基于BP神经网络的复合材料失效分析

创建了基于BP神经网络方法预测复合材料在复杂应力状态下的失效模型.依据现有的试验数据,建立了基于BP神经网络的数学模型,并给出了网络在多次训练的统计性评价参数.以及单次样本泛化性能的评价参数,并利用这些参数实现了网络的结构优化和训练优化,得到了比较精确的网络模型,成功预测了复合材料的失效数据,拓宽了计算复合材料失效的范围,同时可以对复合材料的失效分析和试验设计进行指导.     

旋翼螺旋桨/机翼巡航状态气动干扰规律研究

为优化倾转旋翼机气动布局,研究旋翼螺旋桨与机翼间复杂的气动干扰,在考虑有限翼展三维效应、翼尖小翼情况下,通过改变机翼外翼段的长度,研究了旋翼螺旋桨与机翼间的气动干扰规律。使用计算流体力学的三维非定常计算方法获得了巡航状态下旋翼螺旋桨与机翼的流场特征及气动特性参数,研究了螺旋桨滑流对机翼的上洗、下洗作用,以及机翼对螺旋桨滑流的阻塞作用。计算结果表明,随着机翼外翼段的增长,阻塞作用加大,螺旋桨的拉力系数、功率系数均有增大,并且存在周期性波动,波动幅值在5%~6%;机翼受螺旋桨滑流上、下洗作用,其升力系数和阻力系数都减小,但升力系数减小更为明显,升力系数和阻力系数都出现了1%左右的波动。计算同时也反映了有限翼展的三维流动特点。     

Deployment dynamics for flexible deployable primary mirror of space telescope with paraboloidal and laminated structure by using absolute node coordinate method

A nonlinear dynamic modeling method for primary mirror of Flower-like Deployable Space Telescope (F-DST) undergoing large deployment motion is proposed in this paper. To ensure pointing accuracy and attitude stability of the paraboloidal primary mirror, the mirror is discretized into equal thickness shell elements by considering shell curvature. And the material nonlinear constitutive relation of flexible mirror is acquired using Absolute Nodal Coordinate Formulation (ANCF). Furthermore, the primary mirror of F-DST can be regarded as a clustered multi-body system, and its dynamic equations of elastic deformation and deployment motion are established by virtual work principle. Finally, the deployment motion of primary mirror by different driving conditions are simulated, the results show that the vibrations of mirrors that driven by elastic hinge device are more than that driven by servo motor. In addition, single sub-mirror deployment process will perturb the pointing accuracy of primary mirror, and the multiple sub-mirrors simultaneously deploying will seriously affect all the sub-mirrors surface accuracy because of the coupling effect. Thus, there are theoretical value and practical significance for the controlling surface accuracy and attitude accuracy of space telescope.     

平流层飞艇流固耦合分析方法研究

平流层飞艇为了在平流层环境下获得足够的浮力,要求其体积庞大,由于跨度较大的充气柔性气囊结构容易发生变形,使得流固耦合特性非常显著。针对该类飞行器的流固耦合方法的研究是对其流固耦合特性分析的首要条件。本文基于流体动力学计算软件FLUENT和结构动力学分析软件ABAQUS,形成了分析平流层飞艇这类大型柔性充气结构流固耦合特性的非线性动态流体－结构交错积分耦合法。通过充气的圆球薄膜的解析解和NACA65A006机翼颤振特性的实验结果与计算结果的比较对该方法的有效性进行了分析。这为平流层飞艇流固耦合问题的研究提供了一种有效的分析工具,并对某平流层飞艇的突风干扰响应特性进行了分析,得出其流固耦合特性的变化规律。     

Stellar absorption lines in the spectra of Seyfert galaxies

We have measured the strengths of Ca II triplet and Mgb stellar absorption lines in the nuclear and off-nuclear spectra of Seyfert galaxies. These features are diluted to varying degrees by continuum emission from the active nucleus and from young stars. Ca II triplet strengths can be enhanced if late-type supergiant stars dominate the near-IR light. Thus, objects with strong Ca II triplet and weak Mgb lines may be objects with strong bursts of star formation. We find that for most of our sample the line strengths are at least consistent with dilution of a normal galaxy spectrum by a power law continuum, in accord with the standard model for AGN. However, for several Seyferts in our sample, it appears that dilution by a power law continuum cannot simultaneously explain strong Ca II triplet and relatively weak Mgb. Also, these objects occupy the region of the IRAS color-color diagram characteristic of starburst galaxies. In these objects it appears that the optical to near-IR emission is dominated by late-type supergiants produced in a circumnuclear burst of star formation.     

横向载荷作用下缺陷加筋板有效板宽的一个计算方法

 基于大挠度理论给出一个含初始挠度、焊接残余应力缺陷加筋板格在横向载荷作用下有效带板宽度的计算公式,分析缺陷加筋板格的极限强度。并对 Faulkner型焊接残余应力板在均布载荷作用下进行了实际数值算例,分析表明上述诸因素均对极限强度有一定影响,这与实际情况是相符的。     

基于蒙特卡罗模拟的飞机结构可靠度分析

飞机可靠度的分析要综合考虑各种因素的影响,由于各因素的影响较为复杂,很难通过解析的方法来计算飞机的可靠度.随着计算机速度的不断提升,通过蒙特卡罗模拟计算飞机结构的可靠性逐渐变得可行.本文基于蒙特卡罗法,将损伤、工作环境、检修周期等作为核心要素,提出了面向工程应用的飞机结构可靠度分析方法,最终得到了飞机全机结构失效概率的计算方法.本方法在计算机上得到了初步实现.     

Flutter control of a composite plate with piezoelectric multilayered actuators

Active flutter velocity enhancement scheme is presented for lifting surfaces, employing Linear Quadratic Gaussian based multi-input multi-output controller with multilayered piezoelectric actuators. To numerically test the developed concept, a composite plate wing, surface bonded with eight piezoelectric bender actuators and sensors has been considered. A modal flutter control model is formulated in state-space domain using coupled piezoelectric finite element procedures along with unsteady aerodynamics and optimal control theory. The bending – torsion flutter instability has been actively postponed from 44.13 to 55.5 m/s using the energy imparted by the multilayered piezoelectric actuators. As the power requirement by these actuators is comparatively very low with respect to stack actuators, they can be employed in an integrated form to develop active lifting surfaces for real time applications.     

Economic effect of satellite communications based on the Great East Japan Earthquake

On 11 March 2011, an undersea earthquake of magnitude 9.0, the largest ever recorded in Japan, occurred off the Oshika Peninsula on the Pacific coast of the Tohoku region. The hypocentral region extended for 500 km in the north–south direction from Iwate Prefecture to Ibaraki Prefecture, and for 200 km in east–west direction. The earthquake generated a tsunami with a height of more than 10 m and a run-up height of up to 40.0 m in certain places, which inflicted devastating damage on the coastal areas of the Tohoku and Kanto regions. In addition to the tsunami, the earthquake caused shaking, liquefaction, subsidence, and the collapse of dams, causing major damage to vast areas in the Tohoku and Kanto regions and disrupting various types of infrastructure, including communication. In light of this unprecedented damage, satellite communications were important from various perspectives while terrestrial communications systems were damaged, and an objective evaluation of the role played by satellite communications is relevant to its future installation, adoption and use as a standalone or backup system. Furthermore, satellite communications can help reduce the extent of damage, particularly damage to communications systems, inflicted by strong earthquakes in the future. Accordingly, we report a preliminary quantitative evaluation of the role of satellite communications in the Great East Japan Earthquake, of the role of satellite communications if it becomes widespread, and of its expected role in future large-scale earthquakes in terms of the economic effect converted into cost.     

多相开路故障下的双三相PMSM统一容错控制策略

多相电机在定子开路故障下具有良好的容错性能,与此相关的设备和控制策略改进方面的研究理论也不断被提出。然而,却少有基于统一模型的适用于多相开路故障的容错控制策略。提出了一种应用于双三相永磁同步电机(PMSM)系统三相或三相以下开路故障的容错控制策略,并获得了良好的电机电力和动态性能。针对发生单相到三相开路故障的PMSM提出了统一数学模型,提取出每种故障下对应电机不对称性的矩阵。通过电压方程,推导出每种故障对应的解耦变换矩阵。为了对相电流中的每种谐波进行无差别抑制,建立了谐波子空间。考虑开路故障相数的增加,提出了用于三相开路的有中性点电流的容错控制策略,达到了降低相电流幅值和提升系统冗余度的目的。最后通过试验和仿真结果,验证了理论分析的正确性。