. The fractional order model of the FC BOOST converter is first established, and then the SDR controller is studied based on the fractional order model. The design method of SDR converter is presented and discussed. The simulation model is established to simulate the characteristics of the model at different orders, and the effectiveness of the pro-posed control strategy. © Beijing Paike Culture Commu. Co., Ltd. 2025.

关键词： Disturbance rejection

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research on Digital Simulation of Space Camera Imaging Chain Based on Static MTF Mathematical Model 4

Research on Digital Simulation of Space Camera Imaging Chain...

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4th International Computational Imaging Conference, CITA 2024

作者： Bu, Fan Yao, Dalei Cao, Weicheng Wang, Xueli Wang, Jie Xi'an Institute of Optics and Precision Mechanics of CAS Shaanxi Xi'an710049 China Space System Department China CSSC Systems Engineering Research Institute China

ISBN: (纸本)9781510688834

According to the different characteristics of space photoelectric imaging system in time domain and frequency domain, a digital model of photoelectric imaging system based on modulation transfer function (MTF) is adopted in this paper. According to the analysis of MTF digital model of optical system, detector system and electronics system in space camera imaging system, the total MTF of imaging system is calculated by simulation. The full chain simulation of the space camera imaging system was completed, and the comparison and analysis of the laboratory test results showed that the error between the simulation results and the measured MTF results was within a reasonable range of 5%, which verified the rationality and accuracy of this simulation method, and provided a theoretical basis for the subsequent design, performance optimization and evaluation of the space camera imaging system. © 2025 SPIE.

关键词： Frequency domain analysis

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Reconstruction of Flight Test Data Based on Maximum Likelihood Method 24

Reconstruction of Flight Test Data Based on Maximum Likeliho...

引用

Proceedings of the 2024 4th International Conference on Computational Modeling, Simulation and Data Analysis

作者： Ruihan Luo Mengge He Jin Xie CSSC Systems Engineering Research Institute Beijing China

ISBN: (纸本)9798400711831

Aiming at the kinematic inconsistency problem of flight test data, this paper completes the reconstruction of simulated flight test data based on the maximum likelihood estimation method. Firstly, the reconstruction problem of flight test data is transformed into a dynamical system parameter estimation problem with respect to the constant value deviation in the flight test data. Secondly, the identification of constant value deviation is completed by using the great likelihood algorithm. Finally, the reconstruction of the flight test data is carried out. The simulation results show that the kinematic consistency of the reconstructed flight test data is significantly improved.

关键词： Analysis for flight test data

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Simulation research on Anti-Drone Effectiveness of Artillery Equipment

Simulation Research on Anti-Drone Effectiveness of Artillery...

引用

2024 International Conference Optoelectronic Information and Optical engineering, OIOE 2024

作者： Cai, Zilei Shi, Rui Yang, Huanxi Chen, Baiyu Zhang, Wenyi CSSC Systems Engineering Research Institute Beijing100094 China People's Liberation Army Unit 91951 Shandong Province Haiyang City266200 China

ISBN: (数字)9781510688209

ISBN: (纸本)9781510688193

With the improvement of drone intelligence level and the development of cluster control technology, drones gradually play an important role in the war, and how to defend against drone attacks has also become an important topic of close-range defence. This paper analyses the combat scenario of artillery strikes against drone targets, and according to the vulnerability characteristics of drone targets, takes the artillery equipment ammunition as the object, designs the effectiveness simulation process from hit to destruction, develops the effectiveness evaluation software, and carries out the simulation calculation. The simulation results show that artillery munitions have a high probability of causing damage to drone targets at close range, and increasing the distance of the anti-air proximity fuse appropriately can also increase the probability of artillery munitions causing damage to drones. © 2025 SPIE.

关键词： Target drones

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Design of Intelligent Ship Wireless Charging System 19th

Design of Intelligent Ship Wireless Charging System

引用

19th Annual Conference of China Electrotechnical Society, ACCES 2024

作者： Yu, Chunlai Ding, Haolun Wang, Shiqing Wang, Zhikai Zhu, Hao Zhu, Junkang Zhang, Chenxi Luo, Zhanpeng Marine Engineering College Dalian Maritime University Dalian116026 China CSSC Systems Engineering Research Institute Beijing100094 China College of Electrical Automation and Information Engineering Tianjin University Tianjin300072 China

ISBN: (纸本)9789819613823

With the implementation of greenhouse gas emission reduction strategy, energy saving and emission reduction in the shipping industry is imperative. As a kind of clean energy, ship wireless charging, which can not only provide auxiliary electricity to ships, but also charge electric ships, has been increasingly emphasized by the industry. However, the existing ship wireless charging system has the problems of low berthing accuracy, low number of degrees of freedom of charging mechanism, cumbersome charging process, low charging power and so on. In this paper, an intelligent ship wireless charging system is proposed and realized. It mainly includes: firstly, developing a multi-degree-of-freedom robotic arm as a charging carrier, and designing a visual control system to realize the charging robotic arm automatically docking with the ship’s receiving end. Secondly, an under driven electric unmanned ship is developed as the receiving ship, and the PTESO-LOS algorithm should be utilized to control the unmanned ship to berth automatically;once again, wireless charging based on coupled magnetic field is used to realize wireless energy transmission. Finally, the wireless charging system for ships proposed in this paper is experimentally verified to meet the wireless charging demand of ships in the state of sea movement, which improves the safety and convenience of wireless charging. © Beijing Paike Culture Commu. Co., Ltd. 2025.

关键词： Robotic arms

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