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Prediction of groundwater level in Indonesian tropical peatland forest plantations using machine learning
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作者 Kazuo Yonekura Sota Miyazaki +3 位作者 Masaatsu Aichi Takafumi Nishizu Masao Hasegawa Katsuyuki Suzuki 《Artificial Intelligence in Geosciences》 2025年第2期177-183,共7页
Maintaining high groundwater level(GWL)is important for preventing fires in peatlands.This study proposes GWL prediction using machine learning methods for forest plantations in Indonesian tropical peatlands.Deep neur... Maintaining high groundwater level(GWL)is important for preventing fires in peatlands.This study proposes GWL prediction using machine learning methods for forest plantations in Indonesian tropical peatlands.Deep neural networks(DNN)have been used for prediction;however,they have not been applied to groundwater prediction in Indonesian peatlands.Tropical peatland is characterized by high permeability and forest plantations are surrounded by several canals.By predicting daily differences in GWL,the GWL can be predicted with high accuracy.DNNs,random forests,support vector regression,and XGBoost were compared,all of which indicated similar errors.The SHAP value revealed that the precipitation falling on the hill rapidly seeps into the soil and flows into the canals,which agrees with the fact that the soil has high permeability.These findings can potentially be used to alleviate and manage future fires in peatlands. 展开更多
关键词 predicting daily differences gwlthe machine learning maintaining high groundwater groundwater prediction machine learning methods groundwater level prediction deep neural networks neural networks dnn
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径流涡轮叶片气动激振机制研究 被引量:4
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作者 潘镭 杨名洋 +4 位作者 MURAE Shouta SATO Wataru KAWAKUBO Tomoki YAMAGATA Akihiro 邓康耀 《工程热物理学报》 EI CAS CSCD 北大核心 2022年第6期1503-1511,共9页
径流涡轮叶片的高周疲劳问题严重威胁涡轮增压器的安全运行。学术界针对有叶涡轮的高周疲劳问题开展了广泛研究,但针对无叶涡轮高周疲劳的研究极少。本文采用单向流固耦合数值方法并结合实验测量,研究无叶涡轮叶片的气动激振机制。结果... 径流涡轮叶片的高周疲劳问题严重威胁涡轮增压器的安全运行。学术界针对有叶涡轮的高周疲劳问题开展了广泛研究,但针对无叶涡轮高周疲劳的研究极少。本文采用单向流固耦合数值方法并结合实验测量,研究无叶涡轮叶片的气动激振机制。结果表明,叶片振幅与涡轮负荷成非单调关系,此现象在公开文献中未提及。能量分析表明,叶片吸力面能量的变化趋势是导致振幅与涡轮负荷成非单调关系的直接原因。流场分析进一步表明,叶片吸力面能量变化是由两种涡结构在不同负荷下的相互作用所引起的:叶片前缘的分离涡和叶尖间隙泄漏涡。本研究为设计高可靠性的无叶涡轮提供了理论指导。 展开更多
关键词 涡轮增压器 径流涡轮 气动激振 叶片振动
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机匣处理在无喷嘴径流涡轮叶片抑振中的应用 被引量:1
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作者 潘镭 杨名洋 +3 位作者 Shota Murae Wataru Sato Naoto Shimohara Akihiro Yamagata 《风机技术》 2022年第6期1-9,共9页
高周疲劳是无喷嘴径流涡轮叶片损坏的主要原因。大部分有关叶片抑振的研究都侧重于修改叶片与蜗壳几何,然而这些方法具有周期长、通用性差、影响涡轮气动性能等缺陷。本文采用流固耦合数值方法并结合实验验证,研究基于机匣处理的抑振流... 高周疲劳是无喷嘴径流涡轮叶片损坏的主要原因。大部分有关叶片抑振的研究都侧重于修改叶片与蜗壳几何,然而这些方法具有周期长、通用性差、影响涡轮气动性能等缺陷。本文采用流固耦合数值方法并结合实验验证,研究基于机匣处理的抑振流动控制方法。由广义力方法的基本原理可知,通过引入额外的激振力以抵消蜗壳产生的激振力,从而降低振幅。通过在叶片尾缘附近的机匣壁面上设计轴向沟槽以实现这一目标。首先研究蜗舌与沟槽相对位置对气动激振的影响。结果表明,当沟槽与蜗舌距离最大时,叶片振幅显著降低。广义力和流场分析进一步表明,在该位置处,蜗壳与沟槽的激振效应抵消。接下来研究沟槽尺寸参数对气动激振的影响。结果表明,通过合理调节参数,振幅最多下降了94%。其中两个参数只影响广义力的长度而不改变相位,极大地方便了沟槽的优化设计。本研究可用于指导高性能、高可靠性无喷嘴涡轮的设计。 展开更多
关键词 机匣处理 无喷嘴径流涡轮 叶片抑振 高周疲劳 涡轮增压 动-静干涉
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Effect of bent inlet pipe on the flow instability behavior of centrifugal compressors 被引量:3
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作者 Zhenzhong SUN Baotong WANG +3 位作者 Xinqian ZHENG Tomoki KAWAKUBO Hideaki TAMAKI Ryuusuke NUMAKURA 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2020年第8期2099-2109,共11页
Bent inlet pipes are often used in centrifugal compressors due to limited installation space,and an understanding of the effect on compressor stability is essential for safety and durability.This paper firstly investi... Bent inlet pipes are often used in centrifugal compressors due to limited installation space,and an understanding of the effect on compressor stability is essential for safety and durability.This paper firstly investigates flow instability behaviors in two compressors,one with a straight inlet pipe and the other with an S-shaped bent pipe.In detail,it analyzes the resulting flow fields,instability evolution paths and surge boundaries.The results show that the S-shaped pipe obviously affects the flow field at high mass flow rates,while reverse flow mainly influences the flow field at low mass flow rates.Reverse flow first occurs at certain flow passages with a high pressure difference that is predominantly decided by the volute rather than the S-shaped bent pipe.In addition,centrifugal compressors can tolerate reverse flow to some extent so that surge would not occur immediately if reverse flow occurs unless the reverse flow region extends circumferentially and radially to a sufficiently large size.Since the S-shaped pipe is not dominant in the creation and extension of reverse flow,it does not exacerbate the stability of the central compressor to a great extent.Last but not least,the S-shaped pipe is noted to delay the occurrence of surge at 90%rotating speed,which suggests the possibility of improving compressor stability with bent inlet pipes.This result differs from the conventional understanding that inlet distortion usually deteriorates compressor stability and emphasizes the particularity of centrifugal compressors. 展开更多
关键词 Bent pipe Centrifugal compressor Flow field Flow instability Surge boundary
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径流涡轮叶尖间隙对叶片振动的影响研究 被引量:5
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作者 潘镭 杨名洋 +3 位作者 Shouta Murae Wataru Sato Naoto Shimohara Akihiro Yamagata 《风机技术》 2021年第3期46-55,10,共11页
由于对高效、高响应性涡轮增压器的大量需求,径流涡轮叶片的高周疲劳已成为涡轮增压器损坏的最常见原因。叶尖间隙是主导叶尖泄漏涡演化的关键参数,并影响叶片表面的气动激振力,其对叶片振动的影响不可忽略。本文采用单向流固耦合数值方... 由于对高效、高响应性涡轮增压器的大量需求,径流涡轮叶片的高周疲劳已成为涡轮增压器损坏的最常见原因。叶尖间隙是主导叶尖泄漏涡演化的关键参数,并影响叶片表面的气动激振力,其对叶片振动的影响不可忽略。本文采用单向流固耦合数值方法,研究无叶径流涡轮叶尖间隙对叶片振动的影响。结果表明,叶片振幅随间隙增大成“V形”变化趋势。广义能量分析表明,“V形”趋势由压力谐波分量的幅值在叶片表面的分布所决定。流场分析进一步表明,压力谐波分量的幅值在叶片压力面和吸力面的分布均受叶尖泄漏涡影响,但两者的机理不同。 展开更多
关键词 涡轮增压器 气动激振力 叶片振动 叶尖泄漏涡 叶片表面 谐波分量 涡轮叶片 高周疲劳
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有机工质真实气体的完全气体近似模型及其在径向进气涡轮气动模拟中应用(英文) 被引量:1
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作者 Tomoki Kawakubo Satoshi Ohuchida 《风机技术》 2018年第6期45-52,共8页
Today the Organic Rankine Cycle(ORC) is considered as one of the most promising technologies to recover the power from low-grade heat resources. In order to realize a high performance ORC turbine, the Computational Fl... Today the Organic Rankine Cycle(ORC) is considered as one of the most promising technologies to recover the power from low-grade heat resources. In order to realize a high performance ORC turbine, the Computational Fluid Dynamics(CFD) is extensively used to simulate the internal flow in the aerodynamic design. But due to the high non-ideality of the working fluid, it is crucial to take the real gas effect into consideration.In the present study, an accurate and reliable method of the perfect gas approximation for an organic working fluid(R245 fa) is developed. At first, the effectiveness of a perfect gas approximation is examined in two-dimensional CFD simulations of a convergent-divergent nozzle. Then the accuracy of the perfect gas approximation, definition of suitable nondimensional performance parameters and effective conversion method between the different gas models are studied in three-dimensional CFD simulations of an ORC radial-inflow turbine. 展开更多
关键词 ORGANIC Rankine Cycle (ORC) Radial-inflow Turbine ORGANIC Working Fluid Real GAS Effect Perfect GAS Approximation
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Influence of Surface Properties Modified with Fine Shot Peening on Scuffing 被引量:1
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作者 Yuya Omiya Masahiro Fujii +2 位作者 Ryo Ochiai Koshi Ishimoto Akihiro Ueda 《Journal of Surface Engineered Materials and Advanced Technology》 2018年第3期58-69,共12页
Recently, gears of high strength, reliability, and surface-damage-resistant under severe service conditions are required to achieve the weight saving and downsizing of a product. For the high-speed condition in partic... Recently, gears of high strength, reliability, and surface-damage-resistant under severe service conditions are required to achieve the weight saving and downsizing of a product. For the high-speed condition in particular, it is important to understand the influence of the surface properties on the scuffing resistance. If the effective surface profile to improve the lubrication property was found, the metal surfaces could be obtained with both surface strength and surface lubricity. Herein, the influence of surface properties modified with fine shot peening, which can form the arbitrary surface profile, on the scuffing resistance in the rolling-sliding contact machine element, was investigated. The scuffing test was performed using a two-cylinder rolling contact test machine. In a specific sliding, a faster roller of 60% and a sliding velocity of 1.75 m/s were utilized. The scuffing test results with shot-peened test rollers and those with non-shot-peened test roller were compared. The influence of the surface roughness of the shot-peened test roller was also discussed. We found that the shot-peened roller had a better scuffing resistance compared with the roller without the shot-peening process. 展开更多
关键词 Contact Element SCUFFING Shot PEENING SURFACE Properties SURFACE ROUGHNESS Micro Dimples
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FEM Simulation of Distortion and Residual Stress Generated by High Energy Beam Welding with Considering Phase Transformation 被引量:1
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作者 Y.-C. Kim M. Hirohata K. Inose 《Open Journal of Metal》 2014年第2期31-39,共9页
A series of experiments was carried out so as to elucidate the effect of the phase transformation in the cooling process on welding distortion and residual stress generated by laser beam welding (LBW) and laser-arc hy... A series of experiments was carried out so as to elucidate the effect of the phase transformation in the cooling process on welding distortion and residual stress generated by laser beam welding (LBW) and laser-arc hybrid welding (HYBW) on the high strength steel (HT780). Then, the experiments were simulated by 3D thermal elasticplastic analysis with FEM (Finite Element Method) which was performed with using the idealized mechanical properties considering the transformation superplasticity. From the results, the effects of the phase transformation on welding distortion and residual stress generated by LBW and HYBW were elucidated. Furthermore, the generality of the idealization of the mechanical properties was verified. 展开更多
关键词 WELDING DISTORTION Residual Stress LASER BEAM WELDING Laser-Arc Hybrid WELDING Phase Transformation FEM
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Stress Evaluation at the Maximum Strained State by EBSD and Several Residual Stress Measurements for Plastic Deformed Austenitic Stainless Steel 被引量:1
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作者 Yohei Sakakibara Keiji Kubushiro 《World Journal of Mechanics》 2017年第8期195-210,共16页
This paper studies a method for obtaining the stress with plastic deformation by finding the plastic strain on U-bent specimens of austenitic stainless steel that have been subjected to large plastic deformation using... This paper studies a method for obtaining the stress with plastic deformation by finding the plastic strain on U-bent specimens of austenitic stainless steel that have been subjected to large plastic deformation using the EBSD (Electron Backscatter Diffraction) method. The Mises stress calculated on the basis of the KAM of the EBSD shows good agreement with the stress that can be geometrically calculated from the U-bent specimens. In contrast, general methods for measuring residual stress on the basis of elastic strain produce residual stress measurement results that differ specimen by specimen. Thus, for true strain not less than 0.05, stress estimation based on the EBSD method produces better results than other general methods. 展开更多
关键词 STAINLESS Steel EBSD PLASTIC Strain MISORIENTATION
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Estimation of Service Lives and Operating Temperature Ranges of High-Temperature Lubricating Oils Using Thermal Analysis
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作者 Fumihiko Yokoyama 《Journal of Physical Science and Application》 2014年第8期516-523,共8页
Development of gas turbine oils that can be used in higher temperature conditions remains the greatest technological challenge. Though the maximum operating temperature of conventional lubricating oils is generally se... Development of gas turbine oils that can be used in higher temperature conditions remains the greatest technological challenge. Though the maximum operating temperature of conventional lubricating oils is generally set around 100 ℃, or 140 ℃ for scavenged oils, it is predicted that the future will require oils to function at 200 ℃ or above. To find a clue to developing oils that can be used at higher temperatures, this study attempted to estimate service lives and operating temperature ranges of certain oils, including oils conforming to MIL-PRF-23699, which are deemed promising candidates for high-temperature applications, by analyzing their reaction rates of degradation and degeneration by oxidation. Among a number of methods used in the analyses of reaction rates, this study chose thermo-gravimetry (TG), with which estimations can be made relatively easily. 展开更多
关键词 Gas turbine oil life high temperature.
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The Effect of Cold Working on Creep Rupture Strength and Microstructure of Ni-23Cr-7W Alloy
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作者 Yoshiki Shioda Keiji Kubushiro +2 位作者 Youhei Sakakibara Kyohei Nomura Yoshinori Murata 《World Journal of Mechanics》 2017年第10期283-295,共13页
In order to clarify the reason why the creep rupture time of pre-strained Ni-23Cr-7W Alloy (HR6W) is longer than that of the non-pre-strained HR6W, microstructures of HR6W after a series of creep tests were investigat... In order to clarify the reason why the creep rupture time of pre-strained Ni-23Cr-7W Alloy (HR6W) is longer than that of the non-pre-strained HR6W, microstructures of HR6W after a series of creep tests were investigated. The creep tests were conducted at 750&deg;C, 90 and 100 MPa. In the pre-strained samples, the grain boundary shielding ratio by precipitates was larger than that of the non-pre-strained sample. In addition, in the pre-strained samples the size of the M23C6 carbide in the grains was finer than in the non-pre-strained sample. The W content in the M23C6 carbide in the pre-strained samples tended to be larger than in the non-pre-strained sample. Therefore, the Ostwald ripening of the carbide was delayed and the size of M23C6 carbide was thought to be fine for a long time. These observations show that creep strength in the pre-strained samples is higher than that of the non-pre-strained sample because of both precipitation strengthening inside of the grains and grain boundaries. 展开更多
关键词 A-USC HR6W Cold Working CREEP Strength GRAIN BOUNDARY SHIELDING Ratio M23C6 CARBIDE
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Recent Progress in JAXA Project of Boiling Two-Phase Flow Experiment onboard ISS
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作者 Kiyosumi Fujii Masato Komasaki +8 位作者 Takashi Kurimoto Haruo Kawasaki Kenichiro Sawada Koichi Suzuki Hitoshi Asano Osamu Kawanami Ryoji Imai Yasuhisa Shinmoto Haruhiko Ohta 《Journal of Physical Science and Application》 2012年第4期71-79,共9页
The amount of waste heat in a space facility became larger, because of increase in the space platform size and its power consumption. It requires development of high-performance space thermal management systems handli... The amount of waste heat in a space facility became larger, because of increase in the space platform size and its power consumption. It requires development of high-performance space thermal management systems handling a large amount of waste. Boiling two-phase flow could become powerful means for this system because a boiling and condensation system is one of the most efficient modes of heat transfer due to phase change (liquid-vapor). However, gravity effects on boiling two-phase flow phenomena and the corresponding heat transfer characteristics are not clear. Therefore, we prepare the experiments of boiling two-phase flow utilizing a long-term microgravity environment onboard a Japanese Experimental Module "KIBO" in the International Space Station (ISS) as one of the JAXA official projects. In this paper, recent progress of the preparation for the project is reported. 展开更多
关键词 Boiling two-phase flow space science space technology ISS experiment microgravity.
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NUMERICAL ANALYSIS OF THE INFLUENCE OF THE TIP CLEARANCE FLOWS ON THE UNSTEADY CAVITATING FLOWS IN A THREE- D IMENSIONAL INDUCER 被引量:30
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作者 OKITA K. UGAJIN H. MATSUMOTO Y. 《Journal of Hydrodynamics》 SCIE EI CSCD 2009年第1期34-40,共7页
To clarify the influences of the tip clearance flows on the unsteady cavitating flow, the three-dimensional unsteady cavitating flows through both the two-dimensional cascades and the three-dimensional inducer with an... To clarify the influences of the tip clearance flows on the unsteady cavitating flow, the three-dimensional unsteady cavitating flows through both the two-dimensional cascades and the three-dimensional inducer with and without tip clearance are performed numerically. The governing equations for the compressible fluid flow with the DES turbulence model are employed with the assumption of the isentropic process of liquid phase. The evolution of cavities is represented as the source/sink of vapor phase. The basic equations in the curve linear coordinate are solved by the finite difference method. As the results of the three-dimensional cavitating flows through the two-dimensional cascades, the tip clearance flows from the pressure side to the suction side of the blade produces the tip vortex cavitation, which affects the sheet cavitation on the leading edge of the next blade and enhances the blockage effect near the casing than the flows without tip clearance. On the other hand, in the case of the three-dimensional inducer, the large backflow cavitation is observed around the inlet of the inducer, where the cavities are developed on the casing by the tip clearance flows. The large pressure gradient between the non-cavitating pressure side and the cavitating suction side enhances the tip clearance flows. The calculation considering the tip clearance reproduces the developed cavitation region similar to that of experimental visualizations. Additionally, the backflow cavitation rotates with the speed slower than the rotation speed of the inducer. Then, the rotation of backflow cavitation causes the periodic fluctuation of the outlet pressure greater than that of the inlet pressure. 展开更多
关键词 CAVITATION INDUCER tip clearance flow numerical analysis
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Influence of volute distortion on the performance of turbocharger centrifugal compressor with vane diffuser 被引量:5
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作者 ZHENG XinQian JIN Lei TAMAKI Hideaki 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第11期2778-2786,共9页
As the geometry of the volute of turbocharger compressor is non-axisymmetric,it causes a distortion at the outlet of the diffuser and influences the upstream components.A distortion model in which a pressure distortio... As the geometry of the volute of turbocharger compressor is non-axisymmetric,it causes a distortion at the outlet of the diffuser and influences the upstream components.A distortion model in which a pressure distortion was applied as outlet boundary condition was established to simulate the distortion induced by the volute.It turned out to be sufficient to impose a circumferentially asymmetric pressure distribution at the outlet of the diffuser to replace the volute.Based on the distortion model which was verified,the influence of the amplitude of the distortion on the performance of centrifugal compressor was studied in detail.The results show that the distortion severely harms aerodynamic stability of the investigated compressor.The larger the amplitude of the distortion,the worse the performance of the compressor.The distortion induced by asymmetric volute propagates to upstream components and causes local flow separation at part of diffuser and impeller,and then causes the compressor surge.When the amplitude of the volute distortion is 10%,the stable flow range of the centrifugal compressor decreases to near zero.To authors’knowledge,the relationship between the compressor performance and distortion amplitude is first obtained quantitatively,which provides evidence to improve the performance of turbocharger compressor by decreasing the distortion induced by asymmetric volute. 展开更多
关键词 TURBOCHARGER vane diffuser centrifugal compressor stability DISTORTION
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Measurement and Numerical Simulation of a Small Centrifugal Compressor Characteristics at Small or Negative Flow Rate 被引量:3
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作者 Kaname Tsukamoto Mizuki Okada +2 位作者 Yuzo Inokuchi Nobuhiko Yamasaki Akihiro Yamagata 《Journal of Thermal Science》 SCIE EI CAS CSCD 2017年第2期107-112,共6页
For centrifugal compressors used in automotive turbochargers, the extension of the surge margin is demanded because of lower engine speed. In order to estimate the surge line exactly, it is required to acquire the com... For centrifugal compressors used in automotive turbochargers, the extension of the surge margin is demanded because of lower engine speed. In order to estimate the surge line exactly, it is required to acquire the compressor characteristics at small or negative flow rate. In this paper, measurement and numerical simulation of the characteristics at small or negative flow rate are carried out. In the measurement, an experimental facility with a valve immediately downstream of the compressor is used to suppress the surge. In the numerical work, a new boundary condition that specifies mass flow rate at the outlet boundary is used to simulate the characteristics around the zero flow rate region. Furthermore, flow field analyses at small or negative flow rate are performed with the numerical results. The separated and re-circulated flow fields are investigated by visualization to identify the origin of losses. 展开更多
关键词 centrifugal compressor TURBOCHARGER MEASUREMENT CFD RANS SURGE small flow negative flow
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Study on Rotational Frequency Noise in a Centrifugal Compressor for Automobile Turbochargers 被引量:3
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作者 Daichi Wakaki Yuta Sakuka +1 位作者 Nobuhiko Yamasaki Akihiro Yamagata 《Journal of Thermal Science》 SCIE EI CAS CSCD 2014年第1期53-59,共7页
The rotational frequency noise(also known as the pulsation noise) due to the mistuning of impeller blade rows introduced at the manufacturing stage of the impellers is observed in the small-sized centrifugal compresso... The rotational frequency noise(also known as the pulsation noise) due to the mistuning of impeller blade rows introduced at the manufacturing stage of the impellers is observed in the small-sized centrifugal compressor for automobile turbochargers. The present paper addresses the elucidation of the generating mechanism and parameter dependency such as the kind and degree of mistuning. In order to analyze numerically the rotational frequency noise due to mistuning, the unsteady computational fluid dynamics(CFD) of the whole compressor including volute is executed, and the resultant time history of the pressure is fed into the spectral analysis. 展开更多
关键词 Centrifugal compressor IMPELLER DIFFUSER VOLUTE Pulsation noise Mistuning
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A novel experimental method to evaluate the impact of volute's asymmetry on the performance of a high pressure ratio turbocharger compressor 被引量:4
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作者 LIN Yun ZHENG XinQian +2 位作者 JIN Lei TAMAKI Hideaki KAWAKUBO Tomoki 《Science China(Technological Sciences)》 SCIE EI CAS 2012年第6期1695-1700,共6页
All components of a turbocharger compressor are axisymmetric except for the spiral-shaped,gas-collecting overhung volute.In this paper,a novel experimental method to evaluate the impact of the volute's asymmetry o... All components of a turbocharger compressor are axisymmetric except for the spiral-shaped,gas-collecting overhung volute.In this paper,a novel experimental method to evaluate the impact of the volute's asymmetry on centrifugal compressor performance is proposed and applied to a high pressure-ratio turbocharger compressor.This method can isolate the impact of the volute's asymmetry on the compressor performance for the first time.Experiments prove the considerable impact of the volute's asymmetry on the compressor performance,especially the stability and efficiency.The impact of the volute's asymmetry on compressor stability correlates with rotational speed and thus with the pressure ratio,constricting the stable flow range by up to 47 percent and decreasing the maximum efficiency by 4.8 percent at the design speed.The results provide evidence to exploit the potential of intrinsic non-axisymmetric flow induced by asymmetric volute to improve the performance of turbocharger compressor with a high pressure ratio. 展开更多
关键词 high pressure-ratio TURBOCHARGER centrifugal compressor volute IC engine
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CFD Simulation of Pulsation Noise in a Small Centrifugal Compressor with Volute and Resonance Tube 被引量:2
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作者 Daich Wakaki Yuta Sakuka +3 位作者 Yuzo Inokuchi Kosuke Ueda Nobuhiko Yamasaki Akihiro Yamagata 《Journal of Thermal Science》 SCIE EI CAS CSCD 2015年第1期24-29,共6页
The rotational frequency tone noise emitted from the automobile turbocharger is called the pulsation noise. The cause of the pulsation noise is not fully understood, but is considered to be due to some manufacturing e... The rotational frequency tone noise emitted from the automobile turbocharger is called the pulsation noise. The cause of the pulsation noise is not fully understood, but is considered to be due to some manufacturing errors, which is called the mistuning. The effects of the mistuning of the impeller blade on the noise field inside the flow passage of the compressor are numerically investigated. Here, the flow passage includes the volute and duct located downstream of the compressor impeller. Our numerical approach is found to successfully capture the wavelength of the pulsation noise at given rotational speeds by the comparison with the experiments. One of the significant findings is that the noise field of the pulsation noise in the duct is highly one-dimensional although the flow fields are highly three-dimensional. 展开更多
关键词 Pulsation Tone Noise CFD URANS Centrifugal Compressor TURBOCHARGER VOLUTE
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Numerical Simulation for Fan Broadband Noise Prediction 被引量:2
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作者 Takaaki Hase Nobuhiko Yamasaki Tsutomu Ooishi 《Journal of Thermal Science》 SCIE EI CAS CSCD 2011年第1期58-63,共6页
In order to elucidate the broadband noise of fan,the numerical simulation of fan operating at two different rotational speeds is carried out using the three-dimensional unsteady Reynolds-averaged Navier-Stokes (URANS)... In order to elucidate the broadband noise of fan,the numerical simulation of fan operating at two different rotational speeds is carried out using the three-dimensional unsteady Reynolds-averaged Navier-Stokes (URANS) equations.The computed results are compared to experiment to estimate its accuracy and are found to show good agreement with experiment.A method is proposed to evaluate the turbulent kinetic energy in the framework of the Spalart-Allmaras one equation turbulence model.From the calculation results,the turbulent kinetic energy is visualized as the turbulence of the flow which leads to generate the broadband noise,and its noise sources are identified. 展开更多
关键词 Broadband Noise Fan Noise Rotor-Stator Interaction URANS
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Experimental and Numerical Investigation on Compressor Cascade Flows with Tip Clearance at a Low Reynolds Number Condition 被引量:3
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作者 Hiromasa Kato Hideo Taniguchi +3 位作者 Kazunari Matsuda Ken-ichi Funazaki Dai Kato Guillaume Pallot 《Journal of Thermal Science》 SCIE EI CAS CSCD 2011年第6期481-485,共5页
High flow rate aeroengines typically employ axial flow compressors, where aerodynamic loss is predominantly due to secondary flow features such as tip leakage and comer vortices. In very high altitude missions, turbo-... High flow rate aeroengines typically employ axial flow compressors, where aerodynamic loss is predominantly due to secondary flow features such as tip leakage and comer vortices. In very high altitude missions, turbo- machinery operates at low density ambient atmosphere, and the recent trend toward more compact engine core inevitably leads to the reduction of blade size, which in turn increases the relative height of the blade tip clearance. Low Reynolds number fiowfield as a result of these two factors amplifies the relative importance of secondary flow effects. This paper focuses on the behavior of tip leakage flow, investigating by use of both experimental and numerical approaches. In order to understand the complex secondary flow behavior, cascade tests are usually conducted using intrusive probes to determine the loss. However relatively few experimental studies are pub- lished on tip leakage flows which take into account the interaction between a rotating blade row and its casing wall. Hence a new linear cascade facility has been designed with a moving belt casing in order to reproduce more realistic flowfield as encountered by a rotating compressor row. Numerical simulations were also performed to aid in the understanding of the complex flow features. The experimental results indicate a significant difference in the flowfield when the moving belt casing is present. The numerical simulations reveal that the leakage vortex is pulled by the shearing motion of the endwall toward the pressure side of the adjacent blade. The results highlight the importance of casing wall relative motion in analyzing leakage flow effects. 展开更多
关键词 COMPRESSOR tip leakage flow
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