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<title cf:type="text"><![CDATA[Editorial department of the Journal of National University of Defense Technology -->控制科学与工程·材料科学与工程·电子科学与技术]]></title>
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<title xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="text"><![CDATA[Application of reinforcement learning in multi-period weapon portfolio planning problems]]></title>
<link><![CDATA[http://journal.nudt.edu.cn/gfkjdxxben/article/abstract/202105015]]></link>
<description xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="html"><![CDATA[Aiming at the difficulties in the choosing and planning in multi-period weapon systems development problems, an optimization simulation approach combining multi-objective optimization algorithm and reinforcement learning technique was proposed. A multi-objective optimization model was built to maximize the capability and minimize the cost of weapon portfolios in each period. Moreover, a solving algorithm based on the non-dominated sorting genetic algorithm-Ⅲ was presented to obtain the Pareto set in each period, based on which an optimization model for multi-period problem was built. The Q-Learning method, one of the reinforcement learning algorithms, searches within the Pareto set using two different ways for the selection of weapon portfolios in each period, whose outcome is used for the selection in the next period and the optimization of the portfolios over the entire planning horizon. An illustrative example was studied to demonstrate the effectiveness of the proposed model and hybrid algorithm, which can support the decision making on the weapons development and planning.]]></description>
<pubDate>2021/9/29 9:04:41</pubDate>
<category><![CDATA[控制科学与工程·材料科学与工程·电子科学与技术]]></category>
<author><![CDATA[ZHANG Xiaoxiong, DING Song, LI Minghao, DING Kun, WANG Long, YI Yujiang]]></author>
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<atom:name>ZHANG Xiaoxiong, DING Song, LI Minghao, DING Kun, WANG Long, YI Yujiang</atom:name>
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<title xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="text"><![CDATA[Trajectory optimization of single UAV for bearing-only target localization in dynamic threats]]></title>
<link><![CDATA[http://journal.nudt.edu.cn/gfkjdxxben/article/abstract/202105016]]></link>
<description xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="html"><![CDATA[In order to solve the problem of bearing-only target location for single unmanned aerial vehicle in the dynamic battlefield environment, a new trajectory optimization algorithm based on dynamic window approach was proposed. The maximizing determinant of the Fisher information matrix was set as the trajectory criterion. In the dynamic battlefield, which consisted of dynamic detection radar and fixed/moving obstacles the criterion, based on the idea of dynamic window approach, was extended from the traditional single-step optimal principle to the evaluation of multi-step predicted trajectory. At the same time, the effects of the detection radar and fixed/moving obstacles on the predicted trajectory were also considered. The optimal heading of unmanned aerial vehicle was chosen by the moving horizon method. And the numerical simulations show that the algorithm enables the unmanned aerial vehicle to ensure the high-precision bearing-only target localization under the condition of effectively avoiding the radar threat and fixed/moving obstacles, which provides new ideas for solving the problem of single unmanned aerial vehicle bearing-only target localization in a dynamic battlefield environment.]]></description>
<pubDate>2021/9/29 9:04:41</pubDate>
<category><![CDATA[控制科学与工程·材料科学与工程·电子科学与技术]]></category>
<author><![CDATA[CHEN Fangzheng, HAO Shaojie]]></author>
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<atom:name>CHEN Fangzheng, HAO Shaojie</atom:name>
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<guid><![CDATA[http://journal.nudt.edu.cn/gfkjdxxben/article/abstract/202105016]]></guid><cfi:id>5</cfi:id><cfi:read>true</cfi:read></item>
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<title xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="text"><![CDATA[Experimental study on the characteristics and influencing factors of liquid spurt caused by hydrodynamic ram]]></title>
<link><![CDATA[http://journal.nudt.edu.cn/gfkjdxxben/article/abstract/202105017]]></link>
<description xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="html"><![CDATA[In order to study the characteristics of liquid spurt caused by the hydrodynamic ram and its influencing factors, experiments in which high-velocity fragment impacts the liquid-filled container have been conducted. The characteristics of cavity oscillation in the container, the pressure distribution and the liquid spurt outside the container were tested. Experimental results show that there are two different phases of the liquid spurt. The first phase occurs within 400～700 μs after the cavity grows to its maximum volume and the liquid spurt has an arrow-shaped head. In the second phase, a number of similar pulsating spurt occurs, and each single pulsating occurs after each time of the cavity collapse. The liquid spurt has an umbrella-shaped head with a linear-shape tail. The pressure in the liquid and the shape of penetration orifice affects the velocity of the liquid spurt. The relative velocity of liquid spurt decreases in inverse proportion with the increase of the fragment impact velocity. The velocity of the liquid spurt fluctuates in the motivation. The velocity of the liquid spurt decreases and the location of the inflection point of the velocity can be closer to the penetration orifice with the increase of the number of spurts.]]></description>
<pubDate>2021/9/29 0:00:00</pubDate>
<category><![CDATA[控制科学与工程·材料科学与工程·电子科学与技术]]></category>
<author><![CDATA[CHEN Anran, LI Xiangdong, ZHOU Lanwei, JI Yangziyi]]></author>
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<atom:name>CHEN Anran, LI Xiangdong, ZHOU Lanwei, JI Yangziyi</atom:name>
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<guid><![CDATA[http://journal.nudt.edu.cn/gfkjdxxben/article/abstract/202105017]]></guid><cfi:id>4</cfi:id><cfi:read>true</cfi:read></item>
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<title xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="text"><![CDATA[Test on the permeability of quartz hybrid phenolic material under different pyrolysis temperatures]]></title>
<link><![CDATA[http://journal.nudt.edu.cn/gfkjdxxben/article/abstract/202105018]]></link>
<description xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="html"><![CDATA[In order to acquire the permeability of quartz hybrid phenolic materials at different temperatures, the experimental device which was used for measurement in gas permeation process in quartz hybrid phenolic materials was developed, and a method based on Darcy′s law for measuring permeability of quartz hybrid phenolic materials was presented. Quartz hybrid phenolic materials at different pyrolysis temperatures were chosen as the research object, and the gas pressure between down and upper materials and the gas flow rate through the materials were obtained. The permeability of the materials was obtained according to Darcy′s law. The results show that the permeability of complex pore composites can be measured by this experimental device. As the results show, the permeability of the quartz hybrid phenolic material is positively correlated with the pyrolysis temperature. The higher the pyrolysis temperature is, the greater the permeability be. The permeability level is in 10-13 m<sup>2</sup> at 673 K pyrolysis temperature and in 10-12 m<sup>2</sup> at 873 K and 1 073 K pyrolysis temperature. Furthermore, permeability of quartz hybrid phenolic materials and pyrolysis temperature meet the formula K=9.5×10-15T-6.32×10-12. The experimental results have enriched the basic physical data of this kind of resin-based composite materials, and provided a basis for the analysis of material permeability and thermal mass diffusion characteristics.]]></description>
<pubDate>2021/9/29 0:00:00</pubDate>
<category><![CDATA[控制科学与工程·材料科学与工程·电子科学与技术]]></category>
<author><![CDATA[WANG Liyan, CHEN Weihua, CUI Zhanzhong, WANG Zhenfeng, WANG Yun, JI Bingbing]]></author>
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<atom:name>WANG Liyan, CHEN Weihua, CUI Zhanzhong, WANG Zhenfeng, WANG Yun, JI Bingbing</atom:name>
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<title xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="text"><![CDATA[Mechanochemical effect of 921A steel corrosion in seawater]]></title>
<link><![CDATA[http://journal.nudt.edu.cn/gfkjdxxben/article/abstract/202105019]]></link>
<description xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="html"><![CDATA[In order to study the effect of elastic stress and elastoplastic strain on the corrosion behavior of 921A steel in simulated seawater, the electrochemical properties of 921A steel under the synergistic action of load and corrosion, such as open circuit potential, potentiodynamic polarization curves and EIS(electrochemical impedance spectroscopy), were tested by a homemade load-electrochemical experimental device. The corrosion rate correction factor under stress was defined by the charge transfer resistance obtained by EIS, and the experimental corrosion rate correction factor was compared with the theoretical value. Results show that the effects of elastic tensile stress and the elastic compressive stress on the mechanochemical effect are symmetrical. The mechanochemical effect increases with the increase of the elastic stress, and increases first and then decreases with the increase of the elastoplastic strain. The effect of the elastoplastic strain on mechanochemical effect is far greater than that of the elastic stress. In the scope of this study, the maximum negative shift of corrosion potential caused by the elastoplastic strain is 62.6 mV, and the corresponding corrosion rate correction factor is 4.113, while those caused by the elastic stress are 24.5 mV and 1.746, respectively. Therefore, the effect of stress and strain on the corrosion behavior of 921A steel in seawater cannot be ignored.]]></description>
<pubDate>2021/9/29 9:04:41</pubDate>
<category><![CDATA[控制科学与工程·材料科学与工程·电子科学与技术]]></category>
<author><![CDATA[WANG Xiangjun, XU Qinglin, SONG Yusu, WANG Haiguang]]></author>
<atom:author xmlns:atom="http://www.w3.org/2005/Atom">
<atom:name>WANG Xiangjun, XU Qinglin, SONG Yusu, WANG Haiguang</atom:name>
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<title xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="text"><![CDATA[Simulation analysis of long-range propagation of charged particle beams propelled by moving window]]></title>
<link><![CDATA[http://journal.nudt.edu.cn/gfkjdxxben/article/abstract/202105020]]></link>
<description xmlns:cf="http://www.microsoft.com/schemas/rss/core/2005" cf:type="html"><![CDATA[It is difficult to simulate the long-distance transport of charged particle clusters above kilometer level by using particle simulation methods directly. To solve this problem, based on the electrostatic model, the moving window technology was introduced to make the 100-meter particle transmission moving window advance with the movement of the cluster, and a long-distance transmission model of the charged particle cluster was established. Compared with the radial expansion characteristics of the charged particle cluster obtained by the simulation with the calculation results of the envelope equation, the two are in good agreement, which proves the feasibility of combining the moving window technology in the simulation study of the long-distance transport of the charged particle cluster and the rationality of the transmission model. This model was further used to analyze the long-range transmission process of the 100 MeV relativistic electron beam cluster and the changes of its internal parameters and self-generated field. It was found that the self-generated electric field and magnetic field of the beam are in a highly symmetrical distribution in the radial direction, and in a slightly forward distribution in the axial direction. At the same time, the axial velocity distribution of the particle inside the beam also changes.]]></description>
<pubDate>2021/9/29 0:00:00</pubDate>
<category><![CDATA[控制科学与工程·材料科学与工程·电子科学与技术]]></category>
<author><![CDATA[Hao Jianhong, Wang Xi, Zhang Fang, Zhao Qiang, Xue Bixi, Fan Jieqing, Dong Zhiwei]]></author>
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<atom:name>Hao Jianhong, Wang Xi, Zhang Fang, Zhao Qiang, Xue Bixi, Fan Jieqing, Dong Zhiwei</atom:name>
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