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Heterogeneous information phase space reconstruction and stability prediction of filling body–surrounding rock combination
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作者 Dapeng Chen Shenghua Yin +5 位作者 Weiguo Long Rongfu Yan Yufei Zhang Zepeng Yan Leiming Wang Wei Chen 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2024年第7期1500-1511,共12页
Traditional research believes that the filling body can effectively control stress concentration while ignoring the problems of unknown stability and the complex and changeable stress distribution of the filling body... Traditional research believes that the filling body can effectively control stress concentration while ignoring the problems of unknown stability and the complex and changeable stress distribution of the filling body–surrounding rock combination under high-stress conditions.Current monitoring data processing methods cannot fully consider the complexity of monitoring objects,the diversity of monitoring methods,and the dynamics of monitoring data.To solve this problem,this paper proposes a phase space reconstruction and stability prediction method to process heterogeneous information of backfill–surrounding rock combinations.The three-dimensional monitoring system of a large-area filling body–surrounding rock combination in Longshou Mine was constructed by using drilling stress,multipoint displacement meter,and inclinometer.Varied information,such as the stress and displacement of the filling body–surrounding rock combination,was continuously obtained.Combined with the average mutual information method and the false nearest neighbor point method,the phase space of the heterogeneous information of the filling body–surrounding rock combination was then constructed.In this paper,the distance between the phase point and its nearest point was used as the index evaluation distance to evaluate the stability of the filling body–surrounding rock combination.The evaluated distances(ED)revealed a high sensitivity to the stability of the filling body–surrounding rock combination.The new method was then applied to calculate the time series of historically ED for 12 measuring points located at Longshou Mine.The moments of mutation in these time series were at least 3 months ahead of the roadway return dates.In the ED prediction experiments,the autoregressive integrated moving average model showed a higher prediction accuracy than the deep learning models(long short-term memory and Transformer).Furthermore,the root-mean-square error distribution of the prediction results peaked at 0.26,thus outperforming the no-prediction method in 70%of the cases. 展开更多
关键词 deep mining filling body–surrounding rock combination phase space reconstruction multiple time series stability prediction
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Preparation of single-phase ammonium dimolybdate by combination process 被引量:3
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作者 ZHANG Bao XIA Xiaomei LI Qian 《Rare Metals》 SCIE EI CAS CSCD 2012年第5期517-522,共6页
A novel method for the preparation of single-phase ammonium dimolybdate with industrial ammonium molybdate was studied. Various in- fluential factors were evaluated in the paper, including reaction temperature, reacti... A novel method for the preparation of single-phase ammonium dimolybdate with industrial ammonium molybdate was studied. Various in- fluential factors were evaluated in the paper, including reaction temperature, reaction time, initial molybdenum concentration, initial NH_3 /Mo molar ratio, and stirring speed. Under the optimum experimental conditions, the crystallization rate of product is 85.23%. The X-ray diffraction (XRD) analysis and chemical analysis show that the product is single-phase ammonium dimolybdate, and no impurity phases exist. The scanning electronic microscope (SEM) image reveals uniform particle size, good particle dispersion, and no agglomeration between particles. Meanwhile, the final pH value of acidification was investigated. The total molybdenum recovery can reach up to 99.40%, and the main phases of acidification product are the same as those of raw material with the final pH value of 1.5. This determines that the acidification product can be used as a raw material to produce single-phase ammonium dimolybdate. 展开更多
关键词 single-phase ammonium dimolybdate combination process crystallization rate phase composition total molybdenum recovery
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Internal phase control of fiber laser array based on photodetector array
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作者 靳凯凯 龙金虎 +5 位作者 常洪祥 粟荣涛 张嘉怡 陈思雨 马阎星 周朴 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第7期320-326,共7页
Coherent beam combining(CBC) of fiber laser array is a promising technique to realize high output power while maintaining near diffraction-limited beam quality. To implement CBC, an appropriate phase control feedback ... Coherent beam combining(CBC) of fiber laser array is a promising technique to realize high output power while maintaining near diffraction-limited beam quality. To implement CBC, an appropriate phase control feedback structure should be established to realize phase-locking. In this paper, an innovative internal active phase control CBC fiber laser array based on photodetector array is proposed. The dynamic phase noises of the laser amplifiers are compensated before being emitted into free space. And the static phase difference compensation of emitting laser array is realized by interference measurement based on photodetector array. The principle of the technique is illustrated and corresponding simulations are carried out, and a CBC system with four laser channels is built to verify the technique. When the phase controllers are turned on, the phase deviation of the laser array is less than λ/20, and ~ 95% fringe contrast of the irradiation distribution is obtained. The technique proposed in this paper could provide a reference for the system design of a massive high-power CBC system. 展开更多
关键词 fiber laser laser array coherent beam combining internal phase control
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PHASE II CLINICAL TRIAL OF LASTET CAPSULE IN COMBINATION CHEMOTHERAPY OF MALIGNANT TUMORSIN CHINA
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作者 张天泽 印季良 +2 位作者 何友兼 王德元 王怡 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 1995年第3期181-186,共6页
This study reports the efficacy of prolonged administration of oral etoposide in the treatment of 86 cases with solid tumor,malignant lymphoma and other cancer.The oral etoposide used was the Lastet capsule (Las-c).An... This study reports the efficacy of prolonged administration of oral etoposide in the treatment of 86 cases with solid tumor,malignant lymphoma and other cancer.The oral etoposide used was the Lastet capsule (Las-c).An overall response rate(RR)of 62.8% was achieved with CR rate being 23.3% and PR rate 39.5%. Different combination chemotherapy regimens led to different response rates but no significant difference was found. The Las-C containing regimens used in this study have not caused any serious side effects. 展开更多
关键词 phase II clinical trial Las-C combination chemotherapy.
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Coherent beam combination of adaptive fiber laser array with tilt-tip and phase-locking control 被引量:2
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作者 王雄 王小林 +5 位作者 周朴 粟荣涛 耿超 李新阳 许晓军 舒柏宏 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第2期265-270,共6页
We present an experimental study on tilt-tip(TT) and phase-locking(PL) control in a coherent beam combination(CBC) system of adaptive fiber laser array.The TT control is performed using the adaptive fiber-optics... We present an experimental study on tilt-tip(TT) and phase-locking(PL) control in a coherent beam combination(CBC) system of adaptive fiber laser array.The TT control is performed using the adaptive fiber-optics collimator(AFOC),and the PL control is realized by the phase modulator(PM).Cascaded and simultaneous controls of TT and PL using stochastic parallel gradient descent(SPGD) algorithm are investigated in this paper.Two-fiber-laser-,four-fiber-laser-,and six-fiber-laser-arrays are employed to study the TT and PL control.In the cascaded control system,only one high-speed CMOS camera is used to collect beam data and a computer is used as the controller.In a simultaneous control system one high-speed CMOS camera and one photonic detector(PD) are employed,and a computer and a control circuit based on field programmable gate array(FPGA) are used as the controllers.Experimental results reveal that both cascaded and simultaneous controls of TT using AFOC and PL using PM in fiber laser array are feasible and effective.Cascaded control is more effective in static control situation and simultaneous control can be applied to the dynamic control system directly.The control signals of simultaneous PL and TT disturb each other obviously and TT and PL control may compete with each other,so the control effect is limited. 展开更多
关键词 coherent beam combining tilt-tip control phase-locking control adaptive fiber-optics collimator
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Research on Data Combination for Phased-Array Ground Penetrating Radar 被引量:1
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作者 ZouLian ChenShu-zhen +1 位作者 ShiJing XiaoBo-xun 《Wuhan University Journal of Natural Sciences》 CAS 2003年第04A期1111-1115,共5页
To resolve the data combination of Phased-array Ground Penetrating Radar (PAGPR), we first build a model of PAGPR and a layered model, and then a new data combination algorithm is presented based on it. This method ca... To resolve the data combination of Phased-array Ground Penetrating Radar (PAGPR), we first build a model of PAGPR and a layered model, and then a new data combination algorithm is presented based on it. This method calculates time delay of multi-receivers, basing on the signal of the nearest receiver, then shifts other signals and adds them up, and gets one signal at last. It has been proved that this method can restrain noise, multiple waves, clutter waves and improve the precision of time location. In the end, an example is given to prove the method's efficiency. 展开更多
关键词 data combination phased-array radar ground penetrating radar signal processing
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Numerical simulation for solid- liquid phase change of metal sodium in combined wick
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作者 于萍 张红 +1 位作者 许辉 沈妍 《Journal of Southeast University(English Edition)》 EI CAS 2014年第4期456-461,共6页
Based on the finite volume method and the enthalpy-porous model the solid-liquid phase change of sodium in the combined wick is numerically studied.The one-temperature model is used since the thermal conductivity of s... Based on the finite volume method and the enthalpy-porous model the solid-liquid phase change of sodium in the combined wick is numerically studied.The one-temperature model is used since the thermal conductivity of sodium is close to that of the combined wick materials.The non-Darcy law and natural convection in the melting process are taken into account.The results show that a thin metal fiber felt in the combined wick can result in a faster melting rate of the sodium and a shorter time for the molten sodium to reach the maximum velocity which can shorten the time for the high-temperature heat pipe startup.A thick metal fiber felt in the combined wick can result in a uniform temperature distribution in the vertical heating wall and a small wall temperature difference which can reduce the possibility of an overheat spot. 展开更多
关键词 solid-liquid phase change combined wick SODIUM porous media
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Combined stress waves with phase transition in thin-walled tubes 被引量:5
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作者 宋卿争 唐志平 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2014年第3期285-296,共12页
The incremental constitutive relation and governing equations with combined stresses for phase transition wave propagation in a thin-walled tube are established based on the phase transition criterion considering both... The incremental constitutive relation and governing equations with combined stresses for phase transition wave propagation in a thin-walled tube are established based on the phase transition criterion considering both the hydrostatic pressure and the deviatoric stress. It is found that the centers of the initial and subsequent phase transition ellipses are shifted along the sigma-axis in the sigma tau-plane due to the tension-compression asymmetry induced by the hydrostatic pressure. The wave solution offers the 'fast' and 'slow' phase transition waves under combined longitudinal and torsional stresses in the phase transition region. The results show some new stress paths and wave structures in a thin-walled tube with phase transition, differing from those of conventional elastic-plastic materials. 展开更多
关键词 combined stress phase transition wave thin-walled tube shape memory alloy(SMA)
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Classification of power quality combined disturbances based on phase space reconstruction and support vector machines 被引量:3
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作者 Zhi-yong LI Wei-lin WU 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2008年第2期173-181,共9页
Power Quality (PQ) combined disturbances become common along with ubiquity of voltage flickers and harmonics. This paper presents a novel approach to classify the different patterns of PQ combined disturbances. The cl... Power Quality (PQ) combined disturbances become common along with ubiquity of voltage flickers and harmonics. This paper presents a novel approach to classify the different patterns of PQ combined disturbances. The classification system consists of two parts, namely the feature extraction and the automatic recognition. In the feature extraction stage, Phase Space Reconstruction (PSR), a time series analysis tool, is utilized to construct disturbance signal trajectories. For these trajectories, several indices are proposed to form the feature vectors. Support Vector Machines (SVMs) are then implemented to recognize the different patterns and to evaluate the efficiencies. The types of disturbances discussed include a combination of short-term dis-turbances (voltage sags, swells) and long-term disturbances (flickers, harmonics), as well as their homologous single ones. The feasibilities of the proposed approach are verified by simulation with thousands of PQ events. Comparison studies based on Wavelet Transform (WT) and Artificial Neural Network (ANN) are also reported to show its advantages. 展开更多
关键词 Power Quality (PQ) combined disturbance CLASSIFICATION phase Space Reconstruction (PSR) Support Vector Machines (SVMs)
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PHASE AND FREQUENCY LOCKING OF MICROWAVE AND MILLIMETER WAVE POWER COMBINING
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作者 谢文楷 刘盛纲 《Journal of Electronics(China)》 1994年第4期361-368,共8页
The phase and frequency locking of microwave, millimeter wave power combining were analysed and summarized in an all-round way. The master/slave phase locking of cavity oscillators, the peer phase locking of mutually ... The phase and frequency locking of microwave, millimeter wave power combining were analysed and summarized in an all-round way. The master/slave phase locking of cavity oscillators, the peer phase locking of mutually coupled oscillators, and the peer phase locking of ring-connected multiple oscillators were investigated. The results of numerical calculations, and the relations of phase to phase locking model and oscillator parameters were given. And the cavity and space power combining aspects for microwave and millimeter wave were presented. 展开更多
关键词 Power combining phase LOCKING Frequency LOCKING Master/slave phase LOCKING PEER COUPLE phase LOCKING SOLID-STATE source RELATIVISTIC microwave device
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OPTIMAL MODEL OF COMBINED PHASE CENTER FOR HORN FEEDS AND ITS COMPUTATIONAL METHOD
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作者 焦永昌 漆一宏 王五兔 《Journal of Electronics(China)》 1991年第3期231-238,共8页
A definition of combined phase center for horn feeds is given.Formulas of E-planeand H-plane combined phase center for conical horns and the corresponding Optimal model arepresented,and a fast optimization method for ... A definition of combined phase center for horn feeds is given.Formulas of E-planeand H-plane combined phase center for conical horns and the corresponding Optimal model arepresented,and a fast optimization method for solving this model is described.By using thismethod,the phase center of corrugated horn is discussed and calculated,and the variation of thephase center with distance and operating frequency is given. 展开更多
关键词 HORN feeds combinED phase CENTER OPTIMAL model Optimization method
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Coherent beam combining of hybrid phase control in master oscillator-power amplifier configuration
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作者 王小林 周朴 +4 位作者 马阎星 马浩统 许晓军 刘泽金 赵伊君 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第9期374-378,共5页
A novel scalable architecture for coherent beam combining with hybrid phase control involving passive phasing and active phasing in master oscillator-power amplifier configuration is presented. Wide-linewidth mutually... A novel scalable architecture for coherent beam combining with hybrid phase control involving passive phasing and active phasing in master oscillator-power amplifier configuration is presented. Wide-linewidth mutually injected passive phasing fibre laser arrays serve as master oscillators for the power amplifiers, and the active phasing using stochastic parallel gradient descent algorithm is induced. Wide-linewidth seed laser can suppress the stimulated Brillouin scattering effectively and improve the output power of the fibre laser amplifier, while hybrid phase control provides a robust way for in-phase mode coherent beam combining simultaneously. Experiment is performed by active phasing fibre laser amplifiers with passive phasing fibre ring laser array seed lasers. Power encircled in the main-lobe increases1.57 times and long-exposure fringe contrast is obtained to be 78% when the system evolves from passive phasing to hybrid phasing. 展开更多
关键词 fibre laser coherent beam combining hybrid phase control stochastic parallel gradient descent algorithm
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Growth of a-Plane GaN Films on r-Plane Sapphire by Combining Metal Organic Vapor Phase Epitaxy with the Hydride Vapor Phase Epitaxy
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作者 姜腾 许晟瑞 +3 位作者 张进成 林志宇 蒋仁渊 郝跃 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第8期173-176,共4页
Hydride vapor phase epitaxy (HVPE) is utilized to grow nonpolar a-plane GaN layers on r-plane sapphire templates prepared by metal organic vapor phase epitaxy (MOVPE). The surface morphology and microstructures of... Hydride vapor phase epitaxy (HVPE) is utilized to grow nonpolar a-plane GaN layers on r-plane sapphire templates prepared by metal organic vapor phase epitaxy (MOVPE). The surface morphology and microstructures of the samples are characterized by atomic force microscopy. The full width at half maximum (FWHM) of the HVPE sample shows a W-shape and that of the MOVPE sample shows an M-shape plane with the degree of 0 in the high-resolution x-ray diffraction (HRXRD) results. The surface morphology attributes to this significant anisotropic. HRXRD reveals that there is a significant reduction in the FWHM, both on-axis and off-axis for HVPE GaN are compared with the MOVPE template. The decrease of the FWHM of E2 (high) Raman scat tering spectra further indicates the improvement of crystal quality after HVPE. By comparing the results of secondary- ion-mass spectroscope and photoluminescence spectrum of the samples grown by HVPE and MOVPE, we propose that C-involved defects are originally responsible for the yellow luminescence. 展开更多
关键词 MOVPE GAN Growth of a-Plane GaN Films on r-Plane Sapphire by combining Metal Organic Vapor phase Epitaxy with the Hydride Vapor phase Epitaxy
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一种组合电极电容层析成像重建图像融合方法 被引量:1
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作者 张立峰 赵建海 华回春 《计量学报》 CSCD 北大核心 2024年第1期38-43,共6页
提出一种基于电容层析成像(ECT)组合电极重建图像及层次聚类的ECT图像融合方法。首先,构建组合8电极及12电极ECT阵列传感器,研究2种组合传感器激励测量方案;其次,采用层次聚类法对两种组合电极ECT重建图像进行聚类,从而消除重建过程中... 提出一种基于电容层析成像(ECT)组合电极重建图像及层次聚类的ECT图像融合方法。首先,构建组合8电极及12电极ECT阵列传感器,研究2种组合传感器激励测量方案;其次,采用层次聚类法对两种组合电极ECT重建图像进行聚类,从而消除重建过程中产生的伪影;最后,将聚类后的2种图像再进行小波融合重建。实验结果表明,相较于原始重建图像,所提方法重建图像平均相对误差最小,最大降幅达到23.4%,平均相关系数最大,最大增幅达到10.56%。 展开更多
关键词 计量学 电容层析成像 组合电极 图像重建 图像融合 油-气两相流
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一种基于嵌套结构的锁频锁相高功率微波振荡器仿真研究
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作者 李家文 葛行军 +4 位作者 党方超 张鹏 邓如金 胡晓冬 李志敏 《强激光与粒子束》 CAS CSCD 北大核心 2024年第3期24-30,共7页
高功率微波(HPM)产生器件通过增加慢波结构的过模比使得功率容量显著提高。嵌套型结构让过模器件的空心结构或内导体结构得到使用,同时嵌套型器件的低阻抗使得其与低阻脉冲功率源能良好匹配。基于内外嵌套结构提出了一种锁频锁相高功率... 高功率微波(HPM)产生器件通过增加慢波结构的过模比使得功率容量显著提高。嵌套型结构让过模器件的空心结构或内导体结构得到使用,同时嵌套型器件的低阻抗使得其与低阻脉冲功率源能良好匹配。基于内外嵌套结构提出了一种锁频锁相高功率微波振荡器。相对于传统的锁频锁相方法,提出了基于耦合波导实现锁频锁相的新方法。内外相对论速调管振荡器(RKO)产生的微波信号通过耦合波导泄漏到高频结构中,对电子束进行预调制,从而实现锁频锁相。另外,为实现内外高功率微波通道合成,设计了双通道功率合成器。在振荡器的工作频点,功率合成器能弥补振荡器两输出通道相位差,使得功率合成效率提高,合成效率为98.3%。在二极管电压575 kV,磁场强度0.6 T条件下,内外RKO的微波输出功率分别为2.2 GW和3.2 GW,频率差波动小于20 MHz,相位差稳定在10°附近;加载双通道功率合成器,仿真结果表明,微波输出功率为5.31 GW,功率效率32.2%。结果表明,嵌套器件在互锁状态时,振荡器饱和时间缩短,输出功率增大。 展开更多
关键词 高功率微波 锁频锁相 嵌套结构 相对论速调管振荡器 功率合成
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不同油炸工艺对牦牛肉品质及风味物质的影响
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作者 李翔 郭宁静 +5 位作者 吴治材 刘达玉 郑自立 谭兴怡 戴雅 张文韬 《食品研究与开发》 CAS 2024年第15期65-72,195,共9页
为探究油炸对牦牛肉风味物质及品质的影响,对不同油炸温度和时间下的牦牛肉进行感官评分、水分含量、色差值、质构指标的测定;采用顶空固相微萃取-气相色谱-质谱联用技术(headspace solid phase microextraction combined with gas chro... 为探究油炸对牦牛肉风味物质及品质的影响,对不同油炸温度和时间下的牦牛肉进行感官评分、水分含量、色差值、质构指标的测定;采用顶空固相微萃取-气相色谱-质谱联用技术(headspace solid phase microextraction combined with gas chromatography-mass spectrometry,HS-SPME-GC-MS)分析油炸前后牦牛肉风味物质的种类和含量变化。结果表明:E_2组(160℃、80 s)牦牛肉感官评分、色差值、质构品质指标均最优。HS-SPME-GC-MS共鉴定出41种挥发性风味物质,包括醛类20种、醇类5种、酯类2种、酮类1种、呋喃类1种、烃类7种、有机酸类1种、其它类4种化合物;A组(参照组)检测出27种化合物,E_2组检测出38种化合物,两组牦牛肉中挥发性成分种类及相对含量有较大差异。根据香气特征雷达图得出,E_2组的香气种类更丰富。利用相对气味活度值对牦牛肉关键风味成分分析得出,A组关键挥发性风味物质有10种,E_2组关键挥发性风味物质有17种,其中反式-2-癸烯醛、壬醛、1-辛烯-3-醇相对气味活度值最大,分别为47.35、35.14、17.63,赋予油炸牦牛肉烤肉味、果香味、蘑菇香味。通过韦恩图得出,A组特有的挥发性风味物质有3种,E_2组特有的挥发性风味物质有14种,A组特有关键香气成分2种,E_2组特有关键香气成分9种。综合风味指标、质构指标和感官评价指标得出,油炸工艺对牦牛肉的风味及品质有明显提升。 展开更多
关键词 牦牛肉 油炸 顶空固相微萃取-气相色谱-质谱联用 风味物质 品质
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三气合采井下分层调控工具高速流体冲蚀研究
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作者 唐洋 向上 +2 位作者 赵鹏 王杰 王国荣 《表面技术》 EI CAS CSCD 北大核心 2024年第19期93-106,共14页
目的针对三气合采复杂工况导致井下分层调控工具易冲蚀失效的问题,开展高速气固混合流体对该工具冲蚀规律研究,以获得其最优结构设计参数。方法通过计算流体力学的方法建立了井下分层调控工具的三维冲蚀模型,并采用离散相模型描述了固... 目的针对三气合采复杂工况导致井下分层调控工具易冲蚀失效的问题,开展高速气固混合流体对该工具冲蚀规律研究,以获得其最优结构设计参数。方法通过计算流体力学的方法建立了井下分层调控工具的三维冲蚀模型,并采用离散相模型描述了固相颗粒的运动轨迹。通过数值模拟分析,得到了井下分层调控工具的易冲蚀区域,并通过实验验证了不同结构参数和产量下的冲蚀破坏机理。结果冲蚀磨损区域主要分布在笼套段底部、节流孔及其内壁面、笼套段与固定油嘴的过渡段、固定油嘴入口端、固定油嘴内壁面。随着固定油嘴入口角度增大,固定油嘴内壁面最大冲蚀率变化不大,过渡段和固定油嘴入口端最大冲蚀率先增大后减小再增大。随着笼套底部半径增大,笼套段底部最大冲蚀率处于较低水平且无明显变化,但节流孔及其内壁面最大冲蚀率逐渐增大。随着笼套式阀芯开度增大,节流孔及内壁面最大冲蚀率处于较低水平且无明显变化,过渡段及油嘴入口端最大冲蚀率在阀芯开度为60%时取得最大值。随着固相颗粒粒径以及质量流量的增大,节流孔及内壁面、过渡段和固定油嘴入口端最大冲蚀率呈增大趋势,笼套段底部和固定油嘴内壁面最大冲蚀率较低且无明显变化。结论本研究结果揭示了高速高压气固两相流对两级节流结构的冲蚀破坏机理,在设计同类井下工具时,可选择固定油嘴进口角为25°~30°,笼套底部半径为25~30 mm,阀芯开度小于50%或大于70%。 展开更多
关键词 三气合采 井下分层调控工具 冲蚀失效机理 数值分析 计算流体力学 天然气水合物
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大规模激光相干合成主动相位控制技术研究进展
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作者 周宏冰 张昊宇 +10 位作者 李敏 冯曦 谢亮华 刘玙 楚秋慧 闫玥芳 陶汝茂 林宏奂 王建军 颜立新 景峰 《强激光与粒子束》 CAS CSCD 北大核心 2024年第6期1-23,共23页
大规模激光相干合成是突破单口径激光特性极限、获得超高峰值/平均功率、超大脉冲能量、超高空/谱亮度等极端特性激光的有效技术路径之一,而大规模激光相干合成的关键是主动相位控制。主动相位控制技术可以对各路光束相位进行主动控制,... 大规模激光相干合成是突破单口径激光特性极限、获得超高峰值/平均功率、超大脉冲能量、超高空/谱亮度等极端特性激光的有效技术路径之一,而大规模激光相干合成的关键是主动相位控制。主动相位控制技术可以对各路光束相位进行主动控制,补偿相位噪声引起的相干特性退化、合成效率下降,获得高品质的合成激光。自相干合成技术提出以来,研究人员开发了多种主动相位控制方法用于相干合成相位校正,其中适用于大规模激光相干合成的主动相位控制方法也得到了飞速发展。系统梳理了大规模激光相干合成的主动相位控制方法,深入分析了不同方法的原理、特点、适用场景和扩展能力,介绍了不同方法取得的相干合成研究最新进展及标志性成果,报道了19通道闭环上升时间仅6μs的相干合成锁相控制突破性结果,最后总结和展望了主动相位控制方法的发展趋势。 展开更多
关键词 相干合成 主动相位控制 多抖动 随机并行梯度下降 机器学习
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激光相干合成系统中SPGD算法的分阶段自适应优化
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作者 郑文慧 祁家琴 +6 位作者 江文隽 谭贵元 胡奇琪 高怀恩 豆嘉真 邸江磊 秦玉文 《红外与激光工程》 EI CSCD 北大核心 2024年第9期303-315,共13页
为改善传统随机并行梯度下降(Stochastic Parallel Gradient Descent,SPGD)算法应用于大规模激光相干合成系统时收敛速度慢且易陷入局部最优解的情况,提出了一种分阶段自适应增益SPGD算法-Staged SPGD算法。该算法根据性能评价函数值,... 为改善传统随机并行梯度下降(Stochastic Parallel Gradient Descent,SPGD)算法应用于大规模激光相干合成系统时收敛速度慢且易陷入局部最优解的情况,提出了一种分阶段自适应增益SPGD算法-Staged SPGD算法。该算法根据性能评价函数值,在不同收敛时期采用不同策略对增益系数进行自适应调整,同时引入含梯度更新因子的控制电压更新策略,在加快收敛速度的同时减少算法陷入局部极值的概率。实验结果表明:在19路激光相干合成系统中,与传统SPGD算法相比,Staged SPGD算法的收敛速度提升了36.84%,针对不同频率和幅度的相位噪声,算法也具有较优的收敛效果,且稳定性得到显著提升。此外,将Staged SPGD算法直接应用于37、61、91路相干合成系统时,Staged SPGD算法相比传统SPGD算法收敛速度分别提升了37.88%、40.85%和41.10%,提升效果随相干合成单元数增加而更加显著,表明该算法在收敛速度、稳定性和扩展性方面均具有一定优势,具备扩展到大规模相干合成系统的潜力。 展开更多
关键词 激光相干合成 相位控制 随机并行梯度下降算法 SPGD算法
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正向泵站前池水沙两相流流态及其对开机组合的响应机制
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作者 王海东 许栋 +2 位作者 冉启华 袁赛瑜 唐洪武 《农业工程学报》 EI CAS CSCD 北大核心 2024年第19期52-61,共10页
泵站前池中存在复杂的水沙两相流结构,开机组合方式对水流流态与悬移质泥沙运动规律的影响尚不明确。针对该问题,该研究采用Mixture多相流理论和Realizable k-ε紊流模型,模拟不同开机组合条件下的泵站前池水沙运动,分析前池内各个漩涡... 泵站前池中存在复杂的水沙两相流结构,开机组合方式对水流流态与悬移质泥沙运动规律的影响尚不明确。针对该问题,该研究采用Mixture多相流理论和Realizable k-ε紊流模型,模拟不同开机组合条件下的泵站前池水沙运动,分析前池内各个漩涡流区域特征及其形成机理,预测泥沙淤积范围,同时利用多普勒流速剖面仪(acoustic doppler current profilers)等仪器对前池内流速与泥沙淤积进行测量,验证数值模拟结果。在此基础上,分析了典型正向前池泵站5组不同开机组合下的两相流流态,结果表明:前池内漩涡区域致使悬移质泥沙向正向前池边壁区域运移,漩涡流速下沉加速悬移质泥沙沉降;已经形成的泥沙淤积体对泵口流态影响存在明显空间异质性,中间区域水泵受影响程度低于两侧水泵,开机组合工况优化大幅减小了水流偏流角度(比原工况减少了3.35°),提高了前池流速均匀度(提高了了5.84个百分点),降低了前池内泥沙含量(减少了58.60%)。研究成果可为抑制漩涡区域与泥沙淤积对正向泵站前池的危害和泵站优化运行提供理论支撑。 展开更多
关键词 泵站 两相流 正向前池 开机组合 流速均匀度 偏流角
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