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51.
Studies on ballistic penetration to laminates is complicated, but important for design effective protection of structures. Experimental means of study is expensive and can often be dangerous. Numerical simu-lation has been an excellent supplement, but the computation is time-consuming. Main aim of this thesis was to develop and test an effective tool for real-time prediction of projectile penetrations to laminates by training a neural network and a decision tree regression model. A large number of finite element models were developed;the residual velocities of projectiles fromfinite element simulations were used as the target data and processed to produce sufficient number of training samples. Study focused on steel 4340tpolyurea laminates with various configurations. Four different 3D shapes of the projectiles were modeled and used in the training. The trained neural network and decision tree model was tested using independently generated test samples using finite element models. The predicted projectile velocity values using the trained machine learning models are then compared with thefinite element simulation to verify the effectiveness of the models. Additionally, both models were trained using a published experimental data of projectile impacts to predict residual velocity of projectiles for the unseen samples. Performance of both the models was evaluated and compared. Models trained with Finite element simulation data samples were found capable to give more accurate predication, compared to the models trained with experimental data, becausefinite element modeling can generate much larger training set, and thus finite element solvers can serve as an excellent teacher. This study also showed that neural network model performs better with small experimental dataset compared to decision tree regression model. 相似文献
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小波网络为非线性系统辨识研究提供了一种有效的方法,但目前用于小波网络学习的进化算法易陷入局部极小等缺陷.结合生物免疫系统的概念和理论,在非线性系统辨识中引入基于免疫算法的小波网络.该算法中抗体通过浓度相互作用的机制来促进或抑制抗体的生成,借此保持抗体的多样性,并产生了高亲和力的抗体对种群进行不断的更新,提高了算法的全局搜索能力和收敛速度.最后,把基于免疫算法的小波网络用于一个非线性系统辨识的标准实例中,仿真结果验证了该算法的有效性. 相似文献
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张玉雁 《兵团教育学院学报》2006,16(1):14-17
中国古代戏剧家在戏剧人物艺术客体的选择上,同古希腊悲喜剧和印度梵剧迥然不同,表现出别具一格的建树和开拓性,初步形成了具有中国作风和中国气派的戏剧文化,并在这种戏剧文化中体现了中国古代剧作家们主体精神的独立不羁的自由品格和表现社会生活内容的无限广阔性。 相似文献
55.
Notwithstanding the embrace of modern institutions of social control, traditional social control mechanisms still enjoy patronage in Nigeria. This paper examines the traditional structures of social control in Iraye-Oke, Lagos. In-depth interviews, key informant interviews and case studies were used to obtain data from participants. Findings established the functionality of traditional structures in checking crime and its preference over the use of modern social control structures. Traditional structures used include: traditional spiritualists who provide measures to reduce victimisation; the family courts where adjudication takes place involving elders and family chiefs; and the apex traditional court, presided over by the king, where cases like murder, land disputes, adultery and fornication are decided. Traditional extrajudicial measures involve the invocation of ancestral spirits at shrines. 相似文献
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摘要:研究一类具有leakage时滞的离散型神经网络的状态估计问题.通过构造新的Lyapunov泛函得到保证估计误差全局渐近稳定的充分条件,并通过求解一个线性矩阵不等式(LMI)得到状态估计器的增益矩阵.采用一种新的时滞分割方法将变时滞区间分割为多个子区间,使该结果在获得更小的保守性同时也降低了计算的复杂度. 相似文献
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傅刚 《武警工程学院学报》2013,(6):24-27
随着社会发展对消防安全的要求越来越高,实时地采集传输监测数据变得至关重要Ⅲ。本文针对现存的烟雾传感器节点可靠性差、准确率低、电路复杂,不易组网,并且在很多特定区域无法安装等问题,提出了基于CC2530的烟雾监测节点设计方案,并完成了以CC2530射频芯片为核心的烟雾传感器节点的硬、软件设计。实验测试证明,该节点满足无线消防监测系统的需要,具有高可靠性、低功耗以及低成本的特点,有着较好的应用前景。 相似文献
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跨文化教育在多民族、多文化并存的环境中突显出一定的优势和吸引力,从文化适应的角度来说,其基本理念和目标能够令受教育者获得不同文化的体验,从而获得对异质文化的理解,达到增加不同文化之间容忍度的目的,而这一目的实现的关键除了跨文化教育的设计和实施之外,还在于学校教育能否转化为社会效应。 相似文献