Coactive design of explainable agent-based task planning and deep reinforcement learning for human-UAVs teamwork

Unmanned Aerial Vehicles (UAVs) are useful in dangerous and dynamic tasks such as search-and-rescue, forest surveillance, and anti-terrorist operations. These tasks can be solved better through the collaboration of multiple UAVs under human supervision. However, it is still difficult for human to monitor, understand, predict and control the behaviors of the UAVs due to the task complexity as well as the black-box machine learning and planning algorithms being used. In this paper, the coactive design method is adopted to analyze the cognitive capabilities required for the tasks and design the interdependencies among the heterogeneous teammates of UAVs or human for coherent collaboration. Then, an agent-based task planner is proposed to automatically decompose a complex task into a sequence of explainable subtasks under constrains of resources, execution time, social rules and costs. Besides, a deep reinforcement learning approach is designed for the UAVs to learn optimal policies of a flocking behavior and a path planner that are easy for the human operator to understand and control. Finally, a mixed-initiative action selection mechanism is used to evaluate the learned policies as well as the human’s decisions. Experimental results demonstrate the effectiveness of the proposed methods.     

Method of virtual trajectories for the design of gravity assisted missions

A method of virtual trajectories is proposed for the design of multiple gravity assist trajectories. The method comprises two principal stages. First, for a chosen planetary sequence, a database of virtual trajectories is tabulated. Then the database screening and refinement are performed. The design of trajectory to Jupiter is presented.     

试验数据管理系统的需求与实现

现在的工程试验产生大量的试验数据,而这些试验数据在储存和使用中存在着大量的问题。试验数据管理系统(TDM)通过梳理和优化试验流程,可以提高试验数据的利用率。     

高职模具专业学生塑料模CAD辅助设计能力的培养

运用CAD辅助设计塑料模具,是现代模具设计员必须具备的技能之一。针对许多高职模具专业毕业生该项技能薄弱的现象,分析在培养学生该项能力过程中所存在的问题,提出提高学生塑料模CAD设计能力的具体措施。     

共形光学系统设计研究

共形光学整流罩在保证了光学指标的前提下,与后端的其他结构外形轮廓平滑连接,从而提高了飞行器空气动力学的性能,在航空航天领域具有重要的应用价值。然而,采用特殊面型的整流罩给共形光学系统的像差校正以及加工、检测方面带来了极大的挑战。本文首先分析了共形整流罩像差特性,并在此基础上介绍了两种典型的光学设计。     

相变光盘多层膜系结构的最佳光匹配研究

论述了相变光盘最佳膜系结构的设计。采用导纳矩阵法计算膜系的能量反射率，用量优化计算方法编程计算，提出了第二大极值解作为在工艺上可行的实用光盘的膜系结构，并按这种膜系结构制作样品，其擦写循环数达１００万次上。     

XB14型精密石英谐振器的研制

XB14型精密石英谐振器是为现代通信、导航和航天飞行器工程系统及地面高稳晶振研制的一种小型晶体频率控制元件。该谐振器采用了硬玻璃扁平壳和高频感应真空封接技术,具有体积小、密封性好、无封接污染,高可靠和低老等特点,它的频率范围在5～250MHz,老化率在10~(-8)～10~(-9)/d量级。     

烧生活垃圾流化燃烧炉方案设计

本文设计了一台日处理量２ｔ／ｄ的烧垃圾的漩流化床焚烧炉模化装置，并进行了相应的热力计算，此装置可作为研究燃烧低热闰圾的重要设备。     

Global aerodynamic design optimization based on data dimensionality reduction

In aerodynamic optimization, global optimization methods such as genetic algorithms are preferred in many cases because of their advantage on reaching global optimum. However, for complex problems in which large number of design variables are needed, the computational cost becomes prohibitive, and thus original global optimization strategies are required. To address this need, data dimensionality reduction method is combined with global optimization methods, thus forming a new global optimization system, aiming to improve the efficiency of conventional global optimization. The new optimization system involves applying Proper Orthogonal Decomposition (POD) in dimensionality reduction of design space while maintaining the generality of original design space. Besides, an acceleration approach for samples calculation in surrogate modeling is applied to reduce the computational time while providing sufficient accuracy. The optimizations of a transonic airfoil RAE2822 and the transonic wing ONERA M6 are performed to demonstrate the effectiveness of the proposed new optimization system. In both cases, we manage to reduce the number of design variables from 20 to 10 and from 42 to 20 respectively. The new design optimization system converges faster and it takes 1/3 of the total time of traditional optimization to converge to a better design, thus significantly reducing the overall optimization time and improving the efficiency of conventional global design optimization method.     

航空软件配置管理系统设计和关键技术研究

从军工软件配置管理的需求出发,结合国军标的开发库、受控库和产品库的三库配置管理体系,阐述某自主知识产权的＂航空软件配置管理系统＂的总体设计思路,指出该配置管理系统实现的关键技术为软件配置库的存储设计方法和文件的增量存储和差异比较技术。说明系统软件配置库的存储设计思路和方案,采用编辑图和贪心算法实现文件的增量存储和差异比较技术的解决方案。总结系统的特点和优点,说明系统下一步发展及扩充的几个方向。