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基于软件机器人的工控靶场应用软件行为模拟
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作者 刘志尧 张格 +3 位作者 刘红日 张旭 陈翊璐 王佰玲 《北京航空航天大学学报》 EI CAS CSCD 北大核心 2024年第7期2237-2244,共8页
工控靶场为开展工业控制系统(ICS)安全研究提供重要支撑。面向工控靶场关键任务之一的应用软件行为模拟,提出一种软件机器人方法以实现工控靶场应用软件行为的逼真模拟。考虑软件图形界面及软件内在显隐式规则,提出基于尺度不变特征变换... 工控靶场为开展工业控制系统(ICS)安全研究提供重要支撑。面向工控靶场关键任务之一的应用软件行为模拟,提出一种软件机器人方法以实现工控靶场应用软件行为的逼真模拟。考虑软件图形界面及软件内在显隐式规则,提出基于尺度不变特征变换(SIFT)图像相似度的软件菜单采集算法及混合状态机模型对应用软件行为进行建模。针对软件机器人的智能化问题,使用深度Q网络(DQN)算法驱动软件机器人对应用软件行为进行自主学习,同时结合多重经验回访和多重目标网络对DQN算法进行优化。实验结果表明:基于DQN的软件机器人能够对工控软件进行有效学习,且优化后的DQN算法自主学习效果更佳。 展开更多
关键词 工控靶场 应用软件行为模拟 软件机器人 混合状态机 深度Q网络
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基于混合信号状态机的交流固态功率控制器功能模型 被引量:4
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作者 阮立刚 王莉 +1 位作者 叶家瑜 杨善水 《航空学报》 EI CAS CSCD 北大核心 2017年第11期225-235,共11页
提出了一种基于混合信号状态机的交流(AC)固态功率控制器(SSPC)功能模型。通过分析交流SSPC工作特点和工作模态得出其状态转换规律和阻抗变化规律。定义了交流SSPC的3个稳定状态、4个中间转换状态和11个状态转换函数以描述交流SSPC在稳... 提出了一种基于混合信号状态机的交流(AC)固态功率控制器(SSPC)功能模型。通过分析交流SSPC工作特点和工作模态得出其状态转换规律和阻抗变化规律。定义了交流SSPC的3个稳定状态、4个中间转换状态和11个状态转换函数以描述交流SSPC在稳态导通和关断、零电压开通、零电流关断以及短路故障关断过程中的阻抗转换规律。讨论了交流SSPC短路故障关断的两种方式:"立即关断"和"零电流关断"的功能级建模方法。利用Saber软件的混合信号状态机建模工具StateAMS实现了该模型,并与两种短路关断方式交流SSPC实验结果对比验证了模型准确性。模型仿真速度测试结果对比表明该模型能够显著提高仿真效率。 展开更多
关键词 飞机配电系统 固态功率控制器 功能模型 混合信号状态机 零电压开通 零电流关断 短路故障保护
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FPGA时序结构的LBT变换控制器设计
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作者 顾泽凌 杨明远 +1 位作者 丁红晖 衡燕 《电子技术应用》 2019年第2期45-49,共5页
JPEG XR编码算法中重叠双正交变换(LBT)传统的FPGA实现都是基于线性提升结构,无时序约束,存在亚稳态、码流不受控等问题。为此,设计了一种基于FPGA时序结构的LBT变换控制器,该设计采用混合状态机,将LBT变换算子设计为时序控制结构的数... JPEG XR编码算法中重叠双正交变换(LBT)传统的FPGA实现都是基于线性提升结构,无时序约束,存在亚稳态、码流不受控等问题。为此,设计了一种基于FPGA时序结构的LBT变换控制器,该设计采用混合状态机,将LBT变换算子设计为时序控制结构的数据处理模块。数据处理模块通过握手信号与前后控制模块进行指令通信,并根据指令进行相应的数据处理。为了节省FPGA内部存储空间,该设计采用单RAM循环结构,由通道选择器来切换各个控制模块与RAM之间的通道。各个控制模块根据数据处理模块反馈的应答指令实时计算图像数据的地址,交叉对RAM进行读写操作。实验结果表明,该控制器实现了对LBT变换的FPGA时序约束,处理后的图像与MATLAB仿真图像基本一致,达到了预期目的。 展开更多
关键词 JPEGXR LBT FPGA 混合状态机 循环结构 时序约束
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Influence analysis of flow rule in mine fire during injecting inert gases
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作者 NIU Hui-yong WANG Hai-qiao 《Journal of Coal Science & Engineering(China)》 2011年第4期422-425,共4页
According to the action law of gas flow during injecting inert gases as the research main line, and hydromechanics and thermodynamics theories, the characteristic of gas delamination that was caused by injecting inert... According to the action law of gas flow during injecting inert gases as the research main line, and hydromechanics and thermodynamics theories, the characteristic of gas delamination that was caused by injecting inert gases to closed fire zone was analyzed. The criterion was brought forward, which could scale disappearing probability of turbulent state. Formation mechanism of gas layer in turbulent state was discussed primarily. Simultaneously, the condition was pointed out, which could makc the gas in turbulent state by injecting different gases. The mathematical model about dynamic changes of oxygen and methane concentration in the process of injecting gases was erected. The mixture mechanism about injecting different flow inert gases and flammable gas layer in closed fire zone was revealed. 展开更多
关键词 injecting inert gases mine fire secondary disasters gas explosion gas migration
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Composition and mixing state of water soluble inorganic ions during hazy days in a background region of North China 被引量:4
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作者 LU YaLing CHI JianWei +4 位作者 YAO Lan YANG LingXiao LI WeiJun WANG ZiFa WANG WenXing 《Science China Earth Sciences》 SCIE EI CAS CSCD 2015年第11期2026-2033,共8页
Knowledge of haze particles in background areas of North China is limited, although they have been studied well in urban settings. Atmospheric aerosol particles were collected at a background site in the North China P... Knowledge of haze particles in background areas of North China is limited, although they have been studied well in urban settings. Atmospheric aerosol particles were collected at a background site in the North China Plain during 16–31 January, 2011. Water soluble inorganic ions of PM2.5 and physicochemical characteristics of individual particles on hazy and clean days were measured by Ion Chromatography(IC) and Transmission Electron Microscopy(TEM), respectively. Average PM2.5 mass concentration was 50.4±29.9 μg m?3 with 62.5±26.8 μg m?3 on hazy days and 19.9±11.5 μg m?3 on clean days. SO42?, NO3?, and NH4+ with a combined mass concentration of 19.0±11.5 μg m?3 accounted for 69.8%–89.4% of the total water soluble inorganic ions. Size distributions of SO42? and NH4+ showed one unimodal peak at 0.56–1.8 μm on hazy days, whereas NO3? appeared as bimodal peaks at 0.56–1.8 and 5.6–10 μm, respectively. Individual particle analyses showed that the dominant aerosols were a mixture of sulfate, nitrate, and carbonaceous species, which together determine their mixing states. 48-h air mass back trajectories on hazy days suggested that air masses crossed the polluted continental areas(such as Jing-jin-ji region and Shandong province) and entrained ground air pollutants 11–19 hours before reaching the background area. During long-range transport particles undergo ageing and tend to be internally mixed mainly due to condensation in the background atmosphere. Our results suggest that hygroscopic and optical properties of these aerosol particles in the background area differ substantially from those in urban areas. 展开更多
关键词 water soluble inorganic ions individual particles secondary particles mixing state background region haze episode
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