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基于主成分回归的运输飞机超轮速诱因研究 被引量:2
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作者 钱宇 龙涛 《计算机仿真》 北大核心 2022年第10期34-39,65,共7页
针对民航运行中飞机超轮速严重影响运行安全的情况,为了定量研究运输飞机超轮速诱因,提出了一种基于主成分回归的超轮速诱因分析模型。研究将起飞离地速度作为对象,从机组操纵、飞机性能、飞机姿态、飞机位置和运行环境等方面选取了影... 针对民航运行中飞机超轮速严重影响运行安全的情况,为了定量研究运输飞机超轮速诱因,提出了一种基于主成分回归的超轮速诱因分析模型。研究将起飞离地速度作为对象,从机组操纵、飞机性能、飞机姿态、飞机位置和运行环境等方面选取了影响起飞离地速度的参数,利用主成分分析方法对参数进行降维,并建立了回归模型,分析了各因素对离地速度的影响。利用空客飞机的超轮速事件数据进行了算例仿真,仿真结果表明,所建模型可以有效地实现各因素与起飞离地速度的定量关系估计。研究可为防范起飞超轮速事件、降低民航运行风险提供解决方案。 展开更多
关键词 超轮速 主成分分析 多元线性回归分析 诱因分析
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防止高原机场超轮速 被引量:5
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作者 黄正 《科技创新导报》 2013年第17期81-81,共1页
我国西部地区分布着大量的高原特殊机场,这些机场地形、气象条件复杂,飞行难度大。为了在这些特殊的航线上保证安全生产,我们必须对涉及飞行运行的方方面面进行周到细致的研究和准备,总结经验、提高理论知识水平,将我们运行的安全水平... 我国西部地区分布着大量的高原特殊机场,这些机场地形、气象条件复杂,飞行难度大。为了在这些特殊的航线上保证安全生产,我们必须对涉及飞行运行的方方面面进行周到细致的研究和准备,总结经验、提高理论知识水平,将我们运行的安全水平极高、风险水平降低。文章对此进行分析。 展开更多
关键词 防止 高原机场 超轮速
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Impact of Clocking on the Aero-Thermodynamics of a Second Stator tested in a One and a Half Stage HP Turbine 被引量:4
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作者 N.Billiard G.Paniagua R.Dénos 《Journal of Thermal Science》 SCIE EI CAS CSCD 2008年第2期97-110,共14页
This paper focuses on the experimental investigation of the time-averaged and time-accurate aero- thermodynamics of a second stator tested in a 1.5 stage high-pressure turbine. The effect of clocking on aerodynamic an... This paper focuses on the experimental investigation of the time-averaged and time-accurate aero- thermodynamics of a second stator tested in a 1.5 stage high-pressure turbine. The effect of clocking on aerodynamic and heat transfer are investigated. Tests are performed under engine representative conditions in the VKI compression tube CT3. The test program includes four different clocking positions, i.e. relative pitch-wise positions between the fh-st and the second stator. Probes located upstream and downstream of the second stator provide the thermodynamic conditions of the flow field. On the second stator airfoil, measurements are taken around the blade profile at 15, 50 and 85% span with pressure sensors and thin-film gauges. Both time-averaged and time-resolved aspects of the flow field are addressed. Regarding the time-averaged results, clocking effects are mainly observed within the leading edge region of the second stator, the largest effects being observed at 15% span. The surface static pressure distribution is changed locally, hence affecting the overall airfoil performance. For one clocking position, the thermal load of the airfoil is noticeably reduced. Pressure fluctuations are attributed to the passage of the up- stream transonic rotor and its associated pressure gradients. The pattern of these fluctuations changes noticeably as a function of docking. The time-resolved variations of heat flux and static pressure are analyzed together showing that the major effect is due to a potential interaction. The time-resolved pressure distribution integrated along the second stator surface yields the unsteady forces on the vane. The magnitude of the unsteady force is very dependent on the clocking position. 展开更多
关键词 transonic flow turbines STATOR CLOCKING FORCES heat transfer.
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Investigation of the Compressible Flow through the Tip-Section Turbine Blade Cascade with Supersonic Inlet 被引量:2
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作者 Martin Luxa Jaromír Príhoda +2 位作者 David Simurda Petr Straka Jaroslav Synác 《Journal of Thermal Science》 SCIE EI CAS CSCD 2016年第2期138-144,共7页
The contribution deals with the experimental and numerical investigation of compressible flow through the tip-section turbine blade cascade with the blade 54″ long. Experimental investigations by means of optical(int... The contribution deals with the experimental and numerical investigation of compressible flow through the tip-section turbine blade cascade with the blade 54″ long. Experimental investigations by means of optical(interferometry and schlieren method) and pneumatic measurements provide more information about the behaviour and nature of basic phenomena occurring in the profile cascade flow field. The numerical simulation was carried out by means of the EARSM turbulence model according to Hellsten [5] completed by the bypass transition model with the algebraic equation for the intermittency coefficient proposed by Straka and P?íhoda [6] and implemented into the in-house numerical code. The investigation was focused particularly on the effect of shock waves on the shear layer development including the laminar/turbulent transition. Interactions of shock waves with shear layers on both sides of the blade result usually in the transition in attached and/ or separated flow and so to the considerable impact to the flow structure and energy losses in the blade cascade. 展开更多
关键词 long turbine rotor blade supersonic tip section optical methods transition modelling CFD
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Numerical Modelling of a Supersonic Axial Turbine Stator
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作者 Aki Grnman Teemu Turunen-Saaresti +1 位作者 Ahti Jaatinen Jari Backman 《Journal of Thermal Science》 SCIE EI CAS CSCD 2010年第3期211-217,共7页
In order to improve the turbocharging process,a supersonic axial turbine stator was modelled numerically with a pulsatile inlet mass flow.The main objectives of the study were to find out how pulsation affects the flo... In order to improve the turbocharging process,a supersonic axial turbine stator was modelled numerically with a pulsatile inlet mass flow.The main objectives of the study were to find out how pulsation affects the flow field and the performance of the stator.At the beginning of the study,a supersonic turbine stator was modelled using three different techniques:quasi-steady,time-accurate with constant boundary conditions and time-accurate with a pulsatile inlet mass flow.The time-averaged and quasi-steady flow fields and performance were compared,and the flow field and stator performance with a pulsatile inlet mass flow was studied in detail at different time-steps.A hysteresis-like behaviour was captured when the total-to-static pressure ratio and efficiency were plotted as a function of the inlet mass flow over one pulse period.The total-to-static pressure ratio and efficiency followed the sinusoidal shape of the inlet flow as a function of time.It was also concluded that the stator efficiency decreases downstream from the stator trailing edge and the amplitude of the pulsating mass flow is decreased at the stator throat. 展开更多
关键词 CFD SUPERSONIC TURBINE STATOR TURBOCHARGING
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Influence of mechanical damage generated by small space debris on electrostatic discharge
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作者 CAI Ming Hui LI Hong Wei HAN Jian Wei 《Science China Earth Sciences》 SCIE EI CAS CSCD 2016年第3期533-539,共7页
Recent studies have indicated that hypervelocity impacts by meteoroids and space debris can induce spacecraft anomalies. However, the basic physical process through which space debris impacts cause anomalies is not en... Recent studies have indicated that hypervelocity impacts by meteoroids and space debris can induce spacecraft anomalies. However, the basic physical process through which space debris impacts cause anomalies is not entirely clear. Currently, impact-generated plasma is thought to be the primary cause of electrical spacecraft anomalies, while the effects of impact-generated mechanical damage have rarely been researched. This paper presents new evidence showing that impact-generated mechanical damage strongly influences electrostatic discharge. Hypervelocity impact experiments were conducted in a plasma drag particle accelerator, using particles with diameters of 200–500 ?m and velocities of 2–7 km/s. The impact-generated mechanical damage on a specimen surface was measured by a stereoscopic microscope and 3D Profilometer and it indicated that microscopic irregularities around the impact crater could be responsible for local electric field enhancement. Furthermore, the influence of impact-generated mechanical damage on electrostatic discharge was simulated in an inverted potential gradient situation. The experimental results show that the electrostatic discharge voltage threshold was significantly reduced after the specimen was impacted by particles. 展开更多
关键词 Electrostatic discharge Small space debris Inverted potential gradient Spacecraft charging
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