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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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liquids in motion
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作者 DARREND’AGOSTIHO 《计算机光盘软件与应用(COMPUTER ARTS数码艺术)》 2005年第6期30-35,共6页
你不需要去ILM创建真实感的流体模拟。看看如何运用RealFlow3的评估版完成这个水人物的动画.
关键词 模拟应用软件 RealFlow 3 动画制作软件 应用软件 ILM
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Analysis and application in controlling surrounding rock of support reinforced roadway in gob-side entry with fully mechanized mining 被引量:10
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作者 DENG Yuehua TANG Jianxin +2 位作者 ZHU Xiangke FU Yong DAI Zhangyin 《Mining Science and Technology》 EI CAS 2010年第6期839-845,共7页
In order to optimize gob-side entry in fully-mechanized working face in moderate-thick-coal seams, we adopt a new attempt to pack roadside by pumping ordinary concrete, which is very important for the development of g... In order to optimize gob-side entry in fully-mechanized working face in moderate-thick-coal seams, we adopt a new attempt to pack roadside by pumping ordinary concrete, which is very important for the development of gob-side entry technology. The concrete has a long initial setting time and a low initial strength. So it is difficult to control the surrounding rock. In this paper, we analyze the effect of using roadside cable to reinforce supporting in gob-side entry surrounding rock controlling based on elas-tic-plastic and material mechanics knowledge. And then we propose a scheme that cable is used to reinforce roadside supporting and a single hydraulic prop is used as the temporary supporting in gob side. Using the numerical simulation software FLAC2D, we numerically simulated supporting scheme. Results of both the 2D modeling and the industrial test on No.3117 face in Jingang Mine prove that the scheme is feasible. The results show that the technology of protecting the roadway in gob-entry retained efficiently make up the deficiency of roadside packing with ordinary concrete, effectively control the roof strata and acquire a good result of retaining roadway. 展开更多
关键词 gob-side entry retained surrounding rock controlling cable reinforced roadside supporting FLAC2D single hydraulic prop roadside support pumping of concrete
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Numerical simulation of dust distribution at a fully mechanized face under the isolation effect of an air curtain 被引量:19
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作者 Wang Pengfei Feng Tao Liu Ronghua 《Mining Science and Technology》 EI CAS 2011年第1期65-69,共5页
At a fully mechanized working face of a coal mine as prototype,we investigated,by simulation,the flow field and dust distribution during the process of its isolation by a curtain of air,using the CFD software, Fluent.... At a fully mechanized working face of a coal mine as prototype,we investigated,by simulation,the flow field and dust distribution during the process of its isolation by a curtain of air,using the CFD software, Fluent.The results show that the air curtain installed on the shearer can effectively prevent the dust (especially the respirable dust)from diffusing into the work area of the operator,reducing the dust concentration on the side of the operator and greatly improving his working environment.The field application of the air curtain shows that the dust-isolation effect of an air curtain is quite noticeable.The isolation efficiency for respiratory dust is over 70%and,as well,it has good dust-isolation effect for nonrespiratory dust.The air curtain is a useful way to resolve the problem of dust-isolation at a fully mechanized working face.It has a practical background elsewhere with more extensive applications. 展开更多
关键词 Fully mechanized face Air curtain Dust distribution Numerical simulation Dust-isolation efficiency
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Virtual Reality and Its Application to Slide Annimation of Landslide
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作者 PANJianping YEHuanzhou 《Geo-Spatial Information Science》 2004年第2期153-156,共4页
A few researches adopt virtual reality in landslide. So it is significant to combine the physics\|based deformable method with the process simulation of a sliding landslide, this way the dynamic process of a going lan... A few researches adopt virtual reality in landslide. So it is significant to combine the physics\|based deformable method with the process simulation of a sliding landslide, this way the dynamic process of a going landslide can be simulated. The analysis of the dynamic law of landslide provides a foundation to forecast and make it realiable to foretell disasters. After recounting the condition of VR and landsliding body simulation, this paper puts forward simulating landslide by the physics\|based deformable method. The method divides landsliding into deformable body and rigid one. The deformation of deformable body can be compute by DDA and FEM, and DDA fits the great deformation and FEM is good for the tiny deformation. This paper shows it is feasible to simulate the landslide animation by this method. 展开更多
关键词 virtual reality ANIMATION LANDSLIDE
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Development and Application of Heat-integrated Aromatics Fractionation Process
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作者 Yang Weisheng Kong Dejin Tan Yongzhong 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS 2009年第2期21-26,共6页
The PRO/Ⅱ process simulation software was applied to carry out simulated calculation of the aromatics fractionation unit and the heat integrated rectification process was proposed for the aromatics fractionation sect... The PRO/Ⅱ process simulation software was applied to carry out simulated calculation of the aromatics fractionation unit and the heat integrated rectification process was proposed for the aromatics fractionation section of the 1.0 Mt/a toluene disproportionation unit at the Zhenhai Refining and Chemical Company. The optimized operating parameters were obtained through the energy utilization analysis,process simulation,heat exchanger calculations and comparisons of utility consumption. The operation of commercialized unit has revealed that the design parameters of each rectification column were consistent with the operation results,and the utility consumption was about 47% lower than the traditional heat integrated process. 展开更多
关键词 aromatics fractionation heat integration energy conservation
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天然气管道生产运行中管存的合理控制 被引量:6
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作者 焦金改 马燕 +1 位作者 王乐莲 赵翔 《中国石油和化工标准与质量》 2014年第10期236-236,232,共2页
介绍了天然气管道管存的定义,管存合理控制的重要性、影响因素确定方法及其计算管存的方法。结合国内外长输管道合理管存方法的应用经验,以陕西天然气管道为例,进行了合理管存计算和分析。
关键词 天然气管道 合理管存确定 模拟软件管存计算系统应用
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