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神经网络用于风洞中压气机失速监控
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作者 丁凯峰 《试飞研究》 2001年第2期32-34,共3页
旋转失速和喘振是严重影响轴流压气机性能的截然不同的两种气动不稳定现象。旋转失速和喘振均能引起转子和静子叶片振动及压气机内部温度急剧上升,在叶片上的大的动应力会引起严惩的机械破坏。对16英尺超音速风洞试验中压气机的3C3转... 旋转失速和喘振是严重影响轴流压气机性能的截然不同的两种气动不稳定现象。旋转失速和喘振均能引起转子和静子叶片振动及压气机内部温度急剧上升,在叶片上的大的动应力会引起严惩的机械破坏。对16英尺超音速风洞试验中压气机的3C3转子叶片,失速发生约10转(即1秒)后,失速产生的振动应力将达到对压气机产生机械危害的程度。旋转失速是16英尺跨音速风洞试验中C-1压气机中常见的不稳定现象;旋转失速在2转(0.2秒)时间内,产生一个应力峰值并逐渐衰减。显然,需要一个系统在出现失速征兆的瞬间能很快探测到并发出警告,该系统还具有自主修正能力。建立在多年实践观察基础上的开环技术已成为当前主要的监控模式,工程师可以采修正的操作以避免压气机进入失速。在控制系统中引入闭环防失速装置可使压气机工作点离开失速边界是人们最终的追求目标。实现对压气机失速的控制需要对开环和闭环模式的高速自动处理。神经网络用于数据分类、信号处理、对象建模及预测的一项新的信息处理技术。由于神经网络用于数据分类具有快速、精确及高抗噪性,因而,神经网络适合被选作对压气机不稳定性进行探测及监控研究。 展开更多
关键词 神经网络 超音风洞试验 压力机失速 监控 开封技术 不稳定性 旋转
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Numerical simulation investigation on pressure loss of diffusion tank of axial main fan 被引量:4
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作者 WANG Hai-qiao ZOU Zu-yun +1 位作者 CHEN Shi-qiang CHEN Chong-xin 《Journal of Coal Science & Engineering(China)》 2011年第4期447-449,共3页
Based on the engineering application, the angle range of rectifying airflow unit attaching diffusion tank is from 2.5° to 7.5°. In the range of average inlet velocity of 25.0 m/s to 55.0 m/s of diffusion tan... Based on the engineering application, the angle range of rectifying airflow unit attaching diffusion tank is from 2.5° to 7.5°. In the range of average inlet velocity of 25.0 m/s to 55.0 m/s of diffusion tank, numerical simulations of diffusion tank were done. The results of numerical simulations of diffusion tank are shown as follows: ③ In cases of the inlet velocity range from 25.0 m/s to 55.0 m/s, and the angle range of rectifying airflow unit from 2.5° to 7.5°, the average value of pressure losses decreases to the minimum when the angle is 4.5°.② In cases of the inlet velocity of 35.0 m/s, the pressure loss of diffusion tank decreases to the minimum when the angle of rectifying airflow unit is 5.5°. ③ As far as there are different angles of rectifying airflow unit, pressure loss increases gradually along with the addition of inlet velocity. 展开更多
关键词 diffusion tank angle of rectifying airflow unit pressure loss
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Investigations on Low Speed Axial Compressor with Forward and Backward Sweep 被引量:4
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作者 M.Govardhan O.G.Krishna Kumar N.Sitaram 《Journal of Thermal Science》 SCIE EI CAS CSCD 2007年第2期121-133,共13页
In the recent past, experimental studies have shown some advantages of blade lean and sweep in axial compressors. As most of the experimental results are combined with other features, it is difficult to determine the ... In the recent past, experimental studies have shown some advantages of blade lean and sweep in axial compressors. As most of the experimental results are combined with other features, it is difficult to determine the effect of individual parameters on the performance of the compressor. The present numerical studies are aimed at understanding the performance and three-dimensional flow pattern at the exit of swept and unswept rotors. Three rotors, namely; unswept, 200 forward swept and 200 backward swept rotors are analysed with a specific intention of understanding the pattern of the blade boundary layer flow. The analysis was done using a fully three-dimensional viscous CFD code CFX-5. Results indicated reduction in pressure rise with sweep. Backward sweep is detrimental as far as the performance near endwalls is considered. On the other hand total pressure loss in the wake in mid span region is less with backward sweep, which favours its application here. However, backward sweep adversely affects the stall margin. The ability of the forward sweep to deflect the streamlines towards hub gets diminished at low flow rates. Forward sweep changes the streamline pattern in such a way that the suction surface streamlines are deflected towards the hub and the pressure surface streamlines are deflected towards the easing. An opposite behaviour is observed in backward swept rotors. 展开更多
关键词 SWEEP pressure rise streamline shift stall margin blade loading
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