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A hierarchical simulation framework incorporating full-link physical response for short-range infrared detection
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作者 Mingze Gao Lixin Xu +4 位作者 Shiyuan Hu Xiaolong Shi Jiaming Gao Yanjiang Wu Huimin Chen 《Defence Technology(防务技术)》 2025年第8期351-363,共13页
Missile-borne short-range infrared detection(SIRD)technology is commonly used in military ground target detection.In complex battlefield environments,achieving precise strike on ground target is a challenging task.How... Missile-borne short-range infrared detection(SIRD)technology is commonly used in military ground target detection.In complex battlefield environments,achieving precise strike on ground target is a challenging task.However,real battlefield data is limited,and equivalent experiments are costly.Currently,there is a lack of comprehensive physical modeling and numerical simulation methods for SIRD.To this end,this study proposes a SIRD simulation framework incorporating full-link physical response,which is integrated through the radiative transfer layer,the sensor response layer,and the model-driven layer.In the radiative transfer layer,a coupled dynamic detection model is established to describe the external optical channel response of the SIRD system by combining the infrared radiation model and the geometric measurement model.In the sensor response layer,considering photoelectric conversion and signal processing,the internal signal response model of the SIRD system is established by a hybrid mode of parametric modeling and analog circuit analysis.In the model-driven layer,a cosimulation application based on a three-dimensional virtual environment is proposed to drive the full-link physical model,and a parallel ray tracing method is employed for real-time synchronous simulation.The proposed simulation framework can provide pixel-level signal output and is verified by the measured data.The evaluation results of the root mean square error(RMSE)and the Pearson correlation coefficient(PCC)show that the simulated data and the measured data achieve good consistency,and the evaluation results of the waveform eigenvalues indicate that the simulated signals exhibit low errors compared to the measured signals.The proposed simulation framework has the potential to acquire large sample datasets of SIRD under various complex battlefield environments and can provide an effective data source for SIRD application research. 展开更多
关键词 Short-range infrared detection Full-link physical response Signal level simulation
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Simulation of Cyber-Physical Systems of Systems: Some Research Areas-Computational Understanding, Awareness, and Wisdom 被引量:2
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作者 Tuncer Oren 《系统仿真学报》 CAS CSCD 北大核心 2018年第2期363-385,共23页
After a brief emphasis about the interconnected world, including Cyber-Physical Systems of Systems, the increasing importance of the decision-making by autonomous, quasi-autonomous, and autonomic systems is emphasised... After a brief emphasis about the interconnected world, including Cyber-Physical Systems of Systems, the increasing importance of the decision-making by autonomous, quasi-autonomous, and autonomic systems is emphasised. Promising roles of computational understanding, computational awareness, and computational wisdom for better autonomous decision-making are outlined. The contributions of simulation-based approaches are listed. 展开更多
关键词 cyber-physical SYSTEMS of SYSTEMS decision-making by autonomous andautonomic SYSTEMS COMPUTATIONAL UNDERSTANDING COMPUTATIONAL AWARENESS COMPUTATIONAL WISDOM simulation-based knowledge processing
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CFD prediction of physical field for multi-air channel pulverized coal burner in rotary kiln 被引量:8
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作者 马爱纯 周孑民 +1 位作者 欧俭平 李旺兴 《Journal of Central South University of Technology》 EI 2006年第1期75-79,共5页
A 3-D numerical simulation with CFX software on physical field of multi-air channel coal burner in rotary kiln was carried out. The effects of various operational and structural parameters on flame feature and tempera... A 3-D numerical simulation with CFX software on physical field of multi-air channel coal burner in rotary kiln was carried out. The effects of various operational and structural parameters on flame feature and temperature distribution were investigated. A thermal measurement was conducted on a rotary kiln (4.5m in diameter, 90m in length) with four-air channel coal burner to determine the boundary conditions and to verify the simulation results. The calculation result shows that the distribution of velocity near burner exit is saddle-like; recirculation zones near nozzle and wall are useful for mixture primary air with coal and high temperature fume. A little central airflow can avoid coal backing up and cool nozzle. Adjusting the ratio of internal airflow to outer airflow is an effective and major means to regulate flame and temperature distribution in sintering region. Large whirlcone angle can intensify disturbution range at flame root to accelerate ignition and mixture. Large coal size can reduce high temperature region and result in coal combusting insufficiently. Too much combustion air will lengthen flame and increase heat loss. 展开更多
关键词 CFD numerical simulation CFX physical field multi-air channel coal burner rotary kiln
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Fast weighting method for plasma PIC simulation on GPU-accelerated heterogeneous systems 被引量:2
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作者 杨灿群 吴强 +3 位作者 胡慧俐 石志才 陈娟 唐滔 《Journal of Central South University》 SCIE EI CAS 2013年第6期1527-1535,共9页
Particle-in-cell (PIC) method has got much benefits from GPU-accelerated heterogeneous systems.However,the performance of PIC is constrained by the interpolation operations in the weighting process on GPU (graphic pro... Particle-in-cell (PIC) method has got much benefits from GPU-accelerated heterogeneous systems.However,the performance of PIC is constrained by the interpolation operations in the weighting process on GPU (graphic processing unit).Aiming at this problem,a fast weighting method for PIC simulation on GPU-accelerated systems was proposed to avoid the atomic memory operations during the weighting process.The method was implemented by taking advantage of GPU's thread synchronization mechanism and dividing the problem space properly.Moreover,software managed shared memory on the GPU was employed to buffer the intermediate data.The experimental results show that the method achieves speedups up to 3.5 times compared to previous works,and runs 20.08 times faster on one NVIDIA Tesla M2090 GPU compared to a single core of Intel Xeon X5670 CPU. 展开更多
关键词 GPU computing heterogeneous computing plasma physics simulations particle-in-cell (PIC)
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Comparison of structure and physical fields in 400 kA aluminum reduction cells 被引量:1
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作者 丁吉林 李劼 +3 位作者 张红亮 徐宇杰 杨帅 刘业翔 《Journal of Central South University》 SCIE EI CAS 2014年第11期4097-4103,共7页
To investigate the differences and the development trends of the 400 kA aluminum reduction cell, four representative cells were deeply analyzed. By using numerical simulation methods in ANSYS software, the structure p... To investigate the differences and the development trends of the 400 kA aluminum reduction cell, four representative cells were deeply analyzed. By using numerical simulation methods in ANSYS software, the structure parameters were firstly compared, and then three-dimensional models of electric-magnetic-flow field were built and solved with finite element method(FEM). The comparison of the structures reveals that the cell bodies are similar while the current flow path and distribution ratio of bus bars are different. It appears that most of the current(70%-80%) in side A are used as the magnetic field compensation current and flow through two ends. The numerical simulation results indicate that the distributions of magnetic fields are different but all satisfy with the magnetohydrodynamics(MHD) stabilization, and the flow patterns are all two or multi vortexes with appropriate velocities. The comparison shows that all studied cells can satisfy with the physical field requirement, and the commercial applications also verify that the 400 kA cells have become the product of the mature and world's leading technology. 展开更多
关键词 aluminum electrolysis numerical simulation bus structure physical field
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A Physical Model of Electromagnetic Force from PEMA Acted on Metal Projectiles 被引量:1
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作者 胡金锁 杨作宾 《Defence Technology(防务技术)》 SCIE EI CAS 2007年第3期191-194,共4页
Electromagnetic armor is a new conceptual combat vehicle technology, which improves remarkably the defensive capability and maneuverability of vehicles. The authors present definitely to apply the electromagnetic theo... Electromagnetic armor is a new conceptual combat vehicle technology, which improves remarkably the defensive capability and maneuverability of vehicles. The authors present definitely to apply the electromagnetic theory to analyze the electromagnetic armor. Based on electromagnetics, the experienced expression of projectile and the physical model of PEMA (passive electromagnetic armor) are obtained when electric current flows through the system, and a computer simulation is given. 展开更多
关键词 应用力学 电磁力 物力模式 模拟化
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Process Optimization of Cu-en/AP Composite Microspheres Preparation by Electrostatic Spray Method Based on ANSYS Simulation
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作者 LIU Lei HU Tian-yuan +1 位作者 SONG Ming-jun JI Wei 《火炸药学报》 EI CAS CSCD 北大核心 2024年第10期899-909,I0002,共12页
To investigate the process optimizationof Cu-en/AP composite microspheres preparation via electrostatic spraying,and to reveal the effects of droplet properties and flow rate variations on the experimental results dur... To investigate the process optimizationof Cu-en/AP composite microspheres preparation via electrostatic spraying,and to reveal the effects of droplet properties and flow rate variations on the experimental results during the electrostatic spraying process,the prepared process parameters of Cu-en/AP composite microspheres by electrostatic spray method under the orthogonal experimental design simulated by ANSYS(Fluent).The influence of flow rate,solvent ratio,and solid mass on the experimental results is examined using a controlled variable method.The results indicate that under the conditions of a flow rate of 2.67×10^(-3)kg/s an acetone-to-deionized water ratio of 1.5∶1.0,and a solid mass of 200 mg,the theoretical particle size of the composite microspheres can reach e nanoscale.Droplet trajectories in the electric field remain stable without significant deviation.The simulation results show that particle diameter decreases with increasing flow rate,with the trend leveling off around a flow rate of 1×10^(-3)kg/s.As the solvent ratio increases(with higher acetone content),particle diameter initially decreases,reaching a minimum around a ratio of 1.5∶1.0 before gradually increasing.Increasing the solid mass also reduces the particle diameter,with a linear increase in diameter observed at around 220 mg.Cu-en/AP composite microspheres with nanoscale dimensions were confirmed under these conditions by the final SEM images. 展开更多
关键词 physical chemistry fluent simulation ammonium perchlorate composite microspheres electrostatic spray process conditions
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Fabrication of energetic semiconductor Bridge with high efficiency,accuracy and low cost by 3D direct writing
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作者 Yongqi Da Jiangtao Zhang +4 位作者 Fuwei Li Yuxuan Zhou Jianbing Xu Yinghua Ye Ruiqi Shen 《Defence Technology(防务技术)》 2025年第8期69-82,共14页
Enhancing the output capacity of semiconductor bridge(SCB) through the application of composite nano-energetic films is a subject of wide concern. Furthermore, improving the safety, reliability, and production efficie... Enhancing the output capacity of semiconductor bridge(SCB) through the application of composite nano-energetic films is a subject of wide concern. Furthermore, improving the safety, reliability, and production efficiency of energetic semiconductor bridge(ESCB) is the primary focus for large-scale engineering applications in the future. Here, the Al/CuO nano-film ESCB was efficiently fabricated using 3D direct writing. The electrostatic safety of the film is enhanced by precisely adjusting the particle size of Al, while ensuring that the SCB can initiate the film with small energy. The burst characteristics of SCB/ESCB were thoroughly investigated by employing a 100 μF tantalum capacitor to induce SCB and ESCB under an intense voltage gradient. The solid-state heating process of both SCB and ESCB was analyzed with multi physical simulation(MPS). The experimental results demonstrate that the critical burst time of both SCB and ESCB decreases with increasing voltage. Under the same voltage, the critical burst time of ESCB is longer than that of SCB, primarily due to differences in the melting to vaporization stage. The MPS results indicate that the highest temperature is observed at the V-shaped corner of SCB. Due to the thermal contact resistance between SCB and the film, heat conduction becomes more concentrated in the central region of the bridge, resulting in a faster solid-state heating process for ESCB compared to SCB.The results of the gap ignition experiments indicate that at a 19 mm gap, an ESCB with a film mass of 10 mg can ignite nickel hydrazine nitrate(NHN) and cyclotrimethylenetrinitramine(RDX). This suggests that thermite ESCB can serve as a novel, safe, and reliable energy exchange element and initiator in largescale engineering applications. 展开更多
关键词 semiconductor bridge Al/CuO film Multi physical simulation(MPS) Electrostatic safety Gap ignition
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基于Simulink/RTW的冲压发动机控制系统半实物仿真 被引量:6
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作者 尤裕荣 徐中节 逯婉若 《火箭推进》 CAS 2008年第5期49-53,共5页
基于Matlab/Simulink软件开发平台,建立了冲压发动机控制系统的数学模型,通过TLC将仿真模型自动转化成C代码,提高仿真速度,并利用Real-Time Windows Target实现了仿真软件的实时运行。利用该仿真软件,实现了冲压发动机控制系统半实物仿... 基于Matlab/Simulink软件开发平台,建立了冲压发动机控制系统的数学模型,通过TLC将仿真模型自动转化成C代码,提高仿真速度,并利用Real-Time Windows Target实现了仿真软件的实时运行。利用该仿真软件,实现了冲压发动机控制系统半实物仿真试验,对冲压发动机的供油控制规律进行仿真研究,验证了所采用的控制规律、控制算法的可行性。 展开更多
关键词 simulink/RTW 冲压发动机控制系统 半实物仿真
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基于SEMI标准的半导体工艺设备功能仿真系统设计 被引量:4
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作者 王巍 邹龙庆 +3 位作者 徐华 李搏 贾培发 李垒 《电子科技大学学报》 EI CAS CSCD 北大核心 2012年第4期599-604,共6页
设计实现了一个基于SEMI标准的半导体工艺设备仿真平台,该平台具有通用可配置特性。在该平台的基础上,构建了一套基于SEMI标准的气路功能仿真系统,该气路仿真系统包含了功能层、逻辑层和外部通信接口层,既能满足单独设备的功能仿真需求... 设计实现了一个基于SEMI标准的半导体工艺设备仿真平台,该平台具有通用可配置特性。在该平台的基础上,构建了一套基于SEMI标准的气路功能仿真系统,该气路仿真系统包含了功能层、逻辑层和外部通信接口层,既能满足单独设备的功能仿真需求,也能对整个系统的功能进行仿真验证。该系统实现了对物理气相沉积(PVD)系统中,气路中阀门的闭合动作及气流变化等的实时仿真分析。 展开更多
关键词 功能仿真 物理气相沉积系统 半导体工艺设备 semi标准
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基于Matlab/Simulink的半挂汽车列车防抱死制动系统仿真研究 被引量:3
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作者 王立平 李守成 刘英杰 《拖拉机与农用运输车》 2011年第6期28-31,35,共5页
以半挂汽车列车为研究对象,建立整车数学模型、轮胎模型、PID控制器模型、气压系统模型和滑移率的计算模型。对所建立的半挂汽车列车防抱死制动系统数学模型进行仿真研究,得出在干路面、湿路面和冰路面上的仿真曲线。仿真结果表明,建立... 以半挂汽车列车为研究对象,建立整车数学模型、轮胎模型、PID控制器模型、气压系统模型和滑移率的计算模型。对所建立的半挂汽车列车防抱死制动系统数学模型进行仿真研究,得出在干路面、湿路面和冰路面上的仿真曲线。仿真结果表明,建立的防抱死制动系统数学模型可靠,能达到较为理想的制动控制效果,验证了半挂汽车列车防抱死制动系统具有良好的制动性能和方向操纵性。 展开更多
关键词 半挂汽车列车 防抱死制动系统 建模 仿真
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基于Adams/Car和Matlab/Simulink的汽车半主动悬架模糊控制研究 被引量:4
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作者 徐志强 高瑞贞 +1 位作者 张京军 韩卫沙 《机械设计与制造》 北大核心 2011年第8期101-103,共3页
基于Adams/Car软件创建汽车半主动悬架系统多体模型,利用改进遗传算法优化模糊规则的策略,实现汽车半主动悬架系统模糊控制器的设计,为了证明模糊控制器的控制效果和遗传算法的优化性能,在Matlab/Simulink环境中对汽车半主动悬架系统多... 基于Adams/Car软件创建汽车半主动悬架系统多体模型,利用改进遗传算法优化模糊规则的策略,实现汽车半主动悬架系统模糊控制器的设计,为了证明模糊控制器的控制效果和遗传算法的优化性能,在Matlab/Simulink环境中对汽车半主动悬架系统多体模型实现联合仿真分析。与被动悬架系统的分析对比说明,基于Adams/Car和Matlab/Simulink软件创建的汽车半主动悬架系统模糊控制器在很大程度上降低了人身加速度、改善车辆的乘坐舒适性和驾驶平顺性,同时也证明了采取联合仿真方法的有效性和准确性。 展开更多
关键词 半主动悬架 遗传算法 模糊控制 联合仿真
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基于Matlab/Simulink的光伏电池工程用仿真模型 被引量:8
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作者 严国康 卢继平 徐琳 《电源技术》 CAS CSCD 北大核心 2015年第12期2681-2683,2691,共4页
依据光伏电池的温度特性,提出了光伏电池性能参数对温度补偿系数的设定原则,对补偿系数的典型值进行了修正。依据光伏电池4参数行为模型,结合电池性能参数的修正公式,在Matlab/Simulink平台上开发了一种光伏电池工程用仿真模型。仿真结... 依据光伏电池的温度特性,提出了光伏电池性能参数对温度补偿系数的设定原则,对补偿系数的典型值进行了修正。依据光伏电池4参数行为模型,结合电池性能参数的修正公式,在Matlab/Simulink平台上开发了一种光伏电池工程用仿真模型。仿真结果表明,在不同的环境条件下该仿真模型均能较好地模拟光伏电池的行为特性,模型具有良好的可移植性和便捷性,能够满足工程应用需求。 展开更多
关键词 光伏电池 温度补偿系数 4参数行为模型 MATLAB/simulINK 仿真模型
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基于COMSOL_Mutiphysics的高频电磁阀电磁力动态仿真 被引量:7
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作者 高元鑫 路勇 +2 位作者 苗立贤 李建 王正祎 《哈尔滨工程大学学报》 EI CAS CSCD 北大核心 2021年第11期1641-1646,共6页
针对高频电磁阀动态电磁力仿真计算困难以及运动规律研究不充分的问题,本文利用多物理场仿真分析软件COMSOL;ultiphysics对一种高频电磁阀的动态性能规律探究。通过建模和仿真分析,得到了在设计选用材料和电流参数下的阀芯受电磁力随阀... 针对高频电磁阀动态电磁力仿真计算困难以及运动规律研究不充分的问题,本文利用多物理场仿真分析软件COMSOL;ultiphysics对一种高频电磁阀的动态性能规律探究。通过建模和仿真分析,得到了在设计选用材料和电流参数下的阀芯受电磁力随阀芯位移变化的动态规律,对动态电磁力的仿真结果进行分析,验证了电磁力的产生和端盖退磁的动态响应过程,仿真得到电磁阀的响应时间为3.984 ms,与实验结果误差为2%左右,为高频电磁阀的优化设计和应用提供了理论指导。 展开更多
关键词 高频电磁阀 COMS0L_Multiphysics 多物理场 仿真研究 电磁力 软磁材料 剩磁 优化设计
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基于Process Simulate的工业机器人信息物理融合系统 被引量:9
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作者 朱文华 陶涵 +2 位作者 蔡宝 顾鸿良 王佳 《制造技术与机床》 北大核心 2022年第2期9-13,共5页
工业机器人在进行新工艺开发时一般存在周期长、调试复杂等常见问题。以ABB的IRB120型工业机器人作为研究对象,基于Process Simulate工业仿真平台,采用了工业机器人信息物理融合的方法,实现了工业机器人实体与虚拟模型深度融合的功能,... 工业机器人在进行新工艺开发时一般存在周期长、调试复杂等常见问题。以ABB的IRB120型工业机器人作为研究对象,基于Process Simulate工业仿真平台,采用了工业机器人信息物理融合的方法,实现了工业机器人实体与虚拟模型深度融合的功能,通过数据的通信、采集与传输实现了二者的同步运动功能,进一步分析了虚拟模型相对于实体工业机器人的时间延迟误差。分析结果表明,二者的时间延迟误差在工业允许范围内,说明该技术可为智能制造提供有效的解决方案,可大幅缩短工艺开发周期、降低工艺开发成本,同时该技术也是数字孪生概念下的具体工程应用,技术本身具有较高的工程推广价值。 展开更多
关键词 工业机器人 Process simulate 信息物理融合 数字孪生
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Magnetospheric Physics in China
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作者 CAO Jinbin YANG Junying 《空间科学学报》 CAS CSCD 北大核心 2020年第5期778-855,共78页
In the past two years,many progresses were made in Magnetospheric Physics by using the data of SuperMAG,Double Star Program,Cluster,THEMIS,RBSP,DMSP,DEMETER,NOAA,Van Allen probe,Swarm,MMS,ARTEMIS,MESSENGER,Fengyun,Bei... In the past two years,many progresses were made in Magnetospheric Physics by using the data of SuperMAG,Double Star Program,Cluster,THEMIS,RBSP,DMSP,DEMETER,NOAA,Van Allen probe,Swarm,MMS,ARTEMIS,MESSENGER,Fengyun,BeiDa etc.,or by computer simulations.This paper briefly reviews these works based on papers selected from the 248 publications from January 2018 to December 2019.The subjects covered various sub-branches of Magnetospheric Physics,including geomagnetic storm,magnetospheric substorm,magnetic reconnection,solar wind-magnetosphere-ionosphere interaction,radiation belt,ring current,whistler waves,plasmasphere,outer magnetosphere,magnetotail,planetary magnetosphere,and technique. 展开更多
关键词 Magnetospheric physics DATA Computer simulations
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某砌体结构房屋倒塌事故分析与倒塌全过程仿真模拟 被引量:2
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作者 周云 陈嘉豪 +1 位作者 易伟建 朱茂 《土木工程学报》 北大核心 2025年第7期14-27,共14页
文章以某砌体结构房屋多次结构变动后发生倒塌事故为背景,从结构静力计算、倒塌全过程仿真模拟以及PS-InSAR变形监测3个方面,全面分析某砌体房屋倒塌的受力机理与倒塌成因。首先,采用PKPM软件与人工手算方法验算砌体墙抗力与效应比、高... 文章以某砌体结构房屋多次结构变动后发生倒塌事故为背景,从结构静力计算、倒塌全过程仿真模拟以及PS-InSAR变形监测3个方面,全面分析某砌体房屋倒塌的受力机理与倒塌成因。首先,采用PKPM软件与人工手算方法验算砌体墙抗力与效应比、高厚比等静力学指标,初步分析引起房屋倒塌的最不利位置;采用SAP2000软件计算房屋改建、扩建前后3种工况下底层墙柱轴力值,分析房屋改动对结构受力的影响。其次,基于物理引擎的结构倒塌模拟方法模拟还原结构倒塌全过程,对比分析倒塌后的残骸分布,验证倒塌初始破坏位置及倒塌发展过程。最后,利用PS-InSAR变形监测技术还原房屋过去10年整体沉降变形趋势。研究结果表明:违建加层使总荷载比原结构增加45.54%,其中二层7×E轴柱增轴力增加71.67%,是引起事故的直接原因;模拟结果证实自建房倒塌由二层7×E轴相邻外墙挤压变形退出工作后,柱受压破坏引起的三层及以上向东侧“倾斜”式倒塌,在与东侧相邻建筑物碰撞后呈现出“下坐”式趋势;PS-InSAR监测结果证明,房屋在加层以前相对稳定,而在加层以后,开始存在明显下沉趋势,变形不断发展直到整体倒塌。 展开更多
关键词 连续倒塌 静力分析 物理引擎 仿真模拟 PS-INSAR 事故分析
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煤基固废泡沫充填材料性能及空巷群围岩控制 被引量:1
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作者 孙强 赵瑞 +2 位作者 周楠 高嘉良 袁辉 《煤炭科学技术》 北大核心 2025年第6期327-342,共16页
工作面过空巷是煤矿井下生产过程中普遍面临的工程问题,空巷地质条件赋存复杂且密集时,易导致围岩失稳、支架空顶作业、支架漏底等问题,影响工作面安全高效生产。以鲍店煤矿5316综放工作面过空巷群为研究背景,采用理论分析、实验室测试... 工作面过空巷是煤矿井下生产过程中普遍面临的工程问题,空巷地质条件赋存复杂且密集时,易导致围岩失稳、支架空顶作业、支架漏底等问题,影响工作面安全高效生产。以鲍店煤矿5316综放工作面过空巷群为研究背景,采用理论分析、实验室测试、物理相似模拟及现场实测等方法,研究了水泥泡沫材料、粉煤灰泡沫材料及矸石泡沫材料性能及优势配比,工作面过空巷群围岩变形规律及控制效果。结果表明:发泡剂稀释倍数20倍、水灰质量比0.5、稳泡剂掺量为1%、发泡剂掺量1.0%、石膏掺量7%时,水泥泡沫充填材料28 d试样强度可达1.72 MPa;矸石粒径0~0.3 mm、掺量30%时,矸石泡沫充填材料28 d试样强度可达1.53 MPa;粉煤灰掺量30%时,粉煤灰泡沫充填材料28 d试样强度可达1.13 MPa。提出了以煤基固废泡沫材料充填、补强锚索与U型钢梁加强支护为主的空巷群围岩控制技术方法,并给出了煤基固废泡沫材料空巷充填技术原理及加强支护主要参数设计,通过物理相似模拟试验研究了不同层位空巷群围岩应力峰值变化范围为16.9~26.5 MPa,应力集中系数变化范围为1.61~2.53,同层空巷顶板最大下沉值介于300~400 mm,下伏空巷顶板最大下沉值介于200~300 mm,且空巷交叉处易产生应力集中,变形量较大。工作面开采期间空巷群围岩表面位移、煤岩体(充填体)应力、顶板离层及锚杆(索)载荷、支架工作阻力等现场监测数据显示,整体空巷围岩变形量控制效果较好,实现了工作面安全高效生产。 展开更多
关键词 空巷 泡沫充填材料 物理模拟 围岩变形 应力分布
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基于随机森林算法的智能转向系统故障诊断 被引量:1
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作者 马世典 戴永根 +2 位作者 江浩斌 唐斌 李傲雪 《江苏大学学报(自然科学版)》 北大核心 2025年第5期514-522,共9页
针对现有汽车转向系统故障诊断研究方法泛化性差和故障数据集存在缺陷的问题,提出一种基于随机森林(random forest,RF)算法的智能转向系统故障诊断方法.首先基于Simscape进行智能转向系统物理模型的搭建,与CarSim进行联合仿真,设置多种... 针对现有汽车转向系统故障诊断研究方法泛化性差和故障数据集存在缺陷的问题,提出一种基于随机森林(random forest,RF)算法的智能转向系统故障诊断方法.首先基于Simscape进行智能转向系统物理模型的搭建,与CarSim进行联合仿真,设置多种转向系统关键故障,并采集多种行驶工况下的故障样本来建立数据集.然后建立基于RF的故障诊断模型,对输入数据进行分类,实现智能转向系统的故障诊断,并与典型算法进行对比研究.最后搭建转向系统台架,采集不平衡样本来建立数据集,研究该方法的诊断效果.结果表明:使用RF算法对仿真故障数据集进行故障诊断,故障诊断准确率约为87.43%;试验验证中该方法故障诊断准确率高达99.93%,且具有较快的诊断速度和较好的泛化性能. 展开更多
关键词 智能转向系统 故障诊断 随机森林算法 Simscape物理模型 CarSim联合仿真
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水驱油藏智能综合生产优化技术 被引量:1
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作者 李勇 张立侠 +5 位作者 陈一航 胡丹丹 马瑞程 王舒 李茜瑶 刘达望 《石油勘探与开发》 北大核心 2025年第3期677-691,共15页
针对目前闭环油藏管理中生产优化偏经验性、精度和效率较低、约束优化问题求解困难等问题,分析常用生产优化方法(模型)的原理和优缺点,提出一种兼顾效率和精度、综合考虑实时性与长期性、多种优化模型交互协同的水驱油藏智能综合生产优... 针对目前闭环油藏管理中生产优化偏经验性、精度和效率较低、约束优化问题求解困难等问题,分析常用生产优化方法(模型)的原理和优缺点,提出一种兼顾效率和精度、综合考虑实时性与长期性、多种优化模型交互协同的水驱油藏智能综合生产优化方法。该方法整合了油藏动态认识、简化物理模型和油藏数值模型等多种优化方法(模型),将不同模型的结果和认识相互耦合,以加速模型构建与拟合。采用现场实例对该方法进行解释和验证,结果表明,对于不同应用场景,存在不同的最佳生产优化模型,简化物理模型更适用于短期实时优化,基于模拟器的代理优化和流线模拟优化方法更适用于长期优化策略的制定,二者均需在油藏工程视角的合理约束下进行优化才具有实用价值。 展开更多
关键词 生产优化 油藏管理 简化物理模型 代理优化 流线模拟 数值模拟 动态分析
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