Improved NSGA-II Multi-objective Genetic Algorithm Based on Hybridization-encouraged Mechanism

To improve performances of multi-objective optimization algorithms, such as convergence and diversity, a hybridization- encouraged mechanism is proposed and realized in elitist nondominated sorting genetic algorithm （NSGA-Ⅱ）. This mechanism uses the normalized distance to evaluate the difference among genes in a population. Three possible modes of crossover operators--＂Max Distance＂, ＂Min-Max Distance＂, and ＂Neighboring-Max＂--are suggested and analyzed. The mode of ＂Neighboring-Max＂, which not only takes advantage of hybridization but also improves the distribution of the population near Pareto optimal front, is chosen and used in NSGA-Ⅱ on the basis of hybridization-encouraged mechanism （short for HEM-based NSGA-Ⅱ）. To prove the HEM-based algorithm, several problems are studied by using standard NSGA-Ⅱ and the presented method. Different evaluation criteria are also used to judge these algorithms in terms of distribution of solutions, convergence, diversity, and quality of solutions. The numerical results indicate that the application of hybridization-encouraged mechanism could effectively improve the performances of genetic algorithm. Finally, as an example in engineering practices, the presented method is used to design a longitudinal flight control system, which demonstrates the obtainability of a reasonable and correct Pareto front.     

An interactive system for global ship monitoring

The US Navy has more than 300 ships equipped with over 500 PHALANX weapon systems. Ordalts (ordnance alterations) and casreps (casualty reports) are received frequently by Naval Ordnance. Ordalts are done when parts need replacing or a design is exchanged for an old. Casreps are an urgent request for parts or service. Information pertaining to ordalts and casreps is put into several databases, which are continually updated and used in reports among the PHALANX community. Ship locations are used for sending parts and/or assistance to the ship. The ordalt and casrep requests have been combined with the ship locations report to produce a more efficient manner in which to monitor ordalt requests, casrep requests and ship locations, using a sample database containing ordalt and casrep data and ship locations. The database is interfaced to a computer graphics program that monitors ship movement throughout the world and supplies information from the database whenever requested. The hardware and software used to implement the project are described     

Selective laser melting of Al–8.5Fe–1.3V–1.7Si alloy: Investigation on the resultant microstructure and hardness

This article presents the microstructure and hardness variation of an Al–8.5Fe–1.3V–1.7Si(wt%, FVS0812) alloy after selective laser melting(SLM) modification. Three zones were distinguished across the melting pool of the SLM-processed FVS0812 alloy: the laser melted zone(LMZ), the melting pool border, and the heat affected zone(HAZ) in the previously deposited area around the melting pool. Inside the LMZ, either an extremely fine cellular-dendritic structure or a mixture zone of the a-Al matrix and nanoscale Al_(12)(Fe,V)_3Si particles appeared. With a decreased laser beam scanning speed, the cellular-dendritic structure zone within the LMZ shrank significantly while the mixture zone expanded. The a-Al and Al_(12)(Fe,V)_3Si mixture zone was also observed in the HAZ, but another phase, submicron h-Al_(13)Fe_4 particles with rectangular or hexagonal shapes,formed along the melting pool border. Microhardness tests indicated that the hardness of the SLM-processed FVS0812 samples far exceeded that of the as-cast FVS0812 alloy.     

太赫兹光谱和功率计量研究进展

介绍太赫兹光谱和功率参数的计量方法,报导了中国计量科学研究院在太赫兹计量领域的工作进展。对于太赫兹光谱仪的校准,利用回波校准技术提高了太赫兹光谱仪的校准不确定度;对于太赫兹功率计量,自主研制了高吸收率太赫兹吸收涂层和太赫兹辐射热计,实现了太赫兹辐射功率溯源至国家激光功率基准。该研究为促进太赫兹技术发展提供量值溯源需求和准确测量技术保障。     

高超声速风洞多天平测力试验技术研究

在同一次试验中通过安装多台天平测量多个部件气动力,可以更加详细地了解飞行器的气动特性,并可以降低试验成本、提高试验效率。多天平测力技术在亚跨超声速风洞中应用已经非常成熟。但是,在高超声速风洞中,由于模型尺寸小、来流温度高,多天平的布局比较困难,所以目前国内在高超声速风洞中进行的多天平测力试验相对较少。为满足型号研制的需要,在 CARDC 超高速所的Φ1m 高超声速风洞上开展了多天平测力试验技术研究。选取某飞行器的3个控制舵为研究对象。针对试验模型径向尺寸小,而轴向尺寸相对较大的特点,确定采用铰链力矩天平轴线与测量舵转轴互相垂直的“纵轴式”布局方式;采用合理的小型化六分量天平结构形式,升降舵天平测量元件的长、宽、高尺寸为20mm×20mm×25mm;为更加真实地模拟天平的工作状态,设计了专用的加载头,并采用单元加载和组合加载相结合的方法进行校准,校准结果表明,天平主要分量的静校准度均在0．7％以内;在采取温度补偿措施之后,零点漂移明显减小;采用了天平-舵偏角变换装置一体化设计,有效提高了定位和安装精度。在Φ1m 高超声速风洞上开展的 Ma＝5条件下的风洞试验结果表明,采用的多天平测力试验技术是可行的,可以应用到高超声速风洞测力试验中。     

Gray bootstrap method for estimating frequency-varying random vibration signals with small samples

During environment testing, the estimation of random vibration signals （RVS） is an important technique for the airborne platform safety and reliability. However, the available meth- ods including extreme value envelope method （EVEM）, statistical tolerances method （STM） and improved statistical tolerance method （ISTM） require large samples and typical probability distri- bution. Moreover, the frequency-varying characteristic of RVS is usually not taken into account. Gray bootstrap method （GBM） is proposed to solve the problem of estimating frequency-varying RVS with small samples. Firstly, the estimated indexes are obtained including the estimated inter- val, the estimated uncertainty, the estimated value, the estimated error and estimated reliability. In addition, GBM is applied to estimating the single flight testing of certain aircraft. At last, in order to evaluate the estimated performance, GBM is compared with bootstrap method （BM） and gray method （GM） in testing analysis. The result shows that GBM has superiority for estimating dynamic signals with small samples and estimated reliability is proved to be 100% at the given confidence level.     

大型回流边界层风洞的气动与结构设计

大型边界层风洞是开展风工程研究的必备装备。以浙江大学ZD-1边界层风洞的研制为背景,详细介绍了大型回流边界层风洞气动设计和立式结构设计中的关键问题,在风洞气动设计时采用了收缩比为4∶1的单回路单试验段气动轮廓,在试验段中设置了0．22°的当量扩散角,对拐角导流片外形作了特殊处理,并采用钢结构与混凝土结构相结合的立式结构。流场校验结果表明,大型回流边界层风洞的气动与结构设计能满足设计要求,某些指标甚至达到航空风洞的标准,在试验段中设置扩散角有利于降低轴向静压梯度,立式结构设计对提高试验段气流的水平均匀性有一定的作用,可为今后类似风洞的研制提供参考。     

并行组合扩频通信系统变换域干扰抑制技术研究

为提高并行组合扩频通信系统抵抗窄带干扰的能力,研究自适应多门限和DT-FCME两种变换域算法抑制并行组合扩频通信系统中窄带干扰的问题。经仿真验证,两种算法能够对系统中高斯白噪声环境下的多种窄带干扰起到较好的抑制效果。最后对比分析了两种算法抑制不同类型窄带干扰时的优缺点。     

基于独立桨距控制的电控旋翼主动振动控制

电控旋翼利用桨叶后缘襟翼偏转通过气弹作用带动桨叶变距，从而实现对旋翼的控制。但由于其系统的复杂性，桨叶间易存在扭转刚度和质量不相似，从而引起较严重的旋翼振动。针对该情况，提出了基于独立桨距控制的主动振动控制方法，并以某原理性电控旋翼为算例进行了数值仿真，验证了所提出控制方法对电控旋翼由扭转刚度和质量不相似引起振动的减振有效性，最佳减振水平可达90%。