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Laser test of the prototype of CEE time projection chamber 被引量:7
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作者 Wen Huang Fei Lu +22 位作者 He Li He Dong Yong-jin Ye Chen-Sheng Zhou Long-Xiang Liu Long Du Xiao-Hai Jin Peng-Liu Jin-Hui Chen Song Zhang Chen Zhong Chen Wu Qi-Te Li Hong-Liang Zang Yu-Cheng Ge Cheng-Jian Lin Hui-Ming Jia Nan-Ru Ma Dong-Xi Wang Peng Ma Jun Xu De-Qing Fang Yu-Gang Ma 《Nuclear Science and Techniques》 SCIE CAS CSCD 2018年第3期138-142,共5页
A prototype thick-GEM-based cooling storage ring external-target experiment(CEE) time projection chamber(TPC) is constructed and tested with the pulsed ultraviolet laser beams. The results indicate that the prototype ... A prototype thick-GEM-based cooling storage ring external-target experiment(CEE) time projection chamber(TPC) is constructed and tested with the pulsed ultraviolet laser beams. The results indicate that the prototype TPC has a good performance in three-dimensional track resolution. In X direction the position resolution is about 0.2 mm, and in Y direction the position resolution is about 0.5 mm. The results also determine that the energy resolution is about 5.4%, which achieve the requirements of the CEE experiment and can be used to study the nuclear state equation and the quantum chromo dynamics. 展开更多
关键词 TPC THICK GEM laser test Track RESOLUTION Energy RESOLUTION
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Laser ultrasonic testing for near-surface defects inspection of 316L stainless steel fabricated by laser powder bed fusion 被引量:4
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作者 Ting Dai Xiao-jian Jia +6 位作者 Jun Zhang Jin-feng Wu Yi-wei Sun Shu-xian Yuan Guan-bing Ma Xiao-jing Xiong Hui Ding 《China Foundry》 SCIE CAS 2021年第4期360-368,共9页
The laser powder bed fusion(L-PBF)method of additive manufacturing(AM)is increasingly used in various industrial manufacturing fields due to its high material utilization and design freedom of parts.However,the parts ... The laser powder bed fusion(L-PBF)method of additive manufacturing(AM)is increasingly used in various industrial manufacturing fields due to its high material utilization and design freedom of parts.However,the parts produced by L-PBF usually contain such defects as crack and porosity because of the technological characteristics of L-PBF,which affect the quality of the product.Laser ultrasonic testing(LUT)is a potential technology for on-line testing of the L-PBF process.It is a non-contact and non-destructive approach based on signals from abundant waveforms with a wide frequency-band.In this study,a method of LUT for on-line inspection of L-PBF process was proposed,and a system of LUT was established approaching the actual environment of on-line detection to evaluate the method applicability for defects detection of L-PBF parts.The detection results of near-surface defects in L-PBF 316L stainless steel parts show that the crack-type defects with a sub-millimeter level within 0.5 mm depth can be identified,and accordingly,the positions and dimensions information can be acquired.The results were verified by X-ray computed tomography,which indicates that the present method exhibits great potential for on-line inspection of AM processes. 展开更多
关键词 additive manufacturing 316L stainless steel on-line inspection laser ultrasonic testing non-destructive testing
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High laser damage threshold coatings and damage testing technology 被引量:5
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作者 MA Ping HU Jian-ping CHEN Song-lin TANG Ming WANG Zhen LI Wei XU Qiao 《光学精密工程》 EI CAS CSCD 北大核心 2005年第4期500-504,共5页
The laser-induced damage threshold(LIDT) of optical coating is a limited factor for development of a high peak power laser. The automatic damage testing facility was built to determine the LIDT of optics at 1 064 nm a... The laser-induced damage threshold(LIDT) of optical coating is a limited factor for development of a high peak power laser. The automatic damage testing facility was built to determine the LIDT of optics at 1 064 nm and 355 nm.. The cleanning and processing procedure of the substrate and coating technique were improved, and the damage resistance of high-reflective coating at 1 064 nm was increased. 展开更多
关键词 激光涂覆技术 LIDT 自动机械 光学仪器 激光仪器
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Progress on the ultrasonic testing and laser thermography techniques for NDT of tokamak plasma-facing components 被引量:3
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作者 Cuixiang Pei Haochen Liu +2 位作者 Jinxing Qiu Tianhao Liu Zhenmao Chen 《Theoretical & Applied Mechanics Letters》 CAS CSCD 2019年第3期180-187,共8页
During manufacturing and operation, different kinds of defects, e.g., delamination or surface cracks, may be generated in the plasma-facing components (PFCs) of a Tokamak device. To ensure the safety of the PFCs, vari... During manufacturing and operation, different kinds of defects, e.g., delamination or surface cracks, may be generated in the plasma-facing components (PFCs) of a Tokamak device. To ensure the safety of the PFCs, various kinds of nondestructive testing (NDT) techniques are needed for different defect and failure mode. This paper gives a review of the recently developed ultrasonic testing (UT) and laser thermography methods for inspection of the delamination and surface cracks in PFCs. For monoblock W/Cu PFCs of divertor, the bonding quality at both W-Cu and Cu- CuCrZr interfaces was qualified by using UT with a focus probe during manufacturing. A noncontact, coupling-free and flexible ultrasonic scanning testing system with use of an electromagnetic acoustic transducer and a robotic inspection manipulator was introduced then for the in-vessel inspection of delamination defect in first wall (FW). A laser infrared thermography testing method is highlighted for the on-line inspection of delamination defect in FW through the vacuum vessel window of the Tokamak reactor. Finally, a new laser spot thermography method using laser spot array source was described for the online inspection of the surface cracks in FW. 展开更多
关键词 Plasma-facing components Ultrasonic testing laser THERMOGRAPHY DELAMINATION Surface crack
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Ultrasonic testing for laser welded joint of stainless steel 被引量:1
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作者 谷晓鹏 徐国成 +1 位作者 段珍珍 刘静 《China Welding》 EI CAS 2013年第2期39-42,共4页
Two dimensional scan for laser welded joint of stainless steel was implemented according to the reflection characteristics of ultrasonic. B-scan imaging technique was applied to characterize the fusion state in the jo... Two dimensional scan for laser welded joint of stainless steel was implemented according to the reflection characteristics of ultrasonic. B-scan imaging technique was applied to characterize the fusion state in the joint and distinguish welding detects such as incomplete penetration. Calculation of weld width at the interface of the two plates and imaging of the weld cross section were accomplished. Experimental results show that rapid nondestructive testing can be achieved by this method with threshold value of 30% attenuation degree. The calculation error is less than 0. 25 mm. 展开更多
关键词 laser welding ultrasonic testing B-scan imaging
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A novel intelligent adaptive control of laser-based ground thermal test 被引量:1
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作者 Gan Zhengtao Yu Gang +4 位作者 Li Shaoxia He Xiuli Chen Ru Zheng Caiyun Ning Weijian 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2016年第4期1018-1026,共9页
Laser heating technology is a type of potential and attractive space heat flux simulation technology, which is characterized by high heating rate, controlled spatial intensity distribution and rapid response. However,... Laser heating technology is a type of potential and attractive space heat flux simulation technology, which is characterized by high heating rate, controlled spatial intensity distribution and rapid response. However, the controlled plant is nonlinear, time-varying and uncertainty when implementing the laser-based heat flux simulation. In this paper, a novel intelligent adaptive controller based on proportion-integration-differentiation (PID) type fuzzy logic is proposed to improve the performance of laser-based ground thermal test. The temperature range of thermal cycles is more than 200 K in many instances. In order to improve the adaptability of controller, output scaling factors are real time adjusted while the thermal test is underway. The initial values of scaling factors are optimized using a stochastic hybrid particle swarm optimization (H-PSO) algorithm. A validating system has been established in the laboratory. The performance of the proposed controller is evaluated through extensive experiments under different operating conditions (reference and load disturbance). The results show that the proposed adaptive controller performs remarkably better compared to the conventional PID (PID) controller and the conventional PID type fuzzy (F-PID) controller considering performance indicators of overshoot, settling time and steady state error for laser-based ground thermal test. It is a reliable tool for effective temperature control of laser-based ground thermal test. (C) 2016 Chinese Society of Aeronautics and Astronautics. Production and hosting by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license. 展开更多
关键词 Adaptive control Fuzzy logic Ground thermal test laser heating Thermal control
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The Study of Relaxation Time in Test of 940 nm Semiconductor Laser
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作者 Jiachun Li Jianjun Li +5 位作者 Tao Liu Bifeng Cui Jun Deng Jun Han Linjie He Shengjie Lin 《Journal of Computer and Communications》 2013年第7期46-49,共4页
Conventional test of the peak wavelength of a laser used to be applied immediately after a device is injected current. However, the results can not be considered as an accurate description to temperature characteristi... Conventional test of the peak wavelength of a laser used to be applied immediately after a device is injected current. However, the results can not be considered as an accurate description to temperature characteristic. This passage puts forward a concept of relaxation time in wavelength texts, mainly based on the experiment of 940 nm strain quantum well laser, confirming that under constant current, wavelength will get through a process of rising, and then, reach the limit. This process brings the effect on spectral characteristics of a device which cannot be ignored and the accumulated heat in relaxation time will gradually impact the emission wavelength of the laser, even crest split to form bimodal phenomenon. 展开更多
关键词 SEMICONDUCTOR laser test TEMPERATURE Characteristics RELAXATION Time
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THE SIGNIFICANCE OF TESTING PREOPERATIVE VISUAL FUNCTION IN CATARACT USING LASER INTERFEROMETRIC VISUAL ACUITY AND ERG 被引量:2
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作者 De-Zheng Wu Lezheng Wu Xijing Xu Hui Chen Taiqing Luo Zhongshan Ophthalmic Center Sun Yat-sen University of Medical Sciences Guangzhou 510060, China 《眼科学报》 1991年第1期21-24,共4页
Tests of preoperative visual function and prediction of postoperative E chart visual acuity(ECVA) using laser interferometric visual acuity(LIVA) and electroretinogram(ERG) were performed in 16 cases(19 eyes) of catar... Tests of preoperative visual function and prediction of postoperative E chart visual acuity(ECVA) using laser interferometric visual acuity(LIVA) and electroretinogram(ERG) were performed in 16 cases(19 eyes) of cataract. The results showed that the coincident rate between preoperative LIVA and postoperative ECVA was 63.2%, and there was a parallel correlation between preoperative amplitude of photopic ERG b-wave and postoperative ECVA in 79.0% of the eyes. Comparing these two methods, the test of LIVA ... 展开更多
关键词 THE SIGNIFICANCE OF testING PREOPERATIVE VISUAL FUNCTION IN CATARACT USING laser INTERFEROMETRIC VISUAL ACUITY AND ERG
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Central Retinal Microperimetry by Scanning Laser Ophthalmoscopy in Chiasmal Patients with Visual Inattention Temporally at Monocular Visual Acuity Testing
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作者 Hans C. Fledelius Mads Nis V. Andersen 《Open Journal of Ophthalmology》 2017年第1期44-50,共7页
Background: In a previous study, a specific visual behaviour was described in four chiasmal patients. It manifested as inattention/ignorance within the temporal visual space (“visual blocking”) at monocular visual a... Background: In a previous study, a specific visual behaviour was described in four chiasmal patients. It manifested as inattention/ignorance within the temporal visual space (“visual blocking”) at monocular visual acuity testing. Moreover, in 3 out of the 4, the process of reading a text appeared cognitively impaired. Methods: As a supplement to conventional visual field testing, the present analysis focus was on microperimetry by Scanning Laser Ophthalmocopy (SLO). Our aim was to identify the perceptual retinal counterparts to the temporally located visual field defects as caused by the visual pathway lesion on a chiasmal level, possibly also to indicate the apparently ineffective saccadic movements underlying that only part of the line on the chart could be given. Results and Conclusions: The central retinal areas with lacking recognition by SLO testing were given by black rectangles expressing scotomatous points;they clustered in a zone extending nasally from the fixation area, as expected. The methodology further depicted an orderly fixation in two cases, and only minor deviation in two. Fixation saccades thus were considered by and large within normal and with only exceptional outlier points recorded. All considered, the shortcomings of the perceptual mechanisms underlying the lateralised visual inattention as observed in the four patients have remained without a satisfactory explanation. 展开更多
关键词 MICROPERIMETRY laser Ophthalmoscope MONOCULAR VISUAL Acuity testING Optic CHIASM
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激光辅助PDC试验钻头破岩试验与仿真研究
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作者 李琴 陈宇坤 +2 位作者 黄志强 张峰 张文琳 《地下空间与工程学报》 北大核心 2026年第1期131-140,共10页
激光辅助破岩具有绿色、高效等优点,是有望实现油气资源在深层、超深层及难钻地层中高效开采的技术。搭建了激光辅助PDC(Polycrystaline Diamond Compact)试验钻头破岩试验装置,开展激光辅助PDC试验钻头破岩和PDC试验钻头破岩试验对比研... 激光辅助破岩具有绿色、高效等优点,是有望实现油气资源在深层、超深层及难钻地层中高效开采的技术。搭建了激光辅助PDC(Polycrystaline Diamond Compact)试验钻头破岩试验装置,开展激光辅助PDC试验钻头破岩和PDC试验钻头破岩试验对比研究,结果表明:在钻头钻压为10 kN,钻速为60 r/min的条件下激光辅助作用下钻进速度提高61%。运用有限元法,基于岩石HJC(Holmquist-Johnson-Cook)本构模型建立激光辅助PDC试验钻头破岩仿真模型,开展仿真研究,结果表明:激光辐照岩石表面产生高温和预损伤,使岩石强度降低,从而有利于PDC钻头对岩石进行破碎;在激光辅助作用下,钻进过程中钻头扭矩降低12.6%,进尺深度增加16.22 mm,钻进速度提升85.92%。研究成果可为后续激光辅助机械破岩技术的发展与应用提供指导。 展开更多
关键词 试验装置 激光辐照 激光辅助破岩 破岩特性
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飞行器结构超高温激光加热试验技术研究
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作者 王伟 武小峰 +5 位作者 王晓晖 程俊 乔通 谢新杨 石长伟 王成亮 《强度与环境》 2026年第1期10-16,共7页
针对高速飞行器结构超高温环境试验模拟难题,开展了超高温激光加热试验技术研究。建立了激光加热试验方法,设计了激光加热系统样机并进行了性能测试,获得了光斑大小、热流密度云图等数据。结果表明,激光加热光斑内的热场均匀性良好,热... 针对高速飞行器结构超高温环境试验模拟难题,开展了超高温激光加热试验技术研究。建立了激光加热试验方法,设计了激光加热系统样机并进行了性能测试,获得了光斑大小、热流密度云图等数据。结果表明,激光加热光斑内的热场均匀性良好,热场阵列、叠加的应用效果符合预期。最后,给出了典型的激光加热试验应用案例。 展开更多
关键词 飞行器结构 超高温 激光加热 结构热试验
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Estimation of pulsed laser-induced single event transient in a partially depleted silicon-on-insulator 0.18-μm MOSFET 被引量:7
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作者 毕津顺 曾传滨 +3 位作者 高林春 刘刚 罗家俊 韩郑生 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第8期631-635,共5页
In this paper, we investigate the single event transient (SET) occurring in partially depleted silicon-on-insulator (PDSOI) metal-oxide-semiconductor (MOS) devices irradiated by pulsed laser beams. Transient sig... In this paper, we investigate the single event transient (SET) occurring in partially depleted silicon-on-insulator (PDSOI) metal-oxide-semiconductor (MOS) devices irradiated by pulsed laser beams. Transient signal characteristics of a 0.18-p.m single MOS device, such as SET pulse width, pulse maximum, and collected charge, are measured and an- alyzed at wafer level. We analyze in detail the influences of supply voltage and pulse energy on the SET characteristics of the device under test (DUT). The dependences of SET characteristics on drain-induced barrier lowering (DIBL) and the parasitic bipolar junction transistor (PBJT) are also discussed. These results provide a guide for radiation-hardened deep sub-micrometer PDSOI technology for space electronics applications. 展开更多
关键词 laser test single event transient charge collection partially depleted silicon on insulator
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17-4PH不锈钢表面激光熔覆钴基合金工艺及其组织性能
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作者 任维泽 陈青 +5 位作者 孙钰 段绪星 张显均 田皓文 赵子锐 李昌远 《应用激光》 北大核心 2026年第3期29-40,共12页
以核阀密封面为研究对象,采用激光熔覆技术在17-4PH不锈钢表面制备Stellite6钴基合金涂层。通过单因素试验、正交试验等方法从单道-单层-多层逐次递升开展工艺探索、工艺优化和样件制备。研究激光功率、送粉量和扫描速度对涂层截面形貌... 以核阀密封面为研究对象,采用激光熔覆技术在17-4PH不锈钢表面制备Stellite6钴基合金涂层。通过单因素试验、正交试验等方法从单道-单层-多层逐次递升开展工艺探索、工艺优化和样件制备。研究激光功率、送粉量和扫描速度对涂层截面形貌的影响,并以涂层表面质量和宏观金相作为单道单因素试验的衡量指标,得到各工艺参数的较优范围后,随即开展单层正交工艺优化试验,正交试验中以涂层内部有无裂纹作为合格判据,在获得较优工艺参数组合后,结合多层涂层的熔覆效果得到最优工艺参数为激光功率2200 W、送粉量12 g/min和扫描速度9 mm/s。确定最优工艺参数后,研究涂层的微观组织,涂层主要由平面晶、胞状晶、柱状晶、树枝晶和等轴晶组成,涂层物相主要由FCC结构的γ-Co、M_(23)C_(6)和M_(7)C_(3)碳化物组成。最后根据RCC-M标准对样件开展渗透、表面硬度和金相检验,样件均通过合格判定,满足相关标准规范要求,具有实际应用价值。 展开更多
关键词 核阀 密封面 激光熔覆 工艺优化 性能检测
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铣槽窄筋钎焊缝激光超声检测方法研究
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作者 王建超 赵灿 +4 位作者 陈宇航 寇兴 刘郁 裴翠祥 王永红 《应用声学》 北大核心 2026年第1期10-19,共10页
液体火箭发动机推力室铣槽窄筋钎焊质量检测对保障发动机的安全可靠非常重要。为有效解决火箭发动机推力室铣槽窄筋钎焊结构的无损检测难题,该文提出了一种新的利用激光超声技术,以非接触、高分辨、高精度、可达性好、易实现大型复杂构... 液体火箭发动机推力室铣槽窄筋钎焊质量检测对保障发动机的安全可靠非常重要。为有效解决火箭发动机推力室铣槽窄筋钎焊结构的无损检测难题,该文提出了一种新的利用激光超声技术,以非接触、高分辨、高精度、可达性好、易实现大型复杂构件快速自动化扫查的测量方法对发动机推力室铣槽窄筋钎焊质量进行检测与评估。首先,该文针对推力室铣槽窄筋焊缝结构激光超声检测方法机理进行了研究,提出从推力室内壁进行激励检出的方法。其次,基于激光超声理论开发了铣槽窄筋焊缝结构激光激发超声声场仿真技术,进行了仿真优化研究。最后,基于设计开发的检测方法和实验系统,对不同漏焊程度的缺陷进行了实验检测,结果发现,利用激光超声方法可以有效检出铣槽窄筋焊缝缺陷,检测到多个脉冲回波信号,有漏焊缺陷区域相比无漏焊缺陷区域的脉冲回波信号明显提前,且漏焊缺陷信号幅值随着漏焊区域增大而增大,验证了检测方法的有效性。 展开更多
关键词 发动机推力室 铣槽窄筋钎焊缝 激光超声 无损检测
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基于ANOVA的激光熔覆单道Ni45涂层工艺参数优化和多响应预测研究
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作者 邱亚杰 李云峰 +1 位作者 赵亓 姜广君 《热加工工艺》 北大核心 2026年第1期86-92,共7页
采用5 kW CO_(2)激光器在42CrMoA钢表面制备Ni45熔覆层,研究不同工艺参数对Ni45熔覆层质量的影响。采用正交试验方法对单道激光熔覆工艺参数进行优化。正交试验结果表明:对稀释率影响最大的是扫描速度和送粉量,而对熔高和熔宽影响最大... 采用5 kW CO_(2)激光器在42CrMoA钢表面制备Ni45熔覆层,研究不同工艺参数对Ni45熔覆层质量的影响。采用正交试验方法对单道激光熔覆工艺参数进行优化。正交试验结果表明:对稀释率影响最大的是扫描速度和送粉量,而对熔高和熔宽影响最大的分别是扫描速度和激光功率。通过前期预试验获得了Ni45熔覆层未开裂参数,即最大熔高为1.6 mm、最大熔宽是5 mm。通过方差分析方法与响应模型预测得到最优参数,即在600 L/h的载粉气流量条件下,激光功率为2100 W,扫描速度为300 mm/min,送粉率为8.87 g/min。采用上述参数进行单道优化试验,熔覆层尺寸响应模型的预测误差均在±5.1%范围,证明激光功率、扫描速度与送粉量的参数优化有显著效果。 展开更多
关键词 激光熔覆 单道工艺 正交试验 工艺参数
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基于激光共振的乒乓底板模态分析与有限元仿真
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作者 陈超 李欣悦 +2 位作者 倪云鹏 何盛 冷魏祺 《林业工程学报》 北大核心 2026年第2期76-82,共7页
当前乒乓球底板力学性能研究主要依赖运动员主观评价、现有模态测试多采用传统接触式测量方法,缺乏试验测量与有限元仿真定量对比分析。为系统研究底板的振动特性,采用激光多普勒法和激光干涉法这2种非接触式无损检测技术进行试验测量,... 当前乒乓球底板力学性能研究主要依赖运动员主观评价、现有模态测试多采用传统接触式测量方法,缺乏试验测量与有限元仿真定量对比分析。为系统研究底板的振动特性,采用激光多普勒法和激光干涉法这2种非接触式无损检测技术进行试验测量,并运用有限元分析软件ABAQUS建立了底板的仿真模型进行对比检验。①通过激光多普勒法测得底板一阶和二阶固有频率分别为125.00和153.13 Hz,而激光干涉法测得结果分别为101.00和151.00 Hz,两者在一阶固有频率上存在一定误差,但二阶频率误差较小,共同证实了这2种方法在有效获取底板模态参数方面的适用性;②有限元仿真获得的一阶和二阶固有频率分别为114.75和234.66 Hz,其振型结果与试验结果具有较好的拟合度,一阶频率误差在合理范围内,但二阶频率误差较大。研究表明,激光多普勒法、激光干涉法和有限元仿真在乒乓球底板振动特性研究中均展现出良好的适用性,为底板的结构优化设计和性能提升提供了重要的试验数据支持、可靠的仿真验证手段及新的研究思路。 展开更多
关键词 模态分析 乒乓底板 有限元 无损检测 激光多普勒 激光干涉
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弯头管件激光切割设备
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作者 杨月洁 《机械制造》 2026年第3期51-53,共3页
针对传统弯头管件切割设备存在的切割精度低、适应性差、加工效率不足等问题,设计一种弯头管件激光切割设备。介绍弯头管件激光切割设备的整体结构,分析核心部件,给出生产与装配方案。通过伺服电机与驱动齿轮的啮合传动,实现弯头管件的... 针对传统弯头管件切割设备存在的切割精度低、适应性差、加工效率不足等问题,设计一种弯头管件激光切割设备。介绍弯头管件激光切割设备的整体结构,分析核心部件,给出生产与装配方案。通过伺服电机与驱动齿轮的啮合传动,实现弯头管件的精准角度调节。配合立板上的电动推杆驱动安装板,带动激光切割机构完成进给运动。通过性能测试,验证弯头管件激光切割设备在切割精度、加工效率及稳定性方面的优势。弯头管件激光切割设备的加工效率相比传统等离子切割机提升至少35%,可以满足不同规格弯头管件的高精度切割需求,具有良好的工程应用价值。 展开更多
关键词 弯头管件 激光切割 设计 测试
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基于SHAP深度特征解释的亚健康霉心苹果非接触式振动法检测
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作者 翟明灿 汪智斌 +4 位作者 李贺 余有芳 莫小明 查志华 吴杰 《农业工程学报》 北大核心 2026年第2期394-404,共11页
霉心病是苹果常见内部病害之一,当霉菌未突破内果皮时为亚健康果,这类果及时检测有助于采取有效贮藏和销售策略以保持正常的商品价值。为此,该研究使用空气射流激振及激光多普勒测振相结合的方法非接触式获取苹果振动响应信号,将信号转... 霉心病是苹果常见内部病害之一,当霉菌未突破内果皮时为亚健康果,这类果及时检测有助于采取有效贮藏和销售策略以保持正常的商品价值。为此,该研究使用空气射流激振及激光多普勒测振相结合的方法非接触式获取苹果振动响应信号,将信号转换为时域和频域格拉姆角和场图以及时频图像,然后采用vision transformer(ViT)网络提取多域融合图像的深度特征并进行特征聚类分析,将聚类性能最好的深度特征分别输入k近邻(k-nearest neighbor,k NN)、支持向量机(support vector machine,SVM)、逻辑回归(logistic regression,LR)、随机森林(random forest,RF)以及决策树(decision tree,DT)进行分类并进行模型性能评价,对分类性能较优的模型进行SHAP(shapley additive explanations)分析和特征解释。结果表明,对于亚健康霉心苹果的分类任务,ViT网络第8层编码器模块中class token的深度特征聚类性能较好,使用该层特征构建的ViT-k NN模型分类性能较优,其总体分类准确率、F1值、Kappa系数、Matthews相关系数分别为83.10%、82.18%、74.14%和74.08%。相较于ViT-k NN模型,ViT-RF模型的总体性能与之接近,ViT-SVM和ViT-LR模型的总体性能略低,ViT-DT模型的总体性能较低。ViT-k NN模型所使用的768个深度特征中有60个特征对模型分类性能和泛化性能起主要贡献,所包含的25个消极特征虽然会抑制模型分类性能,但对模型泛化起重要作用。该研究为梨果内部早期病害检测及技术研发提供参考,同时也有助于深入认识特征对模型分类性能和泛化性能的贡献。 展开更多
关键词 病害 无损检测 空气射流激振 激光多普勒测振 振动多域图像 深度学习
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激光点火及其对量热仪安全性和测定精度影响研究
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作者 孙承春 王伟 +5 位作者 丁晓汉 任宪桥 陈凤军 崔玉琨 吴锁贞 杨华玉 《煤质技术》 2026年第2期98-104,共7页
笔者较为深入地研究了激光点火装置设计、点火热计算及其对氧弹安全性和量热仪精密度的影响。经过改进的第二代激光点火装置,集成高功率激光二极管、聚焦透镜一体化封装于氧弹内部,煤种适应性广、结构稳定性好;计算发现激光点火热仅约9... 笔者较为深入地研究了激光点火装置设计、点火热计算及其对氧弹安全性和量热仪精密度的影响。经过改进的第二代激光点火装置,集成高功率激光二极管、聚焦透镜一体化封装于氧弹内部,煤种适应性广、结构稳定性好;计算发现激光点火热仅约9 J,且长期稳定性好。首次研究了点火过程中氧弹表面温度和内部压力变化,发现激光点火氧弹表面温度和内部压力峰值均不高于棉线点火,有力证明了激光点火的安全性。热容量标定结果显示,激光点火与棉线点火的热容量标准相对偏差分别为0.04%和0.05%,均优于国标(0.20%)要求;对不同煤样发热量测定发现,2种点火方式的重复性相近,均远小于国标的规定。因此,第二代激光点火设计科学、使用安全,对量热仪测定精度没有不良影响,符合GB/T 213—2008要求,满足量热仪自动化升级和机器人煤质化验的需要。 展开更多
关键词 激光点火 发热量 量热仪 安全性检验 机器人煤质化验
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新型便携式粮食库存数量检测仪实仓测试分析
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作者 曲叶祥 耿玉刚 +6 位作者 揣君 刘化亮 刘家旺 田云飞 刘亮 袁庆利 罗承靖 《粮食与饲料工业》 2026年第1期26-30,共5页
为了解决国家储备粮库存数量快速检测技术难题,在前期研究基础上,研制了基于激光三维扫描技术的新型便携式粮食库存数量检测仪,设计了设备专用的安装底座,重新梳理了粮食数量检查业务流程,开发了配套的软件管理平台。研发解决了便携式... 为了解决国家储备粮库存数量快速检测技术难题,在前期研究基础上,研制了基于激光三维扫描技术的新型便携式粮食库存数量检测仪,设计了设备专用的安装底座,重新梳理了粮食数量检查业务流程,开发了配套的软件管理平台。研发解决了便携式设备面临的自动调平与校准关键技术难题,实现了设备多仓轮换使用。首次在15个平房仓廒间集中开展样机性能测试,收集了大量的实仓测试数据,检测数量差率的绝对值小于2%,满足国家清仓查库数量检查精度要求。测试仓房尺寸大、类型多,全面检验了设备的精度、效率、稳定性和一致性等关键技术指标,均达到了预期目标。此外,还检验了设备使用的便捷性,通过专用底座实现设备快速插拔安装,即装即用,通过基础数据一次性录入简化现场检查工作,大幅降低检查人员的工作量和劳动强度,提高检查效率,检测一遍仅需3 min。实仓测试结果表明,新型便携式粮食库存数量检测仪性能可靠,技术成熟,可替代传统的粮食数量人工丈量测算方式,为其今后的推广应用奠定了良好的基础。 展开更多
关键词 便携式 粮食 数量检测 实仓测试 激光扫描 快速检测
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