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基于车辆响应HHT和PSD相结合的桥梁损伤识别方法
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作者 方有亮 邢杰 +2 位作者 张颖 刘雪婷 刘丹阳 《河北大学学报(自然科学版)》 北大核心 2025年第5期458-465,共8页
传统的桥梁损伤检测方法通常在桥梁上布置大量的传感器,成本高,费时费力,限制了在实际工程中的应用.本文提出一种希尔伯特-黄变换(Hilbert-Huang transform,HHT)和功率谱密度(power spectral density,PSD)相结合的损伤识别方法,对桥梁... 传统的桥梁损伤检测方法通常在桥梁上布置大量的传感器,成本高,费时费力,限制了在实际工程中的应用.本文提出一种希尔伯特-黄变换(Hilbert-Huang transform,HHT)和功率谱密度(power spectral density,PSD)相结合的损伤识别方法,对桥梁进行损伤识别研究.首先,在测试车辆上布置1个加速度传感器,将车辆的加速度响应进行HHT变换,获取三维时频幅值谱;然后,利用该幅值谱的突变识别桥梁的损伤位置;最后,通过PSD识别桥梁的损伤程度α.结果表明,该方法不仅能够准确地识别桥梁的单损伤和多损伤位置,而且能够识别桥梁的损伤程度,识别精度较高,单损伤程度识别的最大误差为2.5%,多损伤程度识别的最大误差为2.6%. 展开更多
关键词 损伤识别 移动车辆响应 HHT psd
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基于PSD传感器的孔角度测量仪的设计
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作者 李霖昆 黄伟 +1 位作者 张涛 谭杰 《机电技术》 2025年第3期79-83,89,共6页
文章针对孔角度测量仪便携性与精度很难同时达到的问题,设计了一种基于PSD传感器的孔角度测量仪,用于测量孔轴线的偏差值。偏转角度通过激光二极管的准直性发送650 nm激光,PSD传感器产生4路微安级光电流,通过I/V放大处理后,将电压信号... 文章针对孔角度测量仪便携性与精度很难同时达到的问题,设计了一种基于PSD传感器的孔角度测量仪,用于测量孔轴线的偏差值。偏转角度通过激光二极管的准直性发送650 nm激光,PSD传感器产生4路微安级光电流,通过I/V放大处理后,将电压信号传输到STM32f103RCT6进行软件处理,最后处理后的偏转角度在LCD屏幕上显示。该测量仪适用于直径为6 mm和8 mm的孔,轴线最大偏差角度为±3o。试验结果表明,该装置的测量精度为0.2°,满足孔轴线测量的要求,仪器稳定可靠,具有较大市场推广价值。 展开更多
关键词 psd传感器 非接触测量 轴线测量 角度偏差 嵌入式系统
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Correlation Analysis of Power Quality and Power Spectrum in Wind Power Hybrid Energy Storage Systems 被引量:2
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作者 Jian Gao Hongliang Hao +4 位作者 Caifeng Wen Yongsheng Wang Zhanhua Han Edwin E.Nykilla Yuwen Zhang 《Energy Engineering》 2025年第3期1175-1198,共24页
Power quality is a crucial area of research in contemporary power systems,particularly given the rapid proliferation of intermittent renewable energy sources such as wind power.This study investigated the relationship... Power quality is a crucial area of research in contemporary power systems,particularly given the rapid proliferation of intermittent renewable energy sources such as wind power.This study investigated the relationships between power quality indices of system output and PSD by utilizing theories related to spectra,PSD,and random signal power spectra.The relationship was derived,validated through experiments and simulations,and subsequently applied to multi-objective optimization.Various optimization algorithms were compared to achieve optimal system power quality.The findings revealed that the relationships between power quality indices and PSD were influenced by variations in the order of the power spectral estimation model.An increase in the order of the AR model resulted in a 36%improvement in the number of optimal solutions.Regarding optimal solution distribution,NSGA-II demonstrated superior diversity,while MOEA/D exhibited better convergence.However,practical applications showed that while MOEA/D had higher convergence,NSGA-II produced superior optimal solutions,achieving the best power quality indices(THDi at 4.62%,d%at 3.51%,and cosφat 96%).These results suggest that the proposed method holds significant potential for optimizing power quality in practical applications. 展开更多
关键词 Wind power generation hybrid energy storage power quality psd NSGA-II
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全动飞行模拟机结构的PSD分析验证方法
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作者 刘会勇 孙瑶 杨铮 《软件》 2025年第5期102-108,共7页
本文通过对全动飞行模拟机结构的深入研究,重点对其功率谱密度(PSD)分析、设计验证及测试方法展开探讨。研究过程中,导入真实飞机抖振数据,这一关键数据来源为研究提供了真实依据。通过对数据的分析,确定在六个不同的飞机运行状态下,全... 本文通过对全动飞行模拟机结构的深入研究,重点对其功率谱密度(PSD)分析、设计验证及测试方法展开探讨。研究过程中,导入真实飞机抖振数据,这一关键数据来源为研究提供了真实依据。通过对数据的分析,确定在六个不同的飞机运行状态下,全动飞行模拟机结构如何借助PSD分析实现优化。力求通过这样的优化,使模拟机的模拟效果无限接近真实飞机运行状态,从而在性能和安全性两大关键指标上,确保模拟机达到民航训练要求,为飞行员训练提供可靠的模拟环境。 展开更多
关键词 全动飞行模拟机 psd HYPERWORKS 有限元分析
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基于PSD特征的FBCCA脑电信号识别方法 被引量:2
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作者 张学军 杨京儒 《科学技术与工程》 北大核心 2024年第4期1411-1417,共7页
当前基于稳态视觉诱发电位(steady-state visual evoked potential,SSVEP)的脑机接口(brain-computer interfaces,BCIs)使用的都是单一识别算法,针对不同时间长度的识别准确率较低。提出了一种基于滤波器组的典型相关分析(filter bank c... 当前基于稳态视觉诱发电位(steady-state visual evoked potential,SSVEP)的脑机接口(brain-computer interfaces,BCIs)使用的都是单一识别算法,针对不同时间长度的识别准确率较低。提出了一种基于滤波器组的典型相关分析(filter bank canonical correlation analysis,FBCCA)与功率谱密度(power spectral density,PSD)分析相结合的SSVEP识别算法,可以提高SSVEP识别的普适性与准确率。该方法使用FBCCA寻找高相似度的参考频率信号,再通过多组PSD分析来锁定最终的响应频率,完成频率识别。该方法无需经过训练就能得到较高的识别准确率。实验结果表明:在刺激时长为1 s时,该方法能达到86.61%的准确率,比PSD分析方法提升了5.44%,比典型相关性分析方法(canonical correlation analysis,CCA)提升了10.38%的准确率,比FBCCA提升了8.86%的准确率。 展开更多
关键词 脑机接口(BCI) 稳态视觉诱发电位(SSVEP) 滤波器组的典型相关分析(FBCCA) 功率谱密度(psd) 频率识别
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A laser shaft alignment system with dual PSDs 被引量:5
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作者 JIAO Guo-hua LI Yu-lin +2 位作者 ZHANG Dong-bo LI Tong-hai HU Bao-wen 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2006年第10期1772-1776,共5页
Shaft alignment is an important technique during installation and maintenance of a rotating machine. A high-precision laser alignment system has been designed with dual PSDs (Position Sensing Detector) to change tradi... Shaft alignment is an important technique during installation and maintenance of a rotating machine. A high-precision laser alignment system has been designed with dual PSDs (Position Sensing Detector) to change traditional manual way of shaft alignment and to make the measurement easier and more accurate. The system is comprised of two small measuring units (laser transmitter and detector) and a PDA (Personal Digital Assistant) with measurement software. The laser alignment system with dual PSDs was improved on a single PSD system, and yields higher measurement accuracy than the previous design, and has been successful for designing and implements actual shaft alignment. In the system, the range of offset measurement is ±4 mm, and the resolution is 1.5 μm, with accuracy being less than 2 μm. 展开更多
关键词 Rotating machine Shaft alignment Laser alignment Position sensing detector psd Laser micro-displacement measurement
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Neural adaptive PSD decoupling controller and its application in three-phase electrode adjusting system of submerged arc furnace 被引量:4
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作者 贺建军 刘郁乔 +1 位作者 喻寿益 桂卫华 《Journal of Central South University》 SCIE EI CAS 2013年第2期405-412,共8页
Taking three-phase electrode adjusting system of submerged arc furnace as study object which has nonlinear, time-variant, multivariable and strong coupling features, a neural adaptive PSD(proportion, sum and different... Taking three-phase electrode adjusting system of submerged arc furnace as study object which has nonlinear, time-variant, multivariable and strong coupling features, a neural adaptive PSD(proportion, sum and differential) dispersive decoupling controller was developed by combining neural adaptive PSD algorithm with dispersive decoupling network. In this work, the production technology process and control difficulties of submerged arc furnace were simply introduced, the necessity of establishing a neural adaptive PSD dispersive decoupling controller was discussed, the design method and the implementation steps of the controller are expounded in detail, and the block diagram of the controlled system is presented. By comparison with experimental results of the conventional PID controller and the adaptive PSD controller, the decoupling ability, adaptive ability, self-learning ability and robustness of the neural adaptive PSD dispersive decoupling controller have been testified effectively. The controller is applicable to the three-phase electrode adjusting system of submerged arc furnace, and it will play an important role for achieving the power balance of three-phrase electrodes, saving energy and reducing consumption in the process of smelting. 展开更多
关键词 psd algorithm decoupling controller submerged arc furnace three phase electrode
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Improvement and Realization of Neuron PSD Control in Servo-Control System 被引量:2
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作者 焦斌 顾辛生 《Journal of Shanghai Jiaotong university(Science)》 EI 2005年第2期143-146,共4页
Neuron PSD (proportion, sum and differentiation) controller has the ability of on-line change of weights to reach the purpose of regulating parameters of PID using neuron’s self-studying and self-organization and the... Neuron PSD (proportion, sum and differentiation) controller has the ability of on-line change of weights to reach the purpose of regulating parameters of PID using neuron’s self-studying and self-organization and the change of controlled plant, which overcomes the disadvantages of affecting a conventional PID’s accurate regulation because of the change of load, model and non-linearity. LF2407 DSP can reach the purpose of parallel running by using multi-sets of bus. So it can greatly increase operation speed and offer a set of flexible instruction system. The realization of PSD control on DSP can build an ideal electrical machine controller. 展开更多
关键词 digital signal processing (DSP) NEURON psd propotional integral differential (PID)
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基于PSD传感器的炸点三维坐标测量方法研究 被引量:1
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作者 宁威 褚文博 +1 位作者 张斌 赵冬娥 《计算机测量与控制》 2024年第3期195-203,共9页
针对野外炸点空间三维坐标测量的问题,提出了基于二维PSD位置传感器的炸点位置测量方法,构建了基于二维PSD位置传感器的炸点三维坐标测量系统;基于双目视觉原理建立了炸点空间三维坐标测量数学模型;研究了被动探测系统在野外远距离下的... 针对野外炸点空间三维坐标测量的问题,提出了基于二维PSD位置传感器的炸点位置测量方法,构建了基于二维PSD位置传感器的炸点三维坐标测量系统;基于双目视觉原理建立了炸点空间三维坐标测量数学模型;研究了被动探测系统在野外远距离下的标定技术;通过系统误差分解传递,分析了各参数的误差;在Matlab中分别绘制了炸点位置坐标3个维度的误差分布图,并分析了测量系统误差随炸点实际位置变化的分布情况;根据误差分布图得到了在理论100 m测试距离下X坐标最大测量误差约为0.292~0.303 m,Y坐标最大测量误差约为0.251~0.371 m,Z坐标最大测量误差0.270~0.336 m;最后通过静爆实验对测量方法正确性、被动探测系统标定技术可行性和测量系统功能性进行了验证,结果表明测量系统响应速度快且功能正常,被动探测系统标定技术具备可行性且操作方便,可适用于野外炸点位置的快速测量。 展开更多
关键词 psd位置传感器 炸点位置测量 双目视觉原理 被动探测标定 误差分析
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The Laser Shaft Alignment System with Dual PSDs 被引量:1
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作者 JIAO Guohua 1,2 ,LI Yulin1,ZHANG Dongbo3,LI Tonghai1,HU Baowen1 (1.Xian Institute of Optics and Precision Mechanics of CAS,Xi’an 710068,China 2.Graduate School of the Chinese Academy of Sciences,Beijing 100039,China 3.The 16th Institute of CATEC,Xi’an 710100,China) 《武汉理工大学学报》 CAS CSCD 北大核心 2006年第S1期107-111,共5页
Shaft alignment is an important technique during installation and maintenance of a rotating machine. A high-precision laser alignment system has been designed with dual PSDs (Position Sensing Detector) to change tradi... Shaft alignment is an important technique during installation and maintenance of a rotating machine. A high-precision laser alignment system has been designed with dual PSDs (Position Sensing Detector) to change traditional manual way of shaft alignment and to make the measurement easier and more accurate. The system is comprised of two small measuring units (laser transmitter and detector) and a PDA (Personal Digital Assistant) with the measurement software. The laser alignment system with dual PSDs was improved on a single PSD system,and it gets higher measurement accuracy than the previous design,and it has been succeeded in designing and implement for actual shaft alignment. In the system,the range of offset measurement is ±4 mm,and the resolution is 1.5 μm,and the accuracy is less than 2 μm. 展开更多
关键词 ROTATING machine SHAFT ALIGNMENT LASER ALIGNMENT POSITION sensing detector (psd) LASER micro-displac
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基于PSD的火炮身管膛线精度测量数据补偿方法
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作者 郝延辉 张嘉易 +1 位作者 郝永平 薛超 《兵工自动化》 北大核心 2024年第6期11-14,39,共5页
针对火炮身管内部膛线测量技术及自动检测问题,提出一种精度测量数据补偿方法。搭建火炮内膛检测机器人测量系统。采用激光测距仪对火炮身管阴阳线内径进行测量,使用PSD激光位置传感器对火炮身管轴线与测量系统轴线的偏心距离进行测量,... 针对火炮身管内部膛线测量技术及自动检测问题,提出一种精度测量数据补偿方法。搭建火炮内膛检测机器人测量系统。采用激光测距仪对火炮身管阴阳线内径进行测量,使用PSD激光位置传感器对火炮身管轴线与测量系统轴线的偏心距离进行测量,分析检测误差产生的原因,推导基于矢量三角法的测量数据精度补偿算法和误差补偿计算公式,通过补偿前后数据的对比分析,结果表明:该测量补偿方法是有效的,能够解决火炮内膛轴线与机器人旋转中心不重合产生误差的问题。 展开更多
关键词 火炮身管 psd激光位置传感器 激光测距仪 补偿算法
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Advancements and applications of position-sensitive detector(PSD): a review 被引量:1
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作者 Shaher Dwik G.Sasikala S.Natarajan 《Optoelectronics Letters》 EI 2024年第6期330-338,共9页
This paper presents a review of the position-sensitive detector(PSD) sensor, covering different types of PSD and recent works related to this field. Furthermore, it explains the theoretical concepts and provides infor... This paper presents a review of the position-sensitive detector(PSD) sensor, covering different types of PSD and recent works related to this field. Furthermore, it explains the theoretical concepts and provides information about its structure and principles of operation. Moreover, it includes the main information about the available commercial PSDs from different companies, along with a comparison between the common modules. The PSD features include high position resolution, fast response, and a wide dynamic range. These features make it suitable for various fields and applications, such as imaging, spectrometry, spectroscopy and others. 展开更多
关键词 Advancements and applications of position-sensitive detector a review psd
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基于神经网络PSD算法的电力系统集控运行控制方法 被引量:1
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作者 王震峰 《自动化与仪表》 2024年第9期51-55,共5页
为了满足不同运行条件和负荷变化时,电力系统集控运行的控制需求,该文研究基于神经网络PSD算法的电力系统集控运行控制方法。依据电力系统的失负荷概率,确定集控运行控制的最大允许阶层控制偏差,作为神经网络PSD算法的允许控制偏差。将... 为了满足不同运行条件和负荷变化时,电力系统集控运行的控制需求,该文研究基于神经网络PSD算法的电力系统集控运行控制方法。依据电力系统的失负荷概率,确定集控运行控制的最大允许阶层控制偏差,作为神经网络PSD算法的允许控制偏差。将电力系统集控运行控制量设定值与实测值的偏差,作为PSD控制器的输入。利用神经网络的隐含层,对控制器的输入进行比例元、求和元、微分元的运算,利用自整定规律整定神经网络的增益系数,通过前向运算与反向传播运算,实现电力系统集控运行控制。实验结果表明,采用该方法控制电力系统集控运行,电力系统的控制转换比保持在1.25~1.4的范围内,故障发生率在6%以下。 展开更多
关键词 psd算法 电力系统 集控运行 控制方法 前向运算
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Development of a PSD-based photon beam position measurement system
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作者 XIAO Yunyun SUN Baogen +6 位作者 GU Liming LU Ping WANG Jigang TANG Leilei YANG Yongliang ZHOU Zeran XU Hongliang 《Nuclear Science and Techniques》 SCIE CAS CSCD 2012年第2期70-74,共5页
As an important part of the beam diagnostic system, the synchrotron light beam position measurement has a very high value in the high quality and high stability light source applied research. A new photon beam positio... As an important part of the beam diagnostic system, the synchrotron light beam position measurement has a very high value in the high quality and high stability light source applied research. A new photon beam position monitor based on position-sensitive detector (PSD) has been developed to measure the photon beam position in vertical and horizontal directions at the same time at HLS (Hefei Light Source). The new PBPM based on the PSD has fast response speed, high sensitivity and wide dynamic range. This PBPM system also includes the C4674 signal processing circuit, NI USB-9215 data acquisition device and the LABVIEW data acquisition program. This PBPM system has been calibrated vertically and horizontally on-line, and then has been applied in the beam line B3EA of HLS to measure the position of the synchrotron light. As the results shown, the resolution of the system is better than 3 mm. 展开更多
关键词 位置测量系统 psd 位置敏感探测器 LabVIEW 合肥光源 信号处理电路 数据采集程序 数据采集设备
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基于ZigBee网络和自适应PSD算法的路灯分布式节能控制方法 被引量:3
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作者 邵海亮 董华刚 +3 位作者 黑强虎 李伟 唐鹏伟 杨振仁 《计算技术与自动化》 2024年第1期56-60,共5页
当前照明系统缺乏分布式路灯动态化控制,浪费大量能源,为此,提出了基于ZigBee网络和自适应PSD算法的路灯分布式节能控制方法。通过ZigBee网络通信连接系统传感器、控制中心和照明终端,协调设备通信功能,实现信息快速传输储存。利用神经... 当前照明系统缺乏分布式路灯动态化控制,浪费大量能源,为此,提出了基于ZigBee网络和自适应PSD算法的路灯分布式节能控制方法。通过ZigBee网络通信连接系统传感器、控制中心和照明终端,协调设备通信功能,实现信息快速传输储存。利用神经网络处理信号数据,提高系统信号检测和处理效率。在此基础上,利用自适应PSD算法识别路灯信号动态特征,进行自适应信号检测,调节信号数据偏差,精确检测数据结果,增强系统节能控制稳定程度,实现路灯分布式节能控制。由实验结果可知,研究方法将分布式路灯检测精准度提高到99%,熔池宽度稳定在3.5W/mm,具有良好的检测精准度和控制稳定性,可以对路灯进行节能控制。 展开更多
关键词 路灯分布式节能控制 ZIGBEE网络 神经网络 自适应psd算法
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Three-dimensional Information Decoupling System Based on PSD and Deviation Correction
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作者 YAN Chao-chao LU Jin YANG Hai-ma 《International English Education Research》 2015年第3期101-107,共7页
Three-dimensional Information Decoupling System Based on PSD were designed based on LabVIEW, in order to achieve precision, timeliness, reliability require-ments of the PSD used in the ATP system of Satellite Earth qu... Three-dimensional Information Decoupling System Based on PSD were designed based on LabVIEW, in order to achieve precision, timeliness, reliability require-ments of the PSD used in the ATP system of Satellite Earth quantum communication. Firstly, the laser light source was driven by a stepper motor to scan on the PSD photosensitive surface, and the voltage value was collected and calculated to get the spot position. Analyzing the cause of nonlinear, a mathematical model was built between the actual value and the measured value by using binary quadratic polynomial method, PSD nonlinear correction function would be got. Then, the object micro displacement and angle offset were measured by combining optical triangulation method, and the error of the measurement results was corrected. Experimental results showed that, after the correction, the measuring deviation could be significantly reduced, the PSD performance calibration requirements was achieved, the efficiency of the system was developed greatly by using LabVIEW. 展开更多
关键词 Position sensitive detector psd Three-dimensional Information Decoupling system Binary quadratic polynomial method Microdisplacement measurement Angle Measurement
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Three-dimensional Information Decoupling System Based on PSD and Deviation Correction
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作者 YAN Chao-chao LU Jin YANG Hai-ma 《Journal of Zhouyi Research》 2014年第6期101-107,共7页
关键词 信息系统 psd 解耦 三维 LABVIEW 纠偏 校正功能 ATP系统
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单激光双PSD深孔直线度检测系统设计
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作者 杨治刚 郝建军 刘子涛 《工具技术》 北大核心 2024年第11期144-148,共5页
针对深孔类零件直线度检测过程中因激光倾斜而引入位置测量误差的问题,设计了一种新型单激光双PSD深孔直线度检测系统。通过双PSD检测模块实现了光斑位置和倾斜角度的同时测量,建立了相应的角度误差修正数学模型和最小二乘法直线度评定... 针对深孔类零件直线度检测过程中因激光倾斜而引入位置测量误差的问题,设计了一种新型单激光双PSD深孔直线度检测系统。通过双PSD检测模块实现了光斑位置和倾斜角度的同时测量,建立了相应的角度误差修正数学模型和最小二乘法直线度评定算法,提升了深孔零件直线度的检测精度。实验证明,本直线度检测系统的重复性误差小于0.0033mm;使用三坐标测量机标定该直线度检测系统的检测精度可达0.003/400mm;测量1m深孔零件时,6次测量结果的最大偏差为0.0133mm,样本标准差最大值为0.0063mm。 展开更多
关键词 深孔直线度 psd 角度误差修正
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地铁PSD智能运维
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作者 李鹏飞 郭峰 丁剑博 《人民公交》 2024年第10期67-69,共3页
研究针对城市轨道交通中的站台门系统,提出了一套基于物联网、云计算、人工智能、大数据分析等技术的PSD智能运维系统,旨在实现对站台门系统的全方位智能管控,提升运维管理的智能化水平。通过建立物联通信平台和异构数据采集平台,实现... 研究针对城市轨道交通中的站台门系统,提出了一套基于物联网、云计算、人工智能、大数据分析等技术的PSD智能运维系统,旨在实现对站台门系统的全方位智能管控,提升运维管理的智能化水平。通过建立物联通信平台和异构数据采集平台,实现了对站台门系统各类数据的全面采集,包括整机状态数据、零部件状态数据、运行数据等。利用机器学习算法,如支持向量机(SVM)和神经网络,构建了预测模型来实时监测和预测可能的故障。研究结果表明,PSD智能运维系统能够有效预防和快速响应各类故障,保障地铁运行的安全与连续性,同时提升运维效率。该系统的研究和应用,为城市轨道交通的智能运维管理提供了一种新的思路,具有重要的理论意义和实践价值。 展开更多
关键词 地铁psd系统 智能运维 故障诊断 健康管理 数据驱动
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四网融合下城市轨道交通自适应站台门设计与分析 被引量:1
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作者 王玉珏 陈卓 +1 位作者 马松 刘潇洋 《都市快轨交通》 北大核心 2025年第1期70-74,共5页
针对四网融合中不同线路、车型间站台门系统的兼容性问题,本研究提出自适应站台门系统设计方案,包括改进机械结构、优化控制系统算法、提升智能化水平及增强间隙探测系统能力等在内的综合性解决方案。这些方案旨在提高站台门系统的灵活... 针对四网融合中不同线路、车型间站台门系统的兼容性问题,本研究提出自适应站台门系统设计方案,包括改进机械结构、优化控制系统算法、提升智能化水平及增强间隙探测系统能力等在内的综合性解决方案。这些方案旨在提高站台门系统的灵活性和安全性,以更好地适应不同车型和运营模式的需求。通过多种车型的适应,减少车站规模,降低城市轨道交通建设成本。研究成果以期为城市轨道交通四网融合背景下的站台门系统升级提供参考和借鉴。 展开更多
关键词 城市轨道交通 四网融合 站台门系统 多车型 自适应站台门 方案设计
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