A multi-objective multi-memetic algorithm for network-wide conflict-free 4D flight trajectories planning

Under the demand of strategic air traffic flow management and the concept of trajectory based operations (TBO),the network-wide 4D flight trajectories planning (N4DFTP) problem has been investigated with the purpose of safely and efficiently allocating 4D trajectories (4DTs) (3D position and time) for all the flights in the whole airway network.Considering that the introduction of large-scale 4DTs inevitably increases the problem complexity,an efficient model for strategic level conflict management is developed in this paper.Specifically,a bi-objective N4DFTP problem that aims to minimize both potential conflicts and the trajectory cost is formulated.In consideration of the large-scale,high-complexity,and multi-objective characteristics of the N4DFTP problem,a multi-objective multi-memetic algorithm (MOMMA) that incorporates an evolutionary global search framework together with three problem-specific local search operators is implemented.It is capable of rapidly and effectively allocating 4DTs via rerouting,target time controlling,and flight level changing.Additionally,to balance the ability of exploitation and exploration of the algorithm,a special hybridization scheme is adopted for the integration of local and global search.Empirical studies using real air traffic data in China with different network complexities show that the pro posed MOMMA is effective to solve the N4DFTP problem.The solutions achieved are competitive for elaborate decision support under a TBO environment.     

航天器燃耗最优轨道直接/间接混合法延拓求解

针对转移时间和始末状态固定的航天器燃耗最优轨道的求解,给出了一种延拓方法:以双脉冲轨道为初值,首先求解全程推进轨道,然后逐步增加推力幅值,应用直接/间接混合法依次求解所有推力幅值下的、满足包括开关函数在内的所有必要条件的转移轨道,包括连续和脉冲推力轨道。通过基于开关函数曲线变化趋势的开关序列预设方法,以及基于已有优化结果的延拓步长自适应方案,实现了延拓方法的自动运行。为实现该延拓方法,给出了适用于改进春分点根数模型的脉冲最优转移轨道主矢量必要条件,推导了无推力轨道段改进春分点根数协态变量状态转移矩阵。通过3个算例对延拓求解会遇到的不同情况进行了具体说明。延拓方法可以看作现有直接/间接混合法的进一步完善与拓展,延拓过程和结果有助于对燃耗最优轨道与系统参数之间的关联获得更为深刻的认识。     

基于改进蚁群算法的无人机路径规划

针对传统无人机路径规划算法存在规划效率低以及无法满足特定任务需求的缺点,提出了基于改进蚁群优化算法的无人机路径规划算法。首先,将待规划区域栅格化,给每一个网格按顺序编号;其次,在路径搜索时引入了一种双向搜索机制,对信息素的更新规则和下一步节点的选择方法做出改进;最后,提出了一种新的方法来整合两组蚂蚁生成的路径,并给出了若干仿真试验结果。结果表明,所提算法相比传统算法更能有效避免过早陷入局部最优,收敛速度加快,生成满足任务约束的最短路径。     

应用轨迹优化策略的直升机任务科目基元仿真

任务科目基元的飞行试验是ADS-33E-PRF对直升机飞行品质的判定标准。针对直升机设计过程中飞行品质难以事先评定的特点,提出了一种基于轨迹优化策略的直升机任务科目基元数值仿真方法。该方法将飞行品质规范对直升机位置、姿态和速度的限制处理为状态量的边界约束,以完成任务科目基元的时间为目标函数,结合直升机自身的性能和安全性约束,建立了针对任务科目基元的直升机轨迹优化模型。求解该模型得到直升机完成相应任务科目基元所用的时间,便可定性判断直升机飞行品质是否满足ADS-33E-PRF对这一任务科目基元的要求,从而在设计之初对优化直升机总体设计参数提供参考。对某型直升机悬停转弯机动科目进行仿真计算,验证了该方法的正确性和有效性。     

吸气式组合动力高超声速飞行器上升段制导方法研究

针对涡轮/冲压/火箭三组合动力水平起降高超声速飞行器爬升段飞行轨迹设计和制导律设计问题，首先考虑宽速域组合动力发动机多模态特性和高低速气动特性差异，分别开展了涡轮段、引射段、纯冲压段及冲压火箭段的飞行策略研究，提出了不同阶段的飞行攻角剖面构型和火箭流量剖面构型，将无穷维轨迹优化问题转化为有限维参数规划问题，进而完成了组合动力上升段飞行轨迹的优化设计；在此基础上，结合轨迹线性化控制方法，开展了组合动力上升段轨迹跟踪制导律设计研究，给出了保证闭环稳定性和控制品质的制导律参数设计准则，最后通过开展仿真分析说明了提出轨迹设计及制导方法的有效性。     

增强碳/碳球锥切削中的最小热应力优化研究

对将增强碳/碳纤维块体切削成球锥外形的工艺,块体热膨胀系数异性轴指向可以极大地影响球锥热应力大小,存在优化设计的潜力。本文对增强碳/碳不同主轴方向弹性模量比值下的球锥最小热应力优化特性进行了研究,发现以1为界,不同模量对比关系下的优化特征是完全不同的。在本文加热条件下,当异性轴模量小于同性面模量时,优化曲线对温度场变化很敏感,以块体异性轴和球锥横截面成±42.9夹角时热应力最小;当异性轴模量大于同性面模量时,优化曲线随加热时间变化不大,以块体同性面与球锥对称轴平行或成小锐角时热应力最小。一般而言,工艺设计中应避免用模量大的主轴方向指向球锥对称轴方向。     

基于AirTOp机场综合保障能力仿真与评估

基于计算机仿真建模的评估方法在容量评估中的运用日渐增多,但此类仿真大多为空域容量仿真,对于地面保障车辆与航空器联合建模则很少.介绍了地面保障车辆的评估方法,以航空器与地面保障车辆为仿真对象,在AirTOp中实现了武汉天河国际机场地面保障车辆与航空器的联合建模,经过大量的仿真试验,仿真结果较真实地再现了武汉天河机场的实际运行情况,得到了地面保障车辆的行为特性,对仿真所得的机场综合保障能力进行统计分析,找出存在的问题,优化模型,根据优化目标给出最终的优化方案.     

风险投资中三类经典优化模型等价性分析

风险投资中有三类经典优化模型，分别是风险极小化模型、期望收益极大化模型、风险厌恶模型。这三类模型的等价会为投资组合分析提供更多的方法。文中证明了三类优化模型产生相同的有效前沿，并在此意义下得出这三类优化模型的等价性。另外，引用MSCI世界股价指数数据对三个模型有效前沿的等价性，进行实际算例验证。     

A lunar cargo mission design strategy using variable low thrust

A design technique for a near optimal, Earth–Moon transfer trajectory using continuous variable low thrust is proposed. For the Earth–Moon transfer trajectory, analytical and numerical methods are combined to formulate the trajectory optimization problem. The basic concept of the proposed technique is to utilize analytically optimized solutions when the spacecraft is flying near a central body where the transfer trajectories are nearly circular shaped, and to use a numerical optimization method to match the spacecraft’s states to establish a final near optimal trajectory. The plasma thruster is considered as the main propulsion system which is currently being developed for crewed/cargo missions for interplanetary flight. The gravitational effects of the 3rd body and geopotential effects are included during the trajectory optimization process. With the proposed design technique, Earth–Moon transfer trajectory is successfully designed with the plasma thruster having a thrust direction sequence of “fixed-varied-fixed” and a thrust acceleration sequence of “constant-variable-constant”. As this strategy has the characteristics of a lesser computational load, little sensitivity to initial conditions, and obtaining solutions quickly, this method can be utilized in the initial scoping studies for mission design and analysis. Additionally, derived near optimal trajectory solution can be used as for initial trajectory solution for further detailed optimization problem. The demonstrated results will give various insights into future lunar cargo trajectories using plasma thrusters with continuous variable low thrust, establishing approximate costs as well as trajectory characteristics.     

基于AOE网的过站航班保障进程优化

航班地面保障是机场运行的重要环节，为了提升航班地面保障效率，针对某机场航班地面保障流程构建AOE 网，通过该机场A-CDM 系统记录的航班节点数据求出该机场航班地面保障作业的“关键路径”。通过对关键路径上可压缩工序的分析，对该机场的地面保障作业流程进行优化。以我国西南地区某机场航班地面保障的实际数据为基础，剔除不可抗力造成的不正常数据，分别计算保障流程优化前后的航班过站时间。结果表明：在33 组航班数据中，该机场使用AOE 网络优化后的保障作业流程比优化前平均减少地面保障作业时长6.1 分钟/架次，说明通过合理地优化航班地面保障进程，可以有效提高机场的运行效率。