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Theoretical analysis of ultra-short pulsed laser ablation of SiO_2 material based on a Coulomb explosion model
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作者 林晓辉 任维松 《Journal of Southeast University(English Edition)》 EI CAS 2011年第3期261-265,共5页
Based on the kinetic theoretical Vlasov-Poisson equation, a surface Coulomb explosion model of SiO2 material induced by ultra-short pulsed laser radiation is established. The non-equilibrium free electron distribution... Based on the kinetic theoretical Vlasov-Poisson equation, a surface Coulomb explosion model of SiO2 material induced by ultra-short pulsed laser radiation is established. The non-equilibrium free electron distribution resulting from the two mechanisms of multi-photon ionization and avalanche ionization is computed. A quantitative analysis is given to describe the Coulomb explosion induced by the self-consistent electric field, and the impact of the parameters of laser pulses on the surface ablation is also discussed. The results show that the electron relaxation time is not constant, but it is related to the microscopic state of the electrons, so the relaxation time approximation is not available on the femtosecond time scale. The ablation depths computed by the theoretical model are in good agreement with the experimental results in the range of pulse durations from 0 to 1 ps. 展开更多
关键词 ultra-short pulsed laser Coulomb explosion nonequilibrium distribution material ablation
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Ultra-Short Pulsed Laser Manufacturing and Surface Processing of Microdevices 被引量:5
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作者 Yongchao Yu Shi Bai +1 位作者 Shutong Wang Anming Hu 《Engineering》 SCIE EI 2018年第6期779-786,共8页
Ultra-short laser pulses possess many advantages for materials processing.Ultrafast laser has a significantly low thermal effect on the areas surrounding the focal point;therefore,it is a promising tool for micro-and ... Ultra-short laser pulses possess many advantages for materials processing.Ultrafast laser has a significantly low thermal effect on the areas surrounding the focal point;therefore,it is a promising tool for micro-and submicro-sized precision processing.In addition,the nonlinear multiphoton absorption phenomenon of focused ultra-short pulses provides a promising method for the fabrication of various structures on transparent material,such as glass and transparent polymers.A laser direct writing process was applied in the fabrication of high-performance three-dimensional(3D)structured multilayer microsupercapacitors(MSCs)on polymer substrates exhibiting a peak specific capacitance of 42.6 mF·cm^-2 at a current density of 0.1 mA·cm^-12.Furthermore,a flexible smart sensor array on a polymer substrate was fabricated for multi-flavor detection.Different surface treatments such as gold plating,reducedgraphene oxide(rGO)coating,and polyaniline(PANI)coating were accomplished for different measurement units.By applying principal component analysis(PCA),this sensing system showed a promising result for flavor detection.In addition,two-dimensional(2D)periodic metal nanostructures inside 3D glass microfluidic channels were developed by all-femtosecond-laser processing for real-time surfaceenhanced Raman spectroscopy(SERS).The processing mechanisms included laser ablation,laser reduction,and laser-induced surface nano-engineering.These works demonstrate the attractive potential of ultra-short pulsed laser for surface precision manufacturing. 展开更多
关键词 ultra-short PULSED laser processing MICRODEVICES SUPERCAPACITOR Electronic TONGUE Surface-enhanced RAMAN spectroscopy
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Subdomain Model for Predicting Armature Reaction Field of Dual-Stator Consequent-Pole PM Machines Accounting for Tooth-Tips 被引量:5
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作者 Minchen Zhu Lijian Wu +1 位作者 Youtong Fang Thierry Lubin 《CES Transactions on Electrical Machines and Systems》 CSCD 2019年第2期143-150,共8页
This paper presents an exact analytical subdomain model of dual-stator consequent-pole permanent-magnet(DSCPPM)machines accounting for tooth-tips,which can accurately predict the armature reaction field distribution i... This paper presents an exact analytical subdomain model of dual-stator consequent-pole permanent-magnet(DSCPPM)machines accounting for tooth-tips,which can accurately predict the armature reaction field distribution in DSCPPM machines.In the proposed subdomain model,the field domain is composed of four types of sub-regions,viz.magnets,outer/inner air gaps,slots and slot openings.The analytical expressions of vector potential in each sub-region are determined by boundary and interface conditions.In comparison to the analytically predicted results,the corresponding flux density field distributions computed by finite element(FE)method are analyzed,which confirms the excellent accuracy of the developed subdomain model. 展开更多
关键词 Analytical model rmature reaction consequent-pole dual-stator permanent-magnet machines subdomain model.
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Wavelength tunable ultra-short pulses based on a flat broadband spectrum generated in a nonlinear ytterbium-doped fiber amplifier 被引量:1
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作者 Run-Qin Xu Zi-Kai Dong +2 位作者 Jin-Rong Tian Ke-Xuan Li Yan-Rong Song 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第1期220-223,共4页
We present a nonlinear ytterbium-doped fiber amplifier based on enhanced nonlinear effects that can produce a flat broadband spectrum ranging from 1050–1225 nm with a maximum average output power of 7.8 W at 14 W pum... We present a nonlinear ytterbium-doped fiber amplifier based on enhanced nonlinear effects that can produce a flat broadband spectrum ranging from 1050–1225 nm with a maximum average output power of 7.8 W at 14 W pump power.Its repetition rate is 89 MHz. Using a pair of gratings and two knife edges as a filter, wavelength tunable picosecond pulses of tens to hundreds of milliwatts can be obtained in the broadband spectrum range. The output power, pulse width, and spectrum(center wavelength and linewidth) are adjusted by tuning the distance of the grating pair and/or the knife edges.Fixing the distance between the two gratings at 15 mm and keeping the output spectrum linewidth at approximately 20 nm,the shortest pulse width obtained is less than 1 ps centered at 1080 nm. The longest wavelength of the short pulses is around1200 nm, and its output power and pulse width are 40 m W and 5.79 ps, respectively. The generation of a flat broadband spectrum is also discussed in this paper. 展开更多
关键词 tunable ultra-short pulse broadband spectrum nonlinear amplifier
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A review on glass welding by ultra-short laser pulses 被引量:6
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作者 Kristian Cvecek Sarah Dehmel +1 位作者 Isamu Miyamoto Michael Schmidt 《International Journal of Extreme Manufacturing》 2019年第4期1-10,共10页
Glass welding by ultra-short pulsed(USP)lasers is a piece of technology that offers high strength joints with hermetic sealing.The joints are typically formed in glass that is transparent to the laser by exploiting no... Glass welding by ultra-short pulsed(USP)lasers is a piece of technology that offers high strength joints with hermetic sealing.The joints are typically formed in glass that is transparent to the laser by exploiting nonlinear absorption effects that occur under extreme conditions.Though the temperature reached during the process is on the order of a few 1000°C,the heat affected zone(HAZ)is confined to only tens of micrometers.It is this controlled confinement of the HAZ during the joining process that makes this technology so appealing to a multitude of applications because it allows the foregoing of a subsequent tempering step that is typically essential in other glass joining techniques,thus making it possible to effectively join highly heat sensitive components.In this work,we give an overview on the process,development and applications of glass welding by USP lasers. 展开更多
关键词 USP glass welding ultra-short pulsed laser processing brittle materials glass joining
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Generation of time-dependent ultra-short optical pulse trains in the presence of self-steepening effect 被引量:1
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作者 钟先琼 向安平 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第2期624-629,共6页
Starting from the extended nonlinear Schrodinger equation in which the self-steepening effect is included, the evolution and the splitting processes of continuous optical wave whose amplitude is perturbed into time re... Starting from the extended nonlinear Schrodinger equation in which the self-steepening effect is included, the evolution and the splitting processes of continuous optical wave whose amplitude is perturbed into time related ultra-short optical pulse trains in an optical fibre are numerically simulated by adopting the split-step Fourier algorithm. The results show that the self-steepening effect can cause the characteristic of the pulse trains to vary with time, which is different from the self-steepening-free case where the generated pulse trains consist of single pulses which are identical in width, intensity, and interval, namely when pulses move a certain distance, they turn into the pulse trains within a certain time range. Moreover, each single pulse may split into several sub-pulses. And as time goes on, the number of the sub-pulses will decrease gradually and the pulse width and the pulse intensity will change too. With the increase of the self-steepening parameter, the distance needed to generate time-dependent pulse trains will shorten. In addition, for a large self-steepening parameter and at the distance where more sub-pulses appear, the corresponding frequency spectra of pulse trains are also wider. 展开更多
关键词 nonlinear optics self-steepening effect ultra-short optical pulse trains split-step Fourier algorithm optical perturbation
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Taper Angle Correction in Cutting of Complex Micro-mechanical Contours with Ultra-Short Pulse Laser 被引量:5
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作者 J. Auerswald A. Ruckli +3 位作者 T. Gschwilm P. Weber D. Diego-Vallejo H. Schliiter 《Journal of Mechanics Engineering and Automation》 2016年第7期334-338,共5页
The objective of this work was to investigate the possibility of taper angle correction in cutting of complex micro-mechanical contours using a TruMicro ultra-short pulse laser in combination with the SCANLAB precSYS ... The objective of this work was to investigate the possibility of taper angle correction in cutting of complex micro-mechanical contours using a TruMicro ultra-short pulse laser in combination with the SCANLAB precSYS micro machining sub system. In a first step, the influence of the process parameters on the kerftaper angle of metallic alloys was systematically investigated without beam inclination. A set of base parameters was derived for the subsequent investigations. In a second step, the kerftaper angle was controlled by static beam inclination. In a third step, the same optics was used in its dynamic precession mode to fabricate micro-mechanical components of complex contours with perpendicular 0~ taper angles. It was found that taper angle adjustments of up to 7.5~ are possible with the used setup for cutting applications. Taper angle control is possible both in the static beam inclination mode and in the dynamic precession mode. The static mode could be interesting for contours with sharp inner radii and for achieving faster cutting times similar to results with fixed optics, but would require excellent synchronization of beam inclination and axis motion. The dynamic precession mode would allow an easier integration of the optics into a laser machine but will result in longer cutting times and limitations with respect to achievable inner radii. 展开更多
关键词 ultra-short pulse laser cutting kerf taper angle zero taper 5-axis micro machining.
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Electromagnetic Performance Prediction for the Symmetrical Dual Three-phase Surface-mounted PMSM under Open-phase Faults Based on Accurate Subdomain Model 被引量:1
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作者 Zhe Liang Deliang Liang +1 位作者 Peng Kou Shaofeng Jia 《CES Transactions on Electrical Machines and Systems》 CSCD 2022年第4期422-437,共16页
The paper presents an accurate analytical subdomain model for predicting the electromagnetic performance in the symmetrical dual three-phase surface-mounted permanent magnet synchronous machine(PMSM)under open-phase f... The paper presents an accurate analytical subdomain model for predicting the electromagnetic performance in the symmetrical dual three-phase surface-mounted permanent magnet synchronous machine(PMSM)under open-phase faulty conditions.The model derivations are extended from previous accurate subdomain models accounting for slotting effects.Compared with most conventional subdomain models for traditional three-phase machines with nonoverlapping winding arrangement,the subdomain model proposed in this paper applied for the 24-slot/4-pole dual three-phase machine with symmetrical overlapping winding arrangement.In order to investigate the postfault electromagnetic performance,the reconfigured phase currents and then current density distribution in stator slots under different open-circuit conditions are discussed.According to the developed model and postfault current density distribution,the steady-state electromagnetic performance,such as the electromagnetic torque and unbalanced magnetic force,under open-circuit faulty conditions are obtained.For validation purposes,finite element analysis(FEA)is employed to validate the analytical results.The result indicate that the postfault electromagnet performance can be accurately predicted by the proposed subdomain model,which is in good agreement with FEA results. 展开更多
关键词 Dual three-phase Permanent magnet synchronous machine subdomain model Electromagnetic torque Unbalanced magnetic force Open-phase fault
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Differential protein expression during colonic adaptation in ultra-short bowel rats
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作者 Hai-Ping Jiang Tao Chen +1 位作者 Guang-Rong Yan Dan Chen 《World Journal of Gastroenterology》 SCIE CAS CSCD 2011年第20期2572-2579,共8页
AIM: To investigate the proteins involved in colonic adaptation and molecular mechanisms of colonic adapration in rats with ultra-short bowel syndrome (USBS). METHODS: Sprague Dawley rats were randomly as- signed ... AIM: To investigate the proteins involved in colonic adaptation and molecular mechanisms of colonic adapration in rats with ultra-short bowel syndrome (USBS). METHODS: Sprague Dawley rats were randomly as- signed to three groups: USBS group (10 rats) undergoing an approximately 90%-95% small bowel resection; sham-operation group (10 rats) undergoing small bowel transaction and anastomosis; and control group (ten normal rats). Colon morphology and differential protein expression was analyzed after rats were given postsurgical enteral nutrition for 21 d. Protein expression in the colonic mucosa was analyzed by two-dimensional electrophoresis (2-DE) in all groups. Differential protein spots were detected by ImageMaster 2D Platinum soft-ware and were further analyzed with matrix-assisted laser desorption/ionization-time-of-flight/time-of-flightmass spectrometric (MALDI-TOF/TOF-MS) analysis. RESULTS: The colonic mucosal thickness significantly increased in the USBS group compared with the control group (302.1 ± 16.9 um vs 273.7 ± 16.0 um, P 〈 0.05). There was no statistically significant difference between the sham-operation group and control group (P 〉 0.05). The height of colon plica markedly improved in USBS group compared with the control group (998.4 ± 81.2 um vs 883.4 ± 39.0 um, P 〈 0.05). There was no statistically significant difference between the shamoperation and control groups (P 〉 0.05). A total of 141 differential protein spots were found in the USBS group. Forty-nine of these spots were down-regulated while 92 protein spots were up-regulated by over 2-folds. There were 133 differential protein spots in USBS group. Thirty of these spots were down-regulated and 103 were upregulated. There were 47 common differential protein spots among the three groups, including 17 down- regulated protein spots and 30 up-regulated spots. Among 47 differential spots, eight up-regulated proteins were identified by MALDI-TOF/TOF-MS. These proteins were previously reported to be involved in sugar and fat metabolism, protein synthesis and oxidation reduction, which are associated with colonic adaption. CONCLUSION: Eight proteins found in this study play important roles in colonic compensation and are associated with sugar and fat metabolism, protein synthesis, and molecular chaperoning 展开更多
关键词 ultra-short bowel syndrome Enteral nutrition Colon adaptation PROTEOMICS
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Effect of Foil Target Thickness in Proton Acceleration Driven by an Ultra-Short Laser
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作者 路建新 兰小飞 +5 位作者 席晓峰 张海峰 张骥 王雷剑 汤秀章 王乃彦 《Plasma Science and Technology》 SCIE EI CAS CSCD 2015年第6期458-460,共3页
Proton acceleration experiments were carried out by a 1.2× 1018 W/cm2 ultra-short laser interaction with solid foil targets. The peak proton energy observed from an optimum target thickness of 7 μm in our experi... Proton acceleration experiments were carried out by a 1.2× 1018 W/cm2 ultra-short laser interaction with solid foil targets. The peak proton energy observed from an optimum target thickness of 7 μm in our experiments was 2.1 MeV. Peak proton energy and proton yield were investigated for different foil target thicknesses. It was shown that proton energy and conversion efficiency increased as the target became thinner, on one condition that the preplasma generated by the laser prepulse did not have enough shock energy and time to influence or destroy the target rear-surface. The existence of optimum foil thickness is due to the effect of the prepulse and hot electron transportation behavior on the foil target. 展开更多
关键词 ultra-short laser PROTON thin foil target target normal sheath acceleration
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Study on Ultra-Short Laser Pulse Ablation of Metals by Molecular Dynamics Simulation
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作者 刘璇 王扬 赵丽杰 《Journal of Beijing Institute of Technology》 EI CAS 2006年第4期406-410,共5页
The dynamical progresses involved in ultra-short laser pulse ablation of face-centered cubic metals under stress confinement condition are described completely using molecular dynamics method. The laser beam absorptio... The dynamical progresses involved in ultra-short laser pulse ablation of face-centered cubic metals under stress confinement condition are described completely using molecular dynamics method. The laser beam absorption and thermal energy turning into kinetics energy of. atoms are taken into account to give a detailed picture of laser metal interaction. Superheating phenomenon is observed, and the phase change from solid to liquid is characterized by a destroyed atom configuration and a decreased number density. The steep velocity gradients are found in the systems of Cu and Ni after pulse in consequence of located heating and exponential decrease of fluences following the Lambert-Beer expression. The shock wave velocities are predicted to be about 5 000 m/s in Cu and 7 200 m/s in Ni. The higher ablation rates are obtained from simulations compared with experimental data as a result of a well-defined crystalline surface irradiated by a single pulse. Simulation results show that the main mechanisms of ablation are evaporation and thermoelastic stress due to located heating. 展开更多
关键词 molecular dynamics simulation ultra-short laser pulse ablation potential function face-centered cubic metal
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Time-Spectral Solution of Initial-Value Problems—Subdomain Approach
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作者 Jan Scheffel Ahmed A. Mirza 《American Journal of Computational Mathematics》 2012年第2期72-81,共10页
Temporal and spatial subdomain techniques are proposed for a time-spectral method for solution of initial-value problems. The spectral method, called the generalised weighted residual method (GWRM), is a generalisatio... Temporal and spatial subdomain techniques are proposed for a time-spectral method for solution of initial-value problems. The spectral method, called the generalised weighted residual method (GWRM), is a generalisation of weighted residual methods to the time and parameter domains [1]. A semi-analytical Chebyshev polynomial ansatz is employed, and the problem reduces to determine the coefficients of the ansatz from linear or nonlinear algebraic systems of equations. In order to avoid large memory storage and computational cost, it is preferable to subdivide the temporal and spatial domains into subdomains. Methods and examples of this article demonstrate how this can be achieved. 展开更多
关键词 Initial-Value Problem Multiple TIME Scales Time-Spectral SPECTRAL METHOD WEIGHTED RESIDUAL METHOD subdomains Domain Decomposition
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Uniform Hölder Bounds for Competition Systems with Strong Interaction on a Subdomain
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作者 Jiahao Ni Shan Zhang 《Journal of Applied Mathematics and Physics》 2023年第6期1525-1540,共16页
We prove the uniform Hölder bounds of solutions to a singularly perturbed elliptic system arising in competing models in population dynamics. In this system, two species compete to some extent throughout the whol... We prove the uniform Hölder bounds of solutions to a singularly perturbed elliptic system arising in competing models in population dynamics. In this system, two species compete to some extent throughout the whole domain but compete strongly on a subdomain. The proof relies upon the blow up technique and the monotonicity formula by Alt, Caffarelli and Friedman. 展开更多
关键词 Singularly Perturbation subdomain Free Boundary Problem Liouville Type Theorem
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The extending length calculation of hydraulic drive non-metallic completion screen pipe running into ultra-short radius horizontal well
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作者 BI Yansen XIAN Baoan +1 位作者 SHI Xiaolei GAO Deli 《Petroleum Exploration and Development》 CSCD 2022年第4期942-954,共13页
Focusing on the extending length restriction of the completion screen pipe resistance running into ultra-short radius horizontal well,this paper proposed technology of hydraulic drive completion tubular string running... Focusing on the extending length restriction of the completion screen pipe resistance running into ultra-short radius horizontal well,this paper proposed technology of hydraulic drive completion tubular string running into ultra-short radius horizontal well.Innovative hydraulic drive tools and string structure are designed,which are composed of guide tubing,hydraulic drive tubing and non-metallic completion screen pipe from inside to outside.A novel mechanical-hydraulic coupling model is established.Based on the wellbore structure of an ultra-short radius horizontal well for deep coalbed methane,the numerical calculations of force and hydraulic load on tubular strings were accomplished by the mechanical-hydraulic coupling model.The results show that the extending length of completion tubular string with the hydraulic drive is 17 times that of conventional completion technology under the same conditions.The multi-factor orthogonal design is adopted to analyze the numerical calculations,and the results show that the extending length of the completion tubular string is mainly affected by the completion tubular string structure and the friction coefficient between the non-metallic composite continuous screen pipe and the wellbore.Two series of hydraulic drive completion tubular string structures suitable for ultra-short radius horizontal wells under different conditions are optimized,with the extending limits of 381 m and 655 m,respectively.These researches will provide theoretical guidance for design and control of hydraulic drive non-metallic composite continuous completion screen pipe running into ultra-short radius horizontal wells. 展开更多
关键词 ultra-short radius horizontal well screen pipe completion hydraulic drive technology non-metallic composite continuous screen pipe screen pipe extending length
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ON ALGEBROID FUNCTIONS IN A SUBDOMAIN OF THE COMPLEX PLANE 被引量:1
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作者 余军扬 《Acta Mathematica Scientia》 SCIE CSCD 1998年第4期394-398,共5页
This paper discusses some basic properties of algebroid functions in a subdomain of the complex plane and some similar results (to those in the whole complex plane) and a new situation are showed.
关键词 algebroid function subdomain function element analytic continuation
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Cooling rate calibration and mapping of ultra-short pulsed laser modifications in fused silica by Raman and Brillouin spectroscopy
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作者 Michael Bergler Kristian Cvecek +3 位作者 Ferdinand Werr Martin Brehl Dominique De Ligny Michael Schmidt 《International Journal of Extreme Manufacturing》 2020年第3期161-172,共12页
This paper focuses on the preparation of a new extended set of calibrations of cooling rate(fictive temperature)in fused silica determined by inelastic light scattering and its subsequent use to characterize the local... This paper focuses on the preparation of a new extended set of calibrations of cooling rate(fictive temperature)in fused silica determined by inelastic light scattering and its subsequent use to characterize the local cooling rate distribution in ultra-short pulsed(USP)laser modification.In order to determine the thermal history(e.g.cooling rate and fictive temperature)of fused silica,high-resolution inelastic light-scattering experiments(Raman and Brillouin spectroscopy)were investigated.Calibrations were performed and compared to the existing literature to quantify structural changes due to a change of fictive temperature.Compared to existing calibrations,this paper provides an extension to lower and higher cooling rates.Using this new set of calibrations,we characterized a USP laser modification in fused silica and calculated the local fictive temperature distribution.An equation relating the fictive temperature(Tf)to cooling rates is given.A maximum cooling rate of 3000 K min-1 in the glass transition region around 1200℃ was deduced from the Raman analysis.The Brillouin observations are sensitive to both the thermal history and the residual stress.By comparing the Raman and Brillouin observations,we extracted the local residual stress distribution with high spatial resolution.For the first time,combined Raman and Brillouin inelastic light scattering experiments show the local distribution of cooling rates and residual stresses(detailed behavior of the glass structure)in the interior and the surrounding of an USP laser modified zone. 展开更多
关键词 glass structure ultra-short pulsed laser fused silica cooling rate fictive temperature Raman spectroscopy Brillouin spectroscopy
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双层复合护套高速永磁电机转子涡流损耗解析模型 被引量:1
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作者 佟文明 田野 +2 位作者 李晓健 贾建国 李文东 《电工技术学报》 EI CSCD 北大核心 2024年第14期4328-4340,共13页
在表贴式高速永磁电机中,双层复合护套可以有效抑制转子涡流损耗。目前,针对双层复合护套转子涡流损耗的研究主要采用有限元法,但该方法存在耗时、对薄护套网格剖分较困难等问题,因此该文基于精确子域法提出了一种考虑定子开槽、涡流反... 在表贴式高速永磁电机中,双层复合护套可以有效抑制转子涡流损耗。目前,针对双层复合护套转子涡流损耗的研究主要采用有限元法,但该方法存在耗时、对薄护套网格剖分较困难等问题,因此该文基于精确子域法提出了一种考虑定子开槽、涡流反作用的双层复合护套高速永磁电机转子涡流损耗通用解析模型。该模型同时考虑了永磁磁场励磁和电枢磁场励磁,可以计算负载磁场作用下的双层复合护套转子涡流损耗。此外,该模型还可进一步拓展至多层复合护套转子涡流损耗计算。通过该解析模型研究了双层复合护套不同护套厚度配比、不同护套材料对转子涡流损耗的影响。最后,将解析计算结果与有限元及C型铁心实验结果进行对比,验证了该解析模型的有效性。 展开更多
关键词 高速永磁电机 精确子域法 双层复合护套 涡流反作用 C型铁心实验
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双层永磁体结构高速永磁电机转子涡流损耗解析模型
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作者 佟文明 杨先凯 +2 位作者 鹿吉文 贾建国 李文东 《电工技术学报》 EI CSCD 北大核心 2024年第20期6293-6304,共12页
对于采用低电导率护套高电导率永磁体的表贴式高速永磁电机,在永磁体和保护套之间增加一层低电导率的永磁体,可有效降低永磁体上的涡流损耗。目前,对于双层永磁体转子结构的电机在使用有限元软件进行转子涡流损耗计算时,因为需要寻求两... 对于采用低电导率护套高电导率永磁体的表贴式高速永磁电机,在永磁体和保护套之间增加一层低电导率的永磁体,可有效降低永磁体上的涡流损耗。目前,对于双层永磁体转子结构的电机在使用有限元软件进行转子涡流损耗计算时,因为需要寻求两种永磁体不同厚度配比下的最优方案,所以要进行大量参数化,导致计算时间长、效率低。针对这一问题,该文基于精确子域法,建立了一个考虑定子开槽以及涡流反作用影响的双层永磁体结构转子涡流损耗解析模型,可同时对电枢磁场和负载磁场下双层永磁体结构转子涡流损耗进行求解,并且该模型可扩展至多层永磁体复合结构的转子涡流损耗计算。在此基础上分析了双层永磁体结构下外层永磁体不同厚度和不同材料对转子涡流损耗和内层永磁体消耗量的影响。最后通过有限元仿真和C型铁心实验验证了该解析模型的有效性。 展开更多
关键词 双层永磁体 高速永磁电机 精确子域模型 C型铁心实验
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深度子领域自适应网络电机滚动轴承跨工况故障诊断 被引量:4
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作者 宋向金 孙文举 +2 位作者 刘国海 赵文祥 王照伟 《电工技术学报》 EI CSCD 北大核心 2024年第1期182-193,共12页
针对实际生产中旋转机械工况变化引起状态监测数据分布差异及获取待诊断样本标签困难问题,提出多尺度子领域自适应模型(MSDAM)的跨工况下滚动轴承故障诊断方法。首先,以原始振动信号作为输入,无需信号预处理及人工特征参数提取;其次,搭... 针对实际生产中旋转机械工况变化引起状态监测数据分布差异及获取待诊断样本标签困难问题,提出多尺度子领域自适应模型(MSDAM)的跨工况下滚动轴承故障诊断方法。首先,以原始振动信号作为输入,无需信号预处理及人工特征参数提取;其次,搭建多尺度卷积神经网络将已知标签样本和待诊断样本特征迁移到同一子空间,捕获具有细粒度信息的多尺度公共特征;然后,以不同的故障类型来划分相关子域,并通过局部最大均值距离(LMMD)来完成子域的适配,有效削弱不同工况同类故障特征的分布差异;最后,在三个数据集的多个迁移任务上进行试验验证。结果证明,所提MSDAM的跨工况故障诊断性能优于关注全局领域适配的迁移学习方法。 展开更多
关键词 轴承故障诊断 子领域自适应 迁移学习 软标签学习
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基于深度条件子域自适应网络的轴承跨域故障诊断研究 被引量:1
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作者 范永胜 丁雪 邓艾东 《动力工程学报》 CAS CSCD 北大核心 2024年第1期62-67,83,共7页
针对无监督跨域故障诊断领域存在标注数据不足、模型诊断精度低等问题,提出了一种新型深度条件子域自适应网络(DCSAN)。该网络将分类器预测的置信度映射到共享特征提取器所提取的特征中,以获得多模态映射特征,之后利用多核局部最大平均... 针对无监督跨域故障诊断领域存在标注数据不足、模型诊断精度低等问题,提出了一种新型深度条件子域自适应网络(DCSAN)。该网络将分类器预测的置信度映射到共享特征提取器所提取的特征中,以获得多模态映射特征,之后利用多核局部最大平均差异(MK-LMMD)度量不同域间多模态映射特征之间的距离。然后,通过最小化MK-LMMD和分类器损失函数,实现了源域和目标域相应子域分布的对齐。最后,在江南大学轴承数据集上对所提方法的可行性进行了验证。结果表明:在6个变工况迁移任务中,DCSAN模型的平均诊断准确率分别比深度适配网络(DAN)、域相关性对齐方法(D-CORAL)和基于对抗学习域适应方法(DANN)模型高出9.5百分点、8.0百分点和13.6百分点;所提DCSAN模型在子域对齐和跨域自适应故障诊断方面具有一定的有效性和优越性。 展开更多
关键词 无监督 条件子域自适应 变工况 故障诊断
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