BP神经网络在极移预报中的应用

为了提高地球定向参数极移的预报精度,建立了一个极移数据预报模型。利用傅里叶分析研究插值基础序列的周期特性,验证了基础序列重采样的可行性,提取插值基础序列数据的趋势项,利用多输入-单输出反向传播(Back Propagation,BP)神经网络建模预报不同跨度的残差序列,合并趋势项和残差序列得到最终的极移预报。预报结果表明,选取合适的插值基础序列得到的预报极移精度较高,此BP神经网络能够有效地应用于地球定向参数极移的预报。     

复合战斗部结构参数影响分析

应用AUTODYN仿真软件,对一种复合战斗部方案的EFP成型性能进行了分析,结果表明,相对于传统布局方案,在破片方案更改后改变了药型罩的成型过程,导致EFP形状变差从而降低了毁伤性能。通过对结构参数影响进行分析,提出了优化方案,解决了破片方案调整后EFP的成型问题。     

二维水翼非定常空化流动动力特性的频谱分析

以雷诺平均模拟方程(RANS)为核心,采用RNGk-ε湍流模型与均相流空化模型,对二维水翼附近空化流场进行数值计算。在固定来流速度和空化数条件下,研究了空化形态随着水翼攻角的改变而变化的情况,并采用傅立叶变换(FFT)对水翼升力周期性信号进行了频谱分析。结果表明:水翼的空化形态是由空化数和攻角共同决定的,当空化数不变时,随着攻角的增大,空化程度更加趋于剧烈;在片状空化阶段,升力信号频率为低频信号,并随着攻角增大频率略有降低;在云状空化阶段,升力信号频率为中高频信号,随着攻角增大频率也略有降低;空化形态由片状空化阶段向云状空化阶段转化,在转化过程中存在一个过渡阶段,其升力信号频率在各个频段均具有一定的特征。     

基于分岔理论的数字液压缸稳定性分析与设计

为将分岔理论应用于数字液压缸稳定性分析与设计,对系统非线性模型进行了等价变换和光滑处理,同时为克服刚性问题影响,基于量纲分析理论通过选择合适的基本量将模型无因次化,并采用预测-校正延拓法确保分岔求解的精度和效率。在各自可行区间内,对重要参数和不确定参数进行了单参数分岔分析,结果表明:数字液压缸的初始设计具有一定的稳定裕度和鲁棒性,系统受不确定参数的影响较小;运用分岔理论,能够有效揭示各参数对系统动态稳定性的影响,为系统参数设计提供指导。     

含内置式耐压液舱舱段耐压船体结构应力分析

为研究静压下内置式耐压液舱结构的力学规律,采用有限元方法对内置式耐压液舱及船体结构进行强度计算,分析了不同工况下耐压壳的变形和应力特征,比较了不同区域耐压壳的应力情况。结果表明:液舱内外相连通时的工况更危险,耐压壳应力水平也更高。同时,内置式耐压液舱的存在使液舱底部耐压壳的应力水平高于耐压壳其他区域。该研究结果可为内置式耐压液舱结构设计提供指导。     

船舶电力系统模拟训练评估算法

针对船舶电力模拟训练评估系统的设计与实现问题,分析了构建指标体系的方法。依据设计原则,设计了船舶电力模拟训练的评估指标体系。确定了各评估指标的算法,并根据层次分析法构建权重集,然后运用模糊评判理论建立了综合评估模型。选取某船电力系统模拟训练考核的实例,进行了考核和综合评估,结果表明:该方法科学,可操作性强。     

Conjectures for framing cyberwarfare

Cyberspace has emerged as a potentially new (and unconventional) domain for warfare. Much debate has focused on understanding cyber conflict. The ability to critically analyse this phenomenon is important; however, the nascent nature of cyberwarfare and the complexity of the systems involved create challenges not met by conventional approaches. As a first step, this requires an analytical construct to frame discussions in a way that highlights distinct characteristics of the cyber domain. An approach proposed is one of the postulating conjectures for debate as a way to achieve this and to demonstrate its use, both at the strategic and operational levels. It is suggested that such an approach provides one component of a mature analytical framework for the analysis of cyber across a range of warfare domains.     

Changing the paradigm: Simulation,now a method of first resort

Decades ago, simulation was famously characterized as a “method of last resort,” to which analysts should turn only “when all else fails.” In those intervening decades, the technologies supporting simulation—computing hardware, simulation‐modeling paradigms, simulation software, design‐and‐analysis methods—have all advanced dramatically. We offer an updated view that simulation is now a very appealing option for modeling and analysis. When applied properly, simulation can provide fully as much insight, with as much precision as desired, as can exact analytical methods that are based on more restrictive assumptions. The fundamental advantage of simulation is that it can tolerate far less restrictive modeling assumptions, leading to an underlying model that is more reflective of reality and thus more valid, leading to better decisions. Published 2015 Wiley Periodicals, Inc. Naval Research Logistics 62: 293–303, 2015     

基于BP神经网络的极移预报*

为了提高地球定向参数极移的预报精度,建立了一个极移数据预报模型。利用傅里叶分析研究插值基础序列的周期特性,验证了基础序列重采样的可行性,提取插值基础序列数据的趋势项,利用多输入-单输出BP神经网络建模预报不同跨度的残差序列,合并趋势项和残差序列得到最终的极移预报。预报结果表明,选取合适的插值基础序列得到的预报极移精度较高,此BP神经网络能够有效地应用于地球定向参数极移的预报。     

Optimal and asymptotically optimal policies for assemble‐to‐order n‐ and W‐systems

We consider two specially structured assemble‐to‐order (ATO) systems—the N‐ and W‐systems—under continuous review, stochastic demand, and nonidentical component replenishment leadtimes. Using a hybrid approach that combines sample‐path analysis, linear programming, and the tower property of conditional expectation, we characterize the optimal component replenishment policy and common‐component allocation rule, present comparative statics of the optimal policy parameters, and show that some commonly used heuristic policies can lead to significant optimality loss. The optimality results require certain symmetry in the cost parameters. In the absence of this symmetry, we show that, for systems with high demand volume, the asymptotically optimal policy has essentially the same structure; otherwise, the optimal policies have no clear structure. For these latter systems, we develop heuristic policies and show their effectiveness. © 2016 Wiley Periodicals, Inc. Naval Research Logistics 62: 617–645, 2015