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In_xGa_(1-x)N能带结构和Bowing参数的研究 被引量:1
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作者 陈达峰 任晓敏 +3 位作者 任爱光 王琦 黄辉 黄永清 《光学与光电技术》 2006年第4期16-18,共3页
应用总能赝势方法和CASTEP程序对InxGa1-xN进行了模拟计算。利用第一原理密度泛函理论来探讨不含应力的闪锌矿化合物半导体InxGa1-xN在In的不同组分下的带隙值,并利用Veg- ard定理拟合出Bowing参数值为1.5728±0.14783 eV,认为其B... 应用总能赝势方法和CASTEP程序对InxGa1-xN进行了模拟计算。利用第一原理密度泛函理论来探讨不含应力的闪锌矿化合物半导体InxGa1-xN在In的不同组分下的带隙值,并利用Veg- ard定理拟合出Bowing参数值为1.5728±0.14783 eV,认为其Bowing值应该在1.5 eV附近。可见InxGa1-xN材料有明显的Bowing现象,这一结果对于InxGa1-xN的异质外延有一定的理论指导作用。 展开更多
关键词 光学材料 bowing参数 Vegard定理 第一原理
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Blade bowing effects on radial equilibrium of inlet flow in axial compressor cascades 被引量:5
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作者 Han XU Hao CHANG +1 位作者 Donghai JIN Xingmin GUI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2017年第5期1651-1659,共9页
The circumferentially averaged equation of the inlet flow radial equilibrium in axial compressor was deduced. It indicates that the blade inlet radial pressure gradient is closely related to the radial component of th... The circumferentially averaged equation of the inlet flow radial equilibrium in axial compressor was deduced. It indicates that the blade inlet radial pressure gradient is closely related to the radial component of the circumferential fluctuation(CF) source item. Several simplified cascades with/without aerodynamic loading were numerically studied to investigate the effects of blade bowing on the inlet flow radial equilibrium. A data reduction program was conducted to obtain the CF source from three-dimensional(3D) simulation results. Flow parameters at the passage inlet were focused on and each term in the radial equilibrium equation was discussed quantitatively. Results indicate that the inviscid blade force is the inducement of the inlet CF due to geometrical asymmetry. Blade bowing induces variation of the inlet CF, thus changes the radial pressure gradient and leads to flow migration before leading edge(LE) in the cascades. Positive bowing drives the inlet flow to migrate from end walls to mid-span and negative bowing turns it to the reverse direction to build a new equilibrium. In addition, comparative studies indicate that the inlet Mach number and blade loading can efficiently impact the effectiveness of blade bowing on radial equilibrium in compressor design. 展开更多
关键词 Axial compressor bowing Cascade Circumferential fluctuation Inlet flow Radial equilibrium
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In-situ wafer bowing measurements of GaN grown on Si(111) substrate by reflectivity mapping in metal organic chemical vapor deposition system 被引量:1
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作者 杨亿斌 柳铭岗 +12 位作者 陈伟杰 韩小标 陈杰 林秀其 林佳利 罗慧 廖强 臧文杰 陈崟松 邱运灵 吴志盛 刘扬 张佰君 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第9期362-366,共5页
In this work, the wafer bowing during growth can be in-situ measured by a reflectivity mapping method in the 3×2 Thomas Swan close coupled showerhead metal organic chemical vapor deposition(MOCVD) system. The r... In this work, the wafer bowing during growth can be in-situ measured by a reflectivity mapping method in the 3×2 Thomas Swan close coupled showerhead metal organic chemical vapor deposition(MOCVD) system. The reflectivity mapping method is usually used to measure the film thickness and growth rate. The wafer bowing caused by stresses(tensile and compressive) during the epitaxial growth leads to a temperature variation at different positions on the wafer, and the lower growth temperature leads to a faster growth rate and vice versa. Therefore, the wafer bowing can be measured by analyzing the discrepancy of growth rates at different positions on the wafer. Furthermore, the wafer bowings were confirmed by the ex-situ wafer bowing measurement. High-resistivity and low-resistivity Si substrates were used for epitaxial growth. In comparison with low-resistivity Si substrate, Ga N grown on high-resistivity substrate shows a larger wafer bowing caused by the highly compressive stress introduced by compositionally graded Al Ga N buffer layer. This transition of wafer bowing can be clearly in-situ measured by using the reflectivity mapping method. 展开更多
关键词 stresses metal organic chemical vapor deposition wafer bowing in-situ reflectivity mapping
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Theoretical Study on the Origins of the Gap Bowing in Mg<sub>x</sub>Zn<sub>1–x</sub>O Alloys
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作者 F. Z. Aoumeur-Benkabou M. Ameri +1 位作者 A. Kadoun K. Benkabou 《Modeling and Numerical Simulation of Material Science》 2012年第3期60-66,共7页
The full potential linear muffin-tin orbital (FP-LMTO) method was applied to study the structural and electronic properties of the compounds MgO, ZnO and their alloy MgxZn1–xO in the zincblende and NaCl structures. R... The full potential linear muffin-tin orbital (FP-LMTO) method was applied to study the structural and electronic properties of the compounds MgO, ZnO and their alloy MgxZn1–xO in the zincblende and NaCl structures. Results are obtained using the local density approximation (LDA), the ground-state properties like lattice constant and bulk modulus obtained agree very well with experimental and other theoretical calculations. The effect of composition on lattice constant from Vegard’s law and the bulk modulus was investigated. The microscopic origins of the gap bowing were explained by using the approach of Zunger and co-workers. It is concluded that the energy band gap bowing is primarily due to chemical charge-transfer effect. Contribution of volume deformation and structural relaxation to the gap bowing parameter is found to be very small. 展开更多
关键词 FP-LMTO Method Structural and Electronic Properties MgxZn1–xO Alloy bowing
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The Bowing Parameters of Ca<sub>χ</sub>Mg<sub>1-χ</sub>O Ternary Alloys
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作者 Sinem Erden Gulebaglan Emel Kilit Dogan +3 位作者 Murat Aycibin Mehmet Nurullah Secuk Bahattin Erdinc Harun Akkus 《Journal of Modern Physics》 2014年第15期1546-1551,共6页
On the basis of first principles calculations using density functional theory, we explore the structural and electronic properties of two binaries: CaO and MgO in rock salt structures. Structural properties of the sem... On the basis of first principles calculations using density functional theory, we explore the structural and electronic properties of two binaries: CaO and MgO in rock salt structures. Structural properties of the semiconductor CaχMg1-χO alloys are derived from total-energy minimization within the General Gradient Approximation. The band gap bowing parameters dependence is very powerful Calcium composition. The results offer that an average bowing parameter of CaχMg1-χO alloys is b = ~0.583$ eV. We analyzed the volume deformation, charge transfer and structural relaxation effects of the CaχMg1-χO alloys. 展开更多
关键词 Density Functional Theory TERNARY ALLOYS Band-Gap bowing PARAMETER
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Effects of blade bowing on the performance of a high pressure-ratio turbocharger centrifugal compressor with self-recirculation casing treatment 被引量:1
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作者 ZHENG XinQian LAN ChuanJie 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第10期2531-2539,共9页
The effects of blade bowing on the performance of a high pressure-ratio turbocharger centrifugal compressor were studied by experiments and numerical simulation.The results showed that the negative bowing was capable ... The effects of blade bowing on the performance of a high pressure-ratio turbocharger centrifugal compressor were studied by experiments and numerical simulation.The results showed that the negative bowing was capable of increasing the choke mass rate and the efficiency but decreased the surge mass flow rate,while the positive bowing had the opposite effects.When coupling with the self-recirculation casing treatment,the surge mass flow rate of the compressor with negative bowing blade was almost identical with that of the prototype,while the choke mass flow rate was still larger,and the total effect contributed to an increase of the stable flow range by 5.85%at design speed.Besides,the flow mechanism of the coupling effects of blade bowing and self-recirculation casing treatment was discussed. 展开更多
关键词 blade bowing self-recirculation casing treatment high pressure ratio TURBOCHARGER centrifugal compressor
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Intervention of laser periphery iridectomy to posterior iris bowing in high myopic eyes 被引量:1
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作者 WANG Hong-tao WANG Ning-li LI Shu-ning 《Chinese Medical Journal》 SCIE CAS CSCD 2012年第24期4466-4469,共4页
Background For some high myopic patients with posterior iris bowing, laser periphery iridectomy should be performed pre-operation to prevent pupil block glaucoma if these patients would have phakic intraocular lens im... Background For some high myopic patients with posterior iris bowing, laser periphery iridectomy should be performed pre-operation to prevent pupil block glaucoma if these patients would have phakic intraocular lens implantation to correct high myopia. So we had the opportunity to analysis the influence of laser iridectomy on posterior iris bowing. Methods Eighteen high myopic patients with posterior iris bowing (11 males and 7 females) were involved in the study in Beijing Tongren Eye Center from March 2008 to July 2008. Phakic intraocular lens were implanted to correct their ametropia. The mean age was (32+6) years (range, 25-40 years). The center anterior chamber depth, the pupil diameter, the posterior iris bowing depth and the anterior chamber angle were measured with anterior segment coherence tomography (AS-OCT) under the normal condition, myosis condition induced by 2% pilocarpine, laser periphery iridectomy after myosis, and 2% pilocarpine eluting condition respectively. Results There was no significant difference of center anterior chamber depth under the four conditions (P=0.512). The pupil constricted after pilocarpine (P=0.001). After' laser iridectomy performed and pilocarpine eluted, posterior iris bowing depth reduced more than that in normal condition (P=0.003). The anterior chamber angle reduced significantly after laser periphery iridectomy and pilocarpine eluted (P=0.012). Conclusion Laser periphery iridectomy can reduce the posterior iris bowing, which might be due to the change in aqueous circulate pathway. 展开更多
关键词 myopia posterior iris bowing laser iridectomy
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Hybrid functional calculations on the band gap bowing parameters of In_xGa_(1-x)N 被引量:1
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作者 林妹 许以栩 +2 位作者 张建华 吴顺情 朱梓忠 《Journal of Semiconductors》 EI CAS CSCD 2016年第4期12-16,共5页
The electronic band structures and band gap bowing parameters of In_xGa_(1-x)N are studied by the firstprinciples method based on the density functional theory. Calculations by employing both the Heyd-ScuseriaErnzer... The electronic band structures and band gap bowing parameters of In_xGa_(1-x)N are studied by the firstprinciples method based on the density functional theory. Calculations by employing both the Heyd-ScuseriaErnzerh of hybrid functional(HSE06) and the Perdew-Burke-Ernzerhof(PBE) one are performed. We found that the theoretical band gap bowing parameter is dependent significantly on the calculation method, especially on the exchange-correlation functional employed in the DFT calculations. The band gap of In_xGa_(1-x)N alloy decreases considerably when the In constituent x increases. It is the interactions of s–s and p–p orbitals between anions and cations that play significant roles in formatting the band gaps bowing. In general, the HSE06 hybrid functional could provide a good alternative to the PBE functional in calculating the band gap bowing parameters. 展开更多
关键词 In_xGa_(1-x)N bowing parameters HSE06 functional PBE functional
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不同粒径磨粒对Si_(3)N_(4)陶瓷基板薄片双面研磨性能的影响
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作者 赵海龙 曹夏 +2 位作者 彭翔 余德平 刘进伟 《宜宾学院学报》 2025年第6期47-52,共6页
为了观察不同粒径的磨粒对Si_(3)N_(4)陶瓷基板薄片研磨加工性能的影响,根据实际生产过程中产生的数据,比较定制化240#、270#和300#粒径尺寸的碳化硼磨粒和碳化硅磨粒在铸铁磨盘上快速减薄Si_(3)N_(4)陶瓷基板薄片时的研磨效率、表面粗... 为了观察不同粒径的磨粒对Si_(3)N_(4)陶瓷基板薄片研磨加工性能的影响,根据实际生产过程中产生的数据,比较定制化240#、270#和300#粒径尺寸的碳化硼磨粒和碳化硅磨粒在铸铁磨盘上快速减薄Si_(3)N_(4)陶瓷基板薄片时的研磨效率、表面粗糙度、TTV值、良品率、磨粒寿命、抗折强度和BOW值.结果表明:在保证表面粗糙度、TTV值、抗折强度等指标的数据点全在规格线以内时,300#碳化硼磨粒的研磨效率最佳,300#碳化硅磨粒的表面质量最佳.为了提升产品加工效率,可以选择300#碳化硼作为磨粒;为了保证产品有更好的质量,可以选择300#碳化硅作为磨粒. 展开更多
关键词 Si_(3)N_(4)陶瓷基板薄片 研磨效率 表面粗糙度 良品率 TTV值 抗折强度 BOW值 磨粒寿命
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ICP刻蚀硅形貌控制研究 被引量:11
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作者 刘欢 周震 +2 位作者 刘惠兰 冯丽爽 王坤博 《传感技术学报》 CAS CSCD 北大核心 2011年第2期200-203,共4页
硅的刻蚀形貌控制是MEMS器件加工中的关键技术之一,形貌控制是硅表面刻蚀和钝化反应取得平衡的结果,任何影响刻蚀和钝化反应的因素都会影响到刻蚀形貌。采用中科院微电子研发中心研制的基于化学平衡原理的ICP-98A等离子刻蚀机,对ICP刻... 硅的刻蚀形貌控制是MEMS器件加工中的关键技术之一,形貌控制是硅表面刻蚀和钝化反应取得平衡的结果,任何影响刻蚀和钝化反应的因素都会影响到刻蚀形貌。采用中科院微电子研发中心研制的基于化学平衡原理的ICP-98A等离子刻蚀机,对ICP刻蚀当中影响形貌的关键工艺参数进行了研究和分析,研究了源功率RF1、射频功率RF2及气体(SF6和C4F8)比例对刻蚀形貌的影响,分析了bow ing现象产生机制,并给出了降低这种现象的工艺方法。该研究对提高硅的ICP刻蚀形貌控制具有重要的指导意义。 展开更多
关键词 ICP刻蚀 形貌控制 bowing效应 工艺参数
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The Erhu: A Journey Through Chinese Music
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作者 郭子升 《疯狂英语(双语世界)》 2025年第3期77-77,共1页
When we learn about Chinese traditional culture,we can find many interesting things.One of them is a special musical instrument—Erhu.The Erhu is a two-stringed instrument played with a bow.People often call it the Ch... When we learn about Chinese traditional culture,we can find many interesting things.One of them is a special musical instrument—Erhu.The Erhu is a two-stringed instrument played with a bow.People often call it the Chinese violin or Chinese fiddle.It is one of the most famous and loved instruments in Chinese music.The Erhu has a small wooden body and a long neck.It is held on the lap,and the bow moves between the two strings to make music. 展开更多
关键词 traditional culture chinese fiddleit two stringed instrument ERHU chinese violin bow moves two strings musical instrument BOW
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Numerical Simulation and Diagnostic Analysis for the Maintenance Mechanism of the “3·31” Squall Line Event in Jiangxi Province
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作者 XU Yuan WU Jing +2 位作者 DONG Meng ZHAO Xin-yu TIAN Gao-shan 《Journal of Tropical Meteorology》 2025年第6期622-636,共15页
The “3·31” severe squall line event in eastern China was notable for its exceptional intensity and persistence,posing significant challenges to forecast accuracy. This study analyzed the maintenance stage of th... The “3·31” severe squall line event in eastern China was notable for its exceptional intensity and persistence,posing significant challenges to forecast accuracy. This study analyzed the maintenance stage of this event using highresolution convection-permitting numerical simulations, with a focus on vorticity budgets of the environmental flow, multiscale synoptic diagnostics, and Rotunno-Klemp-Weisman(RKW) theory. These analyses aimed to elucidate the mechanisms governing the morphological transition, the generation of associated convective gales, and the prolonged maintenance of the squall line event. The results show that the numerical simulation accurately reproduced the development and evolution of the squall line, particularly its location, with surface wind errors remaining within a reasonable range. The development of a mesoscale vortex modulated the dynamic and water vapor fields, providing favorable mesoscale environmental conditions for the organization and maintenance of the squall line. Vorticity budget analysis indicates that the divergence and tilting terms were the primary contributors to vorticity tendency. After the squall line entered Jiangxi Province, it exhibited a sharper leading edge and enhanced upward motion. Dry intrusion from the mid-toupper troposphere led to rapid downward momentum transfer at the meso-γ scale, thereby generating convective gales. In addition, the enhancement of the rear-inflow jet(RIJ) was related to the pressure difference between the interior and exterior of system, which resulted from the phase change of condensate within tilted updrafts. The RIJ was orthogonal to the squall line, causing it to transform from a linear into a bowing shape. Diagnosis based on the RKW theory underscore the important roles in both low-level and deep vertical wind shear in maintenaning the squall line. The ratios of the cold pool propagation velocity to the vertical wind shear were close to 1, which balanced with the ambient horizontal vorticity that allowed the convection to remain upright, thus sustaining the squall line's intensity for an extended period. In summary, the squall line event was sustained by a favorable environment created by the environmental vortex. The dry intrusion from the mid-to-upper troposphere and intensified RIJ resulted in the severe convective winds, while the balance between cold pool and ambient vertical wind shear promoted the system's prolonged maintenance. These findings provide an effective reference for the short-range forecasting of squall lines throughout their lifecycle. 展开更多
关键词 squall line bow echo convective gales numerical simulation maintenance mechanism
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Mars Express observations of the stretch effect of mini-magnetospheres formed by crustal fields on the Martian bow shock location
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作者 LiHui Chai MengDan Guo 《Earth and Planetary Physics》 2025年第6期1171-1176,共6页
The strong crustal magnetic fields significantly alter the structure of the Martian space environment,including all plasma boundaries.The stretches of mini-magnetospheres formed by crustal fields from the location of ... The strong crustal magnetic fields significantly alter the structure of the Martian space environment,including all plasma boundaries.The stretches of mini-magnetospheres formed by crustal fields from the location of the Martian bow shocks were first found from the Mars Atmosphere and Volatile EvolutioN(MAVEN)observations.The present study aims to test whether this effect is also present in the shocks observed by Mars Express(MEX).We find that the bow shocks above the crustal field regions are enlarged,resulting in a north−south asymmetry and a longitude dependence in the shock size.The longitude dependence is more pronounced for near-subsolar shocks,and more dispersed for near-terminator shocks.The enlarged shocks are also observed to have shifted tailward from the longitudes of the strongest crustal fields.Due to a dawnside bias in MEX shock crossings,the enlarged shocks generally display a westward shift from the strongest crustal field region.These results confirm that stretches of the mini-magnetosphere are also present in the MEX shock observations. 展开更多
关键词 MARS bow shock crustal fields
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Formation of Damaging Surface Winds in a Bow-shaped Squall Line Mature Stage over South China
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作者 JIANG Ping CHEN Gui-xing +3 位作者 ZHANG Fen WU Yao ZHU Hao-nan ZHOU Rui-lin 《Journal of Tropical Meteorology》 2025年第1期17-29,共13页
Observational analyses and convection-permitting simulations are conducted to study an extreme event of damaging surface winds within a bow-shaped squall line over South China.Prevailing explanations for the formation... Observational analyses and convection-permitting simulations are conducted to study an extreme event of damaging surface winds within a bow-shaped squall line over South China.Prevailing explanations for the formation of damaging surface winds were applied to investigate the detailed processes at the mature stage of a squall line in a complicated real-world scenario.It is shown that environmental vertical wind shear was adequately strong to cause a shearing vorticity,and the shearing vorticity was comparable to the baroclinic vorticity by a cold pool.The balance led to strong upward motions at the leading edge of the squall line and brought plenty of rainfall.The descending rainfall cooled the surrounding air and entrained the upper-level cold air downward to the lower level,strengthening the cold pool by excessive evaporation and melting.The cold pool accelerated the propagation speed of the squall line and caused extensive wind damage at the surface.Meanwhile,the horizontal vortex lines at the leading edge of the cold pool were lifted by frontal updrafts and tilted to form the anti-cyclonic vortex at the middle level.This maintained and intensified the rearinflow jet behind the apex of bow echo in association with a notable midlevel pressure gradient.The rear-inflow jet was then transported downward to the surface by descending condensate,leading to damaging winds there.Other factors,such as environmental flows,however,contributed less to the damaging surface winds. 展开更多
关键词 bow echo damaging winds cold pool rear-inflow jet vortex line tilting
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一种融合全局及显著性区域特征的室内场景识别方法 被引量:14
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作者 牛杰 卜雄洙 +1 位作者 钱堃 李众 《机器人》 EI CSCD 北大核心 2015年第1期122-128,共7页
针对常规场景识别方法在室内环境中性能显著下降的问题,提出一种融合全局及显著性区域特征的移动机器人室内场景识别方法.利用改进的Bo W(bag-of-words)模型进行室内场景判别的同时,结合视觉注意方法提取出场景图像的最大及次大显著区域... 针对常规场景识别方法在室内环境中性能显著下降的问题,提出一种融合全局及显著性区域特征的移动机器人室内场景识别方法.利用改进的Bo W(bag-of-words)模型进行室内场景判别的同时,结合视觉注意方法提取出场景图像的最大及次大显著区域,送入改进的BDBN(bilinear deep belief network)模型来自动学习图像特征,进行类别判断.利用分段判别策略对于两个模型的结果进行融合,并输出最终场景判别结果.将本方法应用于实际机器人平台及包含67个类别的MIT室内场景数据库,实验结果表明,相较于常规Bo W模型,本方法可以有效提高识别准确率10%以上.此外,本方法在MIT数据库中达到平均44.3%的准确率,优于相关文献算法. 展开更多
关键词 场景识别 深度学习 视觉注意 BoW模型
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基于模糊Bow-tie模型的城镇燃气管道泄漏定量风险评价 被引量:42
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作者 於孝春 贾朋美 张兴 《天然气工业》 EI CAS CSCD 北大核心 2013年第7期134-139,共6页
燃气管道事故一旦发生后果大多比较严重。为全面分析燃气管道风险的前因后果,确定重点维护和监控的管段区域,引入了Bow-tie模型,将管道泄漏的故障树与事件树统一到一起对燃气管道进行定量风险评价。采用模糊集相关理论与专家评价相结合... 燃气管道事故一旦发生后果大多比较严重。为全面分析燃气管道风险的前因后果,确定重点维护和监控的管段区域,引入了Bow-tie模型,将管道泄漏的故障树与事件树统一到一起对燃气管道进行定量风险评价。采用模糊集相关理论与专家评价相结合的方法得出管道泄漏的模糊可能值;然后基于模糊层次分析法确定管道泄漏后果因素的权重系数;再通过矩阵乘法求得泄漏后果值。以某段燃气管线为案例,全面识别出各风险因素,量化得到管道各泄漏后果事件的风险值。实际应用结果表明:①该方法可快速合理地评判出管道系统的相对风险大小;②三角模糊数与层次分析法的应用减少了传统评价中主观及模糊因素产生的评价偏差,使得评价结果更接近客观实际;③依据评价结果制订有针对性的预防维护措施,能够实现有限维护资源的合理配置,保障燃气管道的安全可靠运行。 展开更多
关键词 燃气管道 模糊Bow—tie模型 故障树 事件树 定量风险评价 模糊层次分析法 三角模糊数 泄漏后果
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Flow Field Improvement by Bowed Stator Stages in a Compressor with Different Axial Gaps Under Near Stall Condition 被引量:4
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作者 陆华伟 陈浮 +2 位作者 宋彦萍 万继林 王仲奇 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2008年第3期215-222,共8页
The outlet flow fields of a low-speed repeating-stage compressor with bowed stator stages are measured with five-hole probe under the near stall condition when the rotor/stator axial gap varies. The performances of th... The outlet flow fields of a low-speed repeating-stage compressor with bowed stator stages are measured with five-hole probe under the near stall condition when the rotor/stator axial gap varies. The performances of the straight stator stages are investigated and compared to those of the bowed stator stages. The results show that using bowed stator stages could alleviate the flow separation at both upper and low corners of the suction surface and the endwalls, and decrease the losses along the flow passage as well as the outlet flow angle. As the rotor/stator axial gap decreases, although the diffusion capacity of the compressor increases obviously, the outlet flow field in the straight stator stages deteriorates quickly. By contrast, little changes occur in the bowed stator stages, indicating that as the rotor/stator axial gap decreases, improved performance is achieved in the bowed stator stages. 展开更多
关键词 COMPRESSOR bowed stator rotor/stator axial gap near stall condition corner separation
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特征点显著性约束的图像检索方法 被引量:5
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作者 赵宏伟 李清亮 +1 位作者 刘萍萍 汤寰宇 《吉林大学学报(工学版)》 EI CAS CSCD 北大核心 2016年第2期542-548,共7页
图像检索的Bag of Words体系存在量化后的视觉词影响局部特征的辨别能力并且缺乏特征之间空间关系的缺点,影响检索效率。针对复杂背景的目标查询,提出了融合显著性信息的图像检索方法和基于显著特征点空间距离比的后验证方法。首先,提... 图像检索的Bag of Words体系存在量化后的视觉词影响局部特征的辨别能力并且缺乏特征之间空间关系的缺点,影响检索效率。针对复杂背景的目标查询,提出了融合显著性信息的图像检索方法和基于显著特征点空间距离比的后验证方法。首先,提取图像显著目标区域,使用空间金字塔模型进行图像检索。然后,利用查询图像与检索图像匹配的显著特征对,计算任意两对显著特征点的距离比,保留满足阈值的比值,并求和,用以重新排序结果图像,得到最终的检索结果。实验结果表明:该方法显著提高了检索的精确度,并减少了几何验证过程的运算时间。 展开更多
关键词 图像检索 BoW模型 空间金字塔 几何验证 显著性
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基于改进稀疏编码模型的图像分类算法 被引量:4
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作者 唐峰 孙锬锋 +1 位作者 蒋兴浩 陆欢 《上海交通大学学报》 EI CAS CSCD 北大核心 2012年第9期1406-1410,共5页
针对图像表示,提出了一种基于改进稀疏编码模型的图像分类算法.首先,提取表示图像视觉局部特征的SIFT(Scale-Invariant Feature Transform)描述子;然后,利用稀疏编码方法生成基于SIFT描述子的视觉词汇库,将SIFT描述子编成稀疏向量;通过... 针对图像表示,提出了一种基于改进稀疏编码模型的图像分类算法.首先,提取表示图像视觉局部特征的SIFT(Scale-Invariant Feature Transform)描述子;然后,利用稀疏编码方法生成基于SIFT描述子的视觉词汇库,将SIFT描述子编成稀疏向量;通过有效稀疏向量的区域融合和空间结合而获取整体的稀疏向量并用于图像表示;最后,采用随机森林多分类器对稀疏向量进行训练和测试.结果表明,与现有的算法相比,该算法的性能更佳,可以有效表示图像的特性并提高其分类的准确率. 展开更多
关键词 图像分类 稀疏编码 随机森林 视觉词汇 BoW模型
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一种基于2D和3D SIFT特征级融合的一般物体识别算法 被引量:13
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作者 李新德 刘苗苗 +1 位作者 徐叶帆 雒超民 《电子学报》 EI CAS CSCD 北大核心 2015年第11期2277-2283,共7页
如何选择合适的特征表示一般物体类间差异和类内共性至关重要,因此,本文在2D SIFT(Scale Invariant Feature Transform,SIFT)的基础上,提出了基于点云模型的3D SIFT特征描述子,进而提出一种基于2D和3D SIFT特征级融合的一般物体识别算法... 如何选择合适的特征表示一般物体类间差异和类内共性至关重要,因此,本文在2D SIFT(Scale Invariant Feature Transform,SIFT)的基础上,提出了基于点云模型的3D SIFT特征描述子,进而提出一种基于2D和3D SIFT特征级融合的一般物体识别算法.分别提取物体2维图像和3维点云的2D和3D SIFT特征描述子,利用"词袋"(Bag of Words,Bo W)模型得到物体特征向量,根据特征级融合将两个特征向量进行融合实现物体描述,运用有监督分类器支持向量机(Support Vector Machine,SVM)实现分类识别,给出最终识别结果.最后,实验验证了本文提出算法的好处. 展开更多
关键词 一般物体识别 点云 2D SIFT 3D SIFT 特征融合 BoW模型 SVM分类器
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