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Optical nonlinearity measurement of 4-(N-methyl,N-hydroxyethl)amino,4'-nitroazobenzene using a transmittance technique with a phase object(T-PO) with top-hat beams at 600-nm wavelength
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作者 金肖 李中国 +3 位作者 张学如 杨昆 王玉晓 宋瑛林 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第10期255-259,共5页
The transmittance technique with a phase object(T-PO),for measuring optical nonlinear coefficients is proposed with a top-hat beam.The sensitivity of the T-PO with a top-hat beam is a factor of 4 greater than that w... The transmittance technique with a phase object(T-PO),for measuring optical nonlinear coefficients is proposed with a top-hat beam.The sensitivity of the T-PO with a top-hat beam is a factor of 4 greater than that with a Gaussian beam.The validity of this method is verified by measuring the nonlinearity of a well-characterized liquid,CS 2 at 532-nm wavelength.The ease of use of this method has been proved by measuring a new compound 4-(N-methyl,N-hydroxyethyl)amino,4'-nitroazobenzene(ANAB) at 600-nm wavelength,indicating that this method can be extended to the measurement of optical nonlinearities in a wide-band spectrum. 展开更多
关键词 transmittance technique with a phase object(T-PO) phase object optical nonlinearities
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Theory of Z-scan technique using Gaussian-Bessel beams with a phase object
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作者 金肖 税敏 +5 位作者 王玉晓 李常伟 杨俊义 张学如 杨昆 宋瑛林 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第7期251-255,共5页
This paper reports the theoretical study of combining Z-scan technique with Gauss-Bessel (GB) beams beside a phase object (PO) to measure the third-order nonlinear susceptibility components. By using this method, ... This paper reports the theoretical study of combining Z-scan technique with Gauss-Bessel (GB) beams beside a phase object (PO) to measure the third-order nonlinear susceptibility components. By using this method, the sign of refractive index which depends on the shape of the close aperture Z-scan curve can be easily determined. Meanwhile, the magnitude of nonlinear coefficients can also be deduced by theoretical fit. The proposed method is advantageous for high sensitivity and imposes a lower stress in the cases of fragile materials, since small pulse energy is enough for the measurement of nonlinear coefficients. Predictions of the models are compared with Gaussian Z-scan measurement and GB Z-scan measurement. By using GB beams with a PO, the sensitivity of Z-scan measurements is found to be a factor of over 60 times greater than for Gaussian beams and 2 times greater than for Gaussian-Bessel beams. 展开更多
关键词 Gaussian-Bessel beams phase object Z-SCAN
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Differential interference contrast phase edging net:an all-optical learning system for edge detection of phase objects
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作者 李一鸣 李然 +5 位作者 陈泉 栾海涛 卢海军 杨晖 顾敏 张启明 《Chinese Optics Letters》 SCIE EI CAS CSCD 2024年第1期21-27,共7页
Edge detection for low-contrast phase objects cannot be performed directly by the spatial difference of intensity distribution.In this work,an all-optical diffractive neural network(DPENet)based on the differential in... Edge detection for low-contrast phase objects cannot be performed directly by the spatial difference of intensity distribution.In this work,an all-optical diffractive neural network(DPENet)based on the differential interference contrast principle to detect the edges of phase objects in an all-optical manner is proposed.Edge information is encoded into an interference light field by dual Wollaston prisms without lenses and light-speed processed by the diffractive neural network to obtain the scale-adjustable edges.Simulation results show that DPENet achieves F-scores of 0.9308(MNIST)and 0.9352(NIST)and enables real-time edge detection of biological cells,achieving an F-score of 0.7462. 展开更多
关键词 diffractive neural network edge detection phase objects
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Two-Phase Multi Objective Fuzzy Linear Programming Approach for Sustainable Irrigation Planning
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作者 D. G. Regulwar Jyotiba B. Gurav 《Journal of Water Resource and Protection》 2013年第6期642-651,共10页
The objective of the present study is to develop the irrigation planning model and to apply the same in the form of Two-Phase Multi Objective Fuzzy Linear Programming (TPMOFLP) approach for crop planning in command ar... The objective of the present study is to develop the irrigation planning model and to apply the same in the form of Two-Phase Multi Objective Fuzzy Linear Programming (TPMOFLP) approach for crop planning in command area of Jayakwadi Project Stage I, Maharashtra State, India. The development of TPMOFLP model is on the basis of various Linear Programming (LP) models and Multi Objective Fuzzy Linear Programming (MOFLP) models, these models have been applied for maximization of the Net Benefits (NB), Crop production (CP), Employment Generation (EG) and Manure Utilization (MU) respectively. The significant increase in the value of level of satisfaction (λ) has been found from 0.58 to 0.65 by using the TPMOFLP approach as compare to that of MOFLP model based on maxmin approach. The two-phase approach solution provides NB = 1503.56 Million Rupees, CP = 335729.30 Tons, EG = 29.74 Million Man days and MU = 160233.70 Tons respectively. The proposed model will be helpful for the Decision Maker (DM) to take a decision under conflicting situation while planning for different conflicting objectives simultaneously and has potential to find out an integrated irrigation planning with prime consideration for economic, social and environmental issue. 展开更多
关键词 SUSTAINABLE IRRIGATION PLANNING Multi objective Fuzzy Linear PROGRAMMING Maxmin APPROACH TWO-phase APPROACH
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Wave equation tomographyin baseband with phase correction from the first arrival traveltimes
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作者 YIN Feng Jerry HARRIS 《石油物探》 EI CSCD 北大核心 2017年第1期69-74,共6页
We use the first arrival traveltime to correct the phase distortion in a nonlinear wave equation inversion scheme.This improves the precision of tomographic reconstruction of a velocity structure with large variations... We use the first arrival traveltime to correct the phase distortion in a nonlinear wave equation inversion scheme.This improves the precision of tomographic reconstruction of a velocity structure with large variations and helps solve the ill-posed problem of wave equation inversion.When the variation of the velocity distribution is large,general non-linear wave equation inversions are very ill-posed and for such strong nonlinear we can not obtain a correct inversion.One of main reasons is that the calculated and observed phase of the wavefield differs greatly if the initial model is far from the true model.This leads to highly mismatched phase between the calculated and the observed wave field.This is so-called"Cycle Skipping"problem in the full waveform inversion.The phase mismatch is even more pronounced if a high operating frequency is employed in order to increase resolution.To address this problem,we use the first arrival to"demodulate"the wave field in the frequency domain with a goal of restoring the phase of wave field.Then we minimize an objective function consisting of so called"demodulated"wave field to solve wave equation inversion problem.In this way,we find that the inversion is much improved,and when the velocity perturbation in a complicated model reaches 35%,we can still obtain a good inversion.A computer simulation shows that our method is very robust for acoustical wave inversion with good reconstruction precision. 展开更多
关键词 全波形反演 随机边界 异构并行 作业池 速度反演
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Measurement of a discontinuous object based on a dual-frequency grating
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作者 乔闹生 蔡新华 姚春梅 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第11期4881-4886,共6页
The dual-frequency grating measurement theory is proposed in order to carry out the measurement of a discontinuous object. Firstly, the reason why frequency spectra are produced by low frequency gratings and high freq... The dual-frequency grating measurement theory is proposed in order to carry out the measurement of a discontinuous object. Firstly, the reason why frequency spectra are produced by low frequency gratings and high frequency gratings in the field of frequency is analysed, and the relationship between the wrapped-phase and the unwrapping-phase is discussed. Secondly, a method to combine the advantages of the two kinds of gratings is proposed: one stripe is produced in the mutation part of the object measured by a suitable low frequency grating designed by MATLAB, then the phase produced by the low frequency grating need not be unfolded. The integer series of stripes is produced by a high frequency grating designed by MATLAB based on the frequency ratio of the two kinds of gratings and the high frequency wrapped-phase, and the high frequency unwrapping-phase is then obtained. In order to verify the correctness of the theoretical analysis, a steep discontinuous object of 600×600 pixels and 10.00 mm in height is simulated and a discontinuous object of ladder shape which is 32.00 mm in height is used in experiment. Both the simulation and the experiment can restore the discontinuous object height accurately by using the dual-frequency grating measurement theory. 展开更多
关键词 dual-frequency grating Fourier transform profilometry measurement of discontinuous object phase unwrapping
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Implementation of Heat Treatment Process Simulation with Object-Oriented Method
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作者 Yongping Yu, Yuzhen Niu, Jian Li, Changyong Guo, Ning Gao, Weidong Qiang, Wei Wang 1.Beijing Research Institute of Mechanical and Electrical Technology, Beijing 100083, China 2.The Science and Technology Ministry of China, Beijing 100823, China 3.The S 《Journal of Shanghai Jiaotong university(Science)》 EI 2000年第1期253-262,共10页
In this paper, mathematical models and FEA formulation for implementing heat treatment process simulation were given out. The various coupling effects were treated. The object-oriented methodology of developing heat t... In this paper, mathematical models and FEA formulation for implementing heat treatment process simulation were given out. The various coupling effects were treated. The object-oriented methodology of developing heat treatment simulation was explored. The framework of simulating programs was outlined. The main C++ classes were developed, some important member functions were implemented. The present research work shows that using object-oriented method can greatly reduce the amount of coding. The programs are clear in conception, easy to test, modify and expand. By using the methodology introduced in this paper, one heat treatment process three dimensional simulation tool was developed. 展开更多
关键词 HEAT Treatment phase TRANSFORMATION Stress FIELD Temperature FIELD object-ORIENTED PROGRAMMING
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Optical encryption of multiple three-dimensional objects based on multiple interferences and single-pixel digital holography 被引量:2
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作者 Ying Wang Qi Liu +1 位作者 Jun Wang Qiong-Hua Wang 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第3期253-259,共7页
We present an optical encryption method of multiple three-dimensional objects based on multiple interferences and single-pixel digital holography. By modifying the Mach-Zehnder interferometer, the interference of the ... We present an optical encryption method of multiple three-dimensional objects based on multiple interferences and single-pixel digital holography. By modifying the Mach-Zehnder interferometer, the interference of the multiple objects beams and the one reference beam is used to simultaneously encrypt multiple objects into a ciphertext. During decryption, each three-dimensional object can be decrypted independently without having to decrypt other objects. Since the single- pixel digital holography based on compressive sensing theory is introduced, the encrypted data of this method is effectively reduced. In addition, recording fewer encrypted data can greatly reduce the bandwidth of network transmission. Moreover, the compressive sensing essentially serves as a secret key that makes an intruder attack invalid, which means that the system is more secure than the conventional encryption method. Simulation results demonstrate the feasibility of the proposed method and show that the system has good security performance. 展开更多
关键词 multiple three-dimensional objects encryption single-pixel digital holography phase-shifting in- terference compressive sensing
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Polyphase coded signal design for MIMO radar using MO-MicPSO 被引量:9
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作者 Xiangneng Zeng Yongshun Zhang Yiduo Guo 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第3期381-386,共6页
A novel modified optimization technique known as the multi-objective micro particle swarm optimization(MO-MicPSO) is proposed for polyphase coded signal design.The proposed MO-MicPSO requires only a small population... A novel modified optimization technique known as the multi-objective micro particle swarm optimization(MO-MicPSO) is proposed for polyphase coded signal design.The proposed MO-MicPSO requires only a small population size compared with the standard particle swarm optimization that uses a larger population size.This new method is guided by an elite archive to finish the multi-objective optimization.The orthogonal polyphase coded signal(OPCS) can fundamentally improve the multiple input multiple output(MIMO) radar system performance,with which the radar system has high resolution and abundant signal channels.Simulation results on the polyphase coded signal design show that the MO-MicPSO can perform quite well for this high-dimensional multi-objective optimized problem.Compared with particle swarm optimization or genetic algorithm,the proposed MO-MicPSO has a better optimized efficiency and less time consumption. 展开更多
关键词 multi-objective micro particle swarm optimization(MO-MicPSO) phase-coded signal multiple input multiple output(MIMO) radar ambiguity function.
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随机环境下设备关键部件多目标分阶段顺序维修模型与方法 被引量:3
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作者 梁佩 邱浩波 +3 位作者 孟磊 蒋琛 许丹阳 高亮 《计算机集成制造系统》 北大核心 2025年第4期1346-1357,共12页
基于考虑维修环境的随机性、决策目标的多样性以及提高传统顺序维修策略实操性的现实需求,提出随机环境下的多目标分阶段顺序维修策略,建立以维修费用率最小化与可用度最大化为目标,以可靠度为约束的多目标随机规划数学模型。根据所建... 基于考虑维修环境的随机性、决策目标的多样性以及提高传统顺序维修策略实操性的现实需求,提出随机环境下的多目标分阶段顺序维修策略,建立以维修费用率最小化与可用度最大化为目标,以可靠度为约束的多目标随机规划数学模型。根据所建立模型的随机、多目标特性,设计了一种结合了随机仿真方法的多目标黑翅鸢优化算法进行求解。多目标黑翅鸢优化算法和随机仿真方法分别用于搜索候选解和在随机环境下评估解的适应度值。以某船舶关键部件为例,将所设计方法与非支配排序遗传算法Ⅱ、基于分解的多目标进化算法和多目标粒子群优化算法进行对比分析,实验结果验证了所提模型与算法在解决该问题上的可行性和高效性。 展开更多
关键词 多目标分阶段顺序维修 可靠性 可用度 随机仿真方法 多目标黑翅鸢优化算法
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PCM-风冷耦合的锂电池冷却系统优化设计
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作者 徐晶 相飞飞 +2 位作者 王翔 徐鑫 施苏航 《电源学报》 北大核心 2025年第6期281-287,共7页
针对采用单一冷却方式的锂离子电池模组LIBM(lithium-ion battery module)冷却效果不佳的问题,提出了1种相变材料PCM(phase change material)风冷耦合电池冷却系统。讨论了不同入口空气风速IAV(inlet air velocity)、不同电池间隙BG(bat... 针对采用单一冷却方式的锂离子电池模组LIBM(lithium-ion battery module)冷却效果不佳的问题,提出了1种相变材料PCM(phase change material)风冷耦合电池冷却系统。讨论了不同入口空气风速IAV(inlet air velocity)、不同电池间隙BG(battery gap)和不同入口空气温度IAT(inlet air temperature)对LIBM内最高温度和最大温差的影响;以IAV、BG和IAT为设计变量,以最高温度和最大温差为目标函数,通过响应面模型对设计变量与目标函数进行了数值拟合;采用非支配排序遗传算法对响应面模型进行了优化预测;利用计算流体力学仿真对优化预测结果进行了验证。结果表明,经过优化后的冷却系统能将LIBM内的最高温度降低4.68℃(13.8%),最大温差降低0.57℃(30.3%)。 展开更多
关键词 电池热管理 相变材料 风冷 多目标优化
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特征融合和相移编码的遥感图像旋转目标检测 被引量:2
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作者 周为 吴涛 +1 位作者 吴锡 符颖 《计算机技术与发展》 2025年第4期22-28,共7页
针对现有的旋转目标检测模型对目标朝向任意、排列密集的遥感图像检测精度较低的问题,该文提出了一种基于多尺度特征融合和两倍步长相移编码的遥感图像旋转目标检测算法。首先利用不同大小和深度的卷积进行特征提取,有效地捕获上下文特... 针对现有的旋转目标检测模型对目标朝向任意、排列密集的遥感图像检测精度较低的问题,该文提出了一种基于多尺度特征融合和两倍步长相移编码的遥感图像旋转目标检测算法。首先利用不同大小和深度的卷积进行特征提取,有效地捕获上下文特征;然后,通过自上而下和自下而上的特征融合策略以获取更加精细和丰富的语义特征图;同时引入了两倍步长相移编码模块(Double Stepsize Phase-Shifting Coder,DSPSC)对于角度进行编码后再求损失,解决了基准模型存在的边界不连续问题,从而进一步提高了模型的检测精度;最后,在大规模数据集DOTA和HRSC2016上的实验结果表明,平均检测精度分别为72.97%和90.10%,较基准网络分别提升了2.89百分点和2.70百分点。与其它对比方法相比,该方法在精度上取得最好结果,证明了其在遥感图像旋转目标检测上的有效性。 展开更多
关键词 遥感图像 目标检测 相移编码 边界不连续 旋转框
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基于小视场结构光的指纹三维形貌测量系统
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作者 何孟祺 张大治 +2 位作者 许斌 张博 刘凯 《应用光学》 北大核心 2025年第4期819-825,共7页
针对传统二维指纹采集技术存在的信息失真,卫生风险等安全问题,利用结构光三维测量技术对指纹表面形貌进行高精度三维测量。通过研究解算相位方法、远心成像三维检测模型、快速标定算法,可解决小视场三维测量系统精度较低,标定复杂的问... 针对传统二维指纹采集技术存在的信息失真,卫生风险等安全问题,利用结构光三维测量技术对指纹表面形貌进行高精度三维测量。通过研究解算相位方法、远心成像三维检测模型、快速标定算法,可解决小视场三维测量系统精度较低,标定复杂的问题。实验中搭建了三维指纹采集系统,实现了手指指纹的采集及三维形貌的测量。在视场为39.9mm×26.6mm且工作距离为138mm的条件下,系统的测量精度达到了30μm。相比传统方法,误差显著降低,指纹采集速度优于1.5s。相关研究工作有助于解决三维指纹获取成本过高、重建精度不高的问题,为进一步提高警方物证勘验、痕迹检验鉴定中的指纹测量精度、识别率、检测实时性提供技术支撑。 展开更多
关键词 三维测量 三维指纹 相移轮廓术 微小物体 指纹识别
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分阶段目标教学法在口腔牙周护理带教中的应用效果分析
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作者 王蒙丽 鲍丽 +1 位作者 徐宇馨 李晓军 《中国高等医学教育》 2025年第7期125-126,129,共3页
目的:探讨分阶段目标教学法在口腔牙周护理带教中的应用效果。方法:选取2021年8月至12月的35名规培护士作为对照组,采用传统教学法;2022年8月至12月的31名规培护士作为试验组,采用分阶段目标教学模式结合护理教学手册。结果:试验组理论... 目的:探讨分阶段目标教学法在口腔牙周护理带教中的应用效果。方法:选取2021年8月至12月的35名规培护士作为对照组,采用传统教学法;2022年8月至12月的31名规培护士作为试验组,采用分阶段目标教学模式结合护理教学手册。结果:试验组理论成绩、教学效果满意度及带教老师评价均显著高于对照组(P<0.05)。结论:该模式在牙周护理门诊带教中有较好的应用效果,值得推广。 展开更多
关键词 分阶段目标教学 教学手册 牙周 门诊护理带教
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结合相变墙体和光伏的低碳建筑综合优化 被引量:2
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作者 王刚 李祥立 《暖通空调》 2025年第5期112-118,共7页
基于建筑全生命周期理念,建立了融合主动与被动设计策略的寒冷地区办公建筑低碳化优化模型,旨在探索建筑生命周期内的能源节省、经济效益和环境效益的协同最优解。通过对隐含项和运行项的深入分析,揭示了建筑本体与实际运行之间的内在联... 基于建筑全生命周期理念,建立了融合主动与被动设计策略的寒冷地区办公建筑低碳化优化模型,旨在探索建筑生命周期内的能源节省、经济效益和环境效益的协同最优解。通过对隐含项和运行项的深入分析,揭示了建筑本体与实际运行之间的内在联系,并指出了未来优化的潜在方向。在寒冷地区,与基准建筑相比,最优方案虽增加了11.12%的经济投入,但实现了59.47%的建筑能耗降低和33.95%的全生命周期碳排放减少,充分展示了建筑全生命周期节能降碳设计的成效。其中,主动设计中的光伏发电技术是实现建筑向低碳节能化转型的关键手段。 展开更多
关键词 低碳建筑 建筑节能 相变墙体 光伏发电 全生命周期评价 多目标综合优化
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面向镍板垛表面旋转图像目标检测与定位方法研究
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作者 张郁天 蔡海潮 +1 位作者 谷瑞杰 郝晨曦 《中国测试》 北大核心 2025年第S1期68-76,共9页
镍板贴标定位时,关键是对镍板边缘位置以及卡扣等目标识别,而镍板等目标的位置动态变化,且存在一定旋转角度。因此,针对旋转图像目标需要准确识别的问题,提出一种基于改进的YOLOv8旋转图像目标检测与定位方法。首先,对传统旋转目标包围... 镍板贴标定位时,关键是对镍板边缘位置以及卡扣等目标识别,而镍板等目标的位置动态变化,且存在一定旋转角度。因此,针对旋转图像目标需要准确识别的问题,提出一种基于改进的YOLOv8旋转图像目标检测与定位方法。首先,对传统旋转目标包围盒进行回归分析确定主要问题;其次,改进YOLOv8目标检测算法,引入一种相位编码器形式的角度包围盒定义,解决边界不连续性及类正方形等问题;最后,通过镍板上的实验,验证改进YOLOv8旋转框目标检测方案的有效性。研究结果表明:精准率和召回率稳定在95%以上,且主要关注区域大部分都位于镍板上的卡扣位置附近。由此可见,该算法在提高旋转图像目标检测与定位方面具有一定优势。 展开更多
关键词 有色金属镍 YOLOv8 相位编码器 旋转图像 目标检测 回归分析
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双镜面物体共基准形位测量
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作者 何雯静 倪育博 +6 位作者 高楠 孟召宗 杨泽青 张国锋 尹伟 赵洪伟 张宗华 《光学精密工程》 北大核心 2025年第6期850-861,共12页
为实现双镜面物体两个工作面的面形以及相对位姿的同时测量,建立了双镜面物体共基准形位测量系统,设计并制作了一种双镜面标定板来完成系统标定与共基准标定。首先,采用双镜面标定板对构成双镜面物体共基准形位测量系统的两个子系统进... 为实现双镜面物体两个工作面的面形以及相对位姿的同时测量,建立了双镜面物体共基准形位测量系统,设计并制作了一种双镜面标定板来完成系统标定与共基准标定。首先,采用双镜面标定板对构成双镜面物体共基准形位测量系统的两个子系统进行深度标定与横向标定,建立绝对相位和深度、像素坐标和空间X,Y坐标之间的关系;然后,利用空间约束关系进行共基准标定,避免了双镜面标定板制造误差导致的标定精度低的问题,从而将位于两个坐标系下的三维点云转换到一个基准坐标系下;最后,利用所搭建的双镜面物体共基准形位测量系统,分别对镜面台阶和高精度白钢量块进行实际测量实验。实验结果表明:量块两表面间距离平均误差为0.076 mm,说明所提共基准标定方法对双镜面整体三维面形测量的有效性;但子系统所测镜面台阶相邻两面之间距离的最大绝对误差为0.032 mm,说明共基准标定的误差降低了系统的测量精度。后续研究将针对共基准标定方法进行优化,以提高双镜面物体共基准形位测量系统的精度。 展开更多
关键词 相位偏折测量术 双镜面物体 共基准 镜面面形
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情景互动联合阶段性目标教学在心血管内科护理带教中的应用
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作者 韩瑜 高瑜 邬颖菊 《中国高等医学教育》 2025年第1期129-131,共3页
目的:探讨情景互动联合阶段性目标教学在心血管内科护理带教中的应用效果。方法:本研究选取2020年5月至2021年5月在我院心血管内科实习96名护理实习生按随机数字表法分组,对照组实施常规护理教学方案(48名),试验组开展情景互动联合阶段... 目的:探讨情景互动联合阶段性目标教学在心血管内科护理带教中的应用效果。方法:本研究选取2020年5月至2021年5月在我院心血管内科实习96名护理实习生按随机数字表法分组,对照组实施常规护理教学方案(48名),试验组开展情景互动联合阶段性目标教学(48名),比较两组护生临床综合能力考核情况、自我效能及对带教的满意程度。结果:试验组护生专科理论知识、临床思维与决策能力、技能操作、护患沟通能力及教学查房等考核得分明显高于对照组;试验组护生教学后自我效能各项评分显著高于对照组;试验组实习护生对带教老师教学态度、激发学习兴趣、心血管内科知识讲解及互动形式的满意度均高于对照组,差异有统计学意义(P<0.05)。结论:情景互动联合阶段性目标教学方案开展后,可有效提高心血管内科护生的综合素质及自我效能,有助于教学满意度提升。 展开更多
关键词 情景互动 阶段性目标 教学 心血管内科 护理带教 自我效能
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相变冷却与液冷耦合的锂电池组热管理系统多目标优化 被引量:1
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作者 许智 姜昌伟 +3 位作者 李兵 亓俣权 钱发 李光伟 《化工进展》 北大核心 2025年第10期5627-5639,共13页
针对一种相变材料耦合液冷散热的电池热管理系统进行了基于神经网络与非支配排序遗传算法(NSGA-Ⅱ)结合的多目标优化。首先使用数值模拟方法研究了不同电池间距、冷却液流速和冷却液通道纵横比等设计变量对电池散热效果的影响,然后利用... 针对一种相变材料耦合液冷散热的电池热管理系统进行了基于神经网络与非支配排序遗传算法(NSGA-Ⅱ)结合的多目标优化。首先使用数值模拟方法研究了不同电池间距、冷却液流速和冷却液通道纵横比等设计变量对电池散热效果的影响,然后利用拉丁超立方抽样(LHS)生成设计变量经数值模拟获得目标值进行神经网络训练,建立起设计变量与电池最高温度和最大温差之间的映射关系。随后采用带精英保留策略的NSGA-Ⅱ算法找到最小化电池包体积(V_(b))、电池最高温度(T_(max))和电池最大温差(ΔT_(max))的三目标优化Pareto前沿并确定最佳设计。最终优化结果表明,神经网络与NSGA-Ⅱ算法结合的多目标优化方法十分有效。相较于初始设计,优化后的V_(b)降低了7.6%,能量密度提升了8.22%;电池组T_(max)和ΔT_(max)分别为34.89℃和4.02℃;相变材料(PCM)的利用率提升了7%;冷却液泵功耗从8.79×10^(-4)W降低到了4.065×10^(-4)W,降低幅度高达53.75%。 展开更多
关键词 锂电池热管理系统 相变冷却 液冷 多目标优化 计算流体力学 神经网络
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基于参考单元筛选的POSGLT-CFAR检测器
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作者 韩喆璇 王中训 +1 位作者 刘宁波 曹政 《探测与控制学报》 北大核心 2025年第3期103-112,共10页
针对海杂波背景下恒虚警算法检测不同尺寸的目标参数设置的难题,提出一种基于参考单元筛选的多目标POSGLT-CFAR检测器。在多目标环境下,该方法使用大、小目标检测模块同时处理回波数据,最终目标为大、小目标检测结果集合:大目标模块采用... 针对海杂波背景下恒虚警算法检测不同尺寸的目标参数设置的难题,提出一种基于参考单元筛选的多目标POSGLT-CFAR检测器。在多目标环境下,该方法使用大、小目标检测模块同时处理回波数据,最终目标为大、小目标检测结果集合:大目标模块采用POS-CFAR检测器,即排序统计类恒虚警算法(OS-CFAR)与相位线性度特征相结合,先将参考单元中的干扰目标筛选,修正k值,得到更准确的背景功率水平估计;小目标模块则根据实测海杂波数据服从对数正态分布,采用GLT-CFAR检测器,即Log-t恒虚警检测算法与Grubbs准则结合,实现对参考单元中干扰目标的有效剔除,形成新的检测门限。经过仿真与实测数据的验证,基于参考单元筛选的POSGLT-CFAR检测器能够保持较高的检测概率,相比于传统单一CFAR检测器有很大的检测概率提升,在多目标环境下具备良好的应用潜力。 展开更多
关键词 多目标环境 OS-CFAR 相位线性度 Log-t CFAR Grubbs准则
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