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深度学习在踝关节软骨MRI BLADE序列成像中的应用
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作者 孙岩 邹月芬 +1 位作者 庄启湘 刘可夫 《中国中西医结合影像学杂志》 2025年第5期634-639,共6页
目的:探讨人工智能超分辨增强(SRE)算法和去噪增强(DNE)算法深度学习在踝关节软骨MRI刀锋(BLADE)序列成像中的应用。方法:选择踝关节软骨损伤患者(患者组)和踝关节健康志愿者(对照组)各15例。先完成MRI校准水模成像,2组再行不同K空间BL... 目的:探讨人工智能超分辨增强(SRE)算法和去噪增强(DNE)算法深度学习在踝关节软骨MRI刀锋(BLADE)序列成像中的应用。方法:选择踝关节软骨损伤患者(患者组)和踝关节健康志愿者(对照组)各15例。先完成MRI校准水模成像,2组再行不同K空间BLADE序列成像(覆盖率分别为50.5%和100%),通过SER和DNE对原始MRI图像行SER和DNE深度学习。比较水模2种BLADE序列原始图像与SRE、DNE图像的SNR,以及对照组踝软骨2种BLADE序列原始图像及SRE、DNE图像的SNR和CNR(软骨/软骨下骨,软骨/滑液)。由2位医师对患者组2种BLADE序列及其深度学习后的SRE和DNE的图像质量进行比较,主观评分包括非损伤软骨区域解剖细节、损伤软骨区域诊断价值、噪声及伪影3个方面。结果:BLADE-50.5%序列扫描时间仅为BLADE-100%的51.25%。水模BLADE-50.5%、BLADE-100%原始图像SNR分别为38.37(23.02,53.06),54.91(45.18,60.47);BLADE-50.5%-SRE、BLADE-50.5%-DNE的SNR分别为54.60(25.10,74.54)和61.26(26.75,84.94),两者与水模BLADE-100%原始图像SNR两两比较,差异均无统计学意义(均P>0.05)。对照组6种图像间SNR软骨的差异有统计学意义(P<0.001);两两比较,2种原始图像与BLADE-50.5%-SRE、BLADE-100%-SRE、BLADE-100%-DNE图像间的差异均有统计学意义(均P<0.05)。对照组6种图像CNR软骨/软骨下骨的差异有统计学意义(P<0.001);两两比较,2种原始图像与BLADE-50.5%-SRE、BLADE-100%-SRE、BLADE-100%-DNE图像间的差异均有统计学意义(均P<0.05)。对照组6种图像CNR软骨/滑液的差异有统计学意义(P<0.001);两两比较,2种原始图像与深度学习后4种图像间CNR软骨/滑液的差异均有统计学意义(均P<0.05)。患者组在非损伤软骨区域3层结构、损伤软骨区域诊断特征、噪声及运动伪影3个方面,经SRE、DNE深度学习后的图像主观评分均高于原始影像(均P<0.05),且以BLADE-100%-SRE评分最高,BLADE-50.5%-SRE次之。结论:利用深度学习(SRE和DNE)可获得比原始图像质量更好的踝软骨图像;且SRE的SNR和CNR更高,在对踝软骨损伤主观评价上表现最好。 展开更多
关键词 磁共振成像 深度学习 踝关节 blade序列 软骨损伤
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Gamma 3 U-Blade系统治疗老年骨质疏松性股骨转子间骨折的早期疗效 被引量:2
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作者 范文斌 石柳 +4 位作者 谢添 张程 陈翔溆 陈辉 芮云峰 《中国修复重建外科杂志》 北大核心 2025年第1期47-52,共6页
目的与Gamma 3髓内钉比较,探讨Gamma 3 U-Blade系统治疗老年骨质疏松性股骨转子间骨折的早期疗效。方法回顾性分析2020年2月—2023年2月收治且符合选择标准的124例老年骨质疏松性股骨转子间骨折患者临床资料,内固定术中采用普通Gamma 3... 目的与Gamma 3髓内钉比较,探讨Gamma 3 U-Blade系统治疗老年骨质疏松性股骨转子间骨折的早期疗效。方法回顾性分析2020年2月—2023年2月收治且符合选择标准的124例老年骨质疏松性股骨转子间骨折患者临床资料,内固定术中采用普通Gamma 3髓内钉65例(对照组)、Gamma 3 U-Blade系统59例(UB组)。两组患者年龄、性别、身体质量指数、美国麻醉医师协会(ASA)分级、骨密度、受伤至手术时间以及骨折分型、侧别等基线资料比较,差异均无统计学意义(P>0.05),具有可比性。比较两组手术时间、术中出血量、住院时间、骨折愈合时间,术后即刻尖顶距、骨折复位质量、拉力螺钉位置,末次随访时拉力螺钉滑动距离、颈干角变化值,术后12个月髋关节Harris评分,以及内固定相关并发症发生情况。结果UB组手术时间、术中出血量及住院时间较对照组略增加,但差异无统计学意义(P>0.05)。两组患者均获随访,随访时间12~24个月,平均17.1个月。术后12个月,两组髋关节Harris评分差异均无统计学意义(P<0.05)。影像学复查示,两组尖顶距、骨折复位质量、拉力螺钉位置组间差异均无统计学意义(P>0.05);骨折均顺利愈合,且愈合时间差异亦无统计学意义(P>0.05)。末次随访时,UB组颈干角变化值、拉力螺钉滑动距离均小于对照组,差异有统计学意义(P<0.05)。随访期间,UB组无内固定相关并发症发生,对照组6例(9.2%)发生并发症,发生率组间差异有统计学意义(P<0.05)。结论使用Gamma 3 U-Blade系统治疗老年骨质疏松性股骨转子间骨折可以获得良好早期疗效,影像学结果优于普通Gamma 3髓内钉。 展开更多
关键词 股骨转子间骨折 Gamma 3 U-blade系统 髓内钉 内固定 骨质疏松 老年人
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3D Vane序列结合膈肌导航技术在肝脏TIWI中应用的可行性探讨
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作者 穆晶 袁颖 《中国CT和MRI杂志》 2025年第1期109-111,共3页
目的 对比分析常规肝脏T1WI快速成像屏气检查3D mDixon序列与应用膈肌导航技术在自由呼吸下采集的3D Vane序列的图像质量,探讨膈肌导航技术结合3D Vane序列自由呼吸下扫描肝脏T1WI检查中的可行性。方法 选取2023年3月至10月期间的70名肝... 目的 对比分析常规肝脏T1WI快速成像屏气检查3D mDixon序列与应用膈肌导航技术在自由呼吸下采集的3D Vane序列的图像质量,探讨膈肌导航技术结合3D Vane序列自由呼吸下扫描肝脏T1WI检查中的可行性。方法 选取2023年3月至10月期间的70名肝脏MR扫描患者,根据患者屏气情况分成A组(≥18s)、B组(<18秒),两组均采用常规3D m Dixon序列进行屏气扫描与膈肌导航技术结合3D Vane序列自由呼吸扫描。由2名具有多年诊断经验的医师采用双盲法对图像的肝脏边缘锐利度、肝脏血管清晰度、脂肪抑制效果及图像伪影四个方面对图像质量进行主观评分,并在肝门水平层面选取肝脏右叶、竖脊肌及背景区域划定感兴趣区(RDI),测量两组图像肝脏及竖脊肌的信号强度(signal,SI)及图像背景噪声值(standard deviation,SD),并且计算图像的信噪比(signal to noise,SNR)及对比噪声比(contrast to noise ratio,CNR)。使用配对样本t检验和WilCoxon检验对两组肝脏图像信噪比、对比噪声比及两组图像主观评分进行统计学分析。结果实验A组的3D Vane序列与3D mDixon序列的SNR、CNR及主观评分差异均无统计学意义(均P>0.05)。实验B组3D Vane序列的SNR为35.84±9.10,高于3D mDixon序列,差异有统计学意义(P<0.05),实验B组3D Vane序列图像主观评分均高于3D mDixon序列,差异有统计学意义(P<0.05)。结论 膈肌导航技术结合3D Vane序列可用于腹部T1WI中扫描。对于屏气欠佳或无法屏气配合的患者可在自由呼吸下扫描,获得到满足诊断要求的影像。 展开更多
关键词 膈肌导航技术 3D vane 自由呼吸 肝脏T1WI
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Influence of Blade Outlet Angles on Separation Performance of Guide Vane Type Axial Flow Cyclone Tube
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作者 XING Xiaolong PU Wenhao YANG Yu 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2021年第S01期24-31,共8页
The influences of the internal and external outlet angles on separation performance and flow field are compared and analyzed. Two arc functions are employed for controlling the internal and external angles. The separa... The influences of the internal and external outlet angles on separation performance and flow field are compared and analyzed. Two arc functions are employed for controlling the internal and external angles. The separation process in the cyclone tube is calculated by using two-fluid model based on the Eulerian-Eulerian method.The results show that the structure with the internal outlet angle smaller than the external one is more beneficial to the separation performance. It is found that the small internal angle can help increase the swirl number,while the small external angle can help increase the friction coefficient. Several groups of numerical simulations are conducted for the air intake unit of the gas turbine in practice. When the internal outlet angle is 35° and the external outlet angle is 40°,the blade has sufficient cyclone strength and the separation rate of particles with diameters of 10—100 μm is between70%—98%. The small blade angle is more conducive to the separation of fine particles,leading to violent collision of large particles on the outer wall and reduction of separation efficiency. In addition,reducing the external angle is conducive to the discharge of large particles. 展开更多
关键词 axial flow blade parameters outlet angles separation performance
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Size of the ulna and taxonomic order affect vane dimensions of secondary remiges in birds 被引量:1
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作者 D.C.Deeming E.P.Bayliss E.Ketley 《Avian Research》 2025年第2期284-290,共7页
The number of secondary feathers varies among orders of birds with some orders exhibiting a positive relationship with ulna length,whereas in other orders secondary number is invariant.This difference has implications... The number of secondary feathers varies among orders of birds with some orders exhibiting a positive relationship with ulna length,whereas in other orders secondary number is invariant.This difference has implications for scaling of the width of the feather vane within orders.In those species where the number of secondary remiges is invariant with ulna length,vane width should scale isometrically with ulna size to maintain an aerodynamic flight surface.Where feather count increases with increasing ulna length then vane width should exhibit negative allometry.Vane length should also correlate with ulna length,irrespective of the number of feathers.Data were compiled from an online library of images for the vane length and the width of the vane at 50%of the vane length for the fifth secondary feather for 209 bird species from 24 different orders.The results supported the hypotheses that vane width is a function of ulna size,and the number of secondary feathers as associated with different orders.Vane length was unaffected by the number of secondaries but varied between orders.The results suggest that birds have solved the problem of maintaining the aerodynamic surface of the proximal wing in two ways.Hence as ulna length increases the first solution involves more feathers that exhibit negative allometry for vane width,or in the second where feather count doesn't change,the vane width simply scales isometrically.The implications for the mechanical properties of the vane,and how it affects wing function,have not yet been explored in a range of birds. 展开更多
关键词 AVIAN FEATHER Secondary remiges Ulna length vane length vane width
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Influence of helical blades on the horizontal bearing capacity of spiral piles for offshore wind power 被引量:2
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作者 DING Hongyan HAN Tianqi +2 位作者 ZHANG Puyang LUO Jianhua LE Conghuan 《Journal of Southeast University(English Edition)》 2025年第3期314-324,共11页
Spiral pile foundations,as a promising type of foundation,are of significant importance for the development of offshore wind energy,particularly as it moves toward deeper waters.This study conducted a physical experim... Spiral pile foundations,as a promising type of foundation,are of significant importance for the development of offshore wind energy,particularly as it moves toward deeper waters.This study conducted a physical experiment on a three-spiral-pile jacket foundation under deep-buried sandy soil conditions.During the experiment,horizontal displacement was applied to the structure to thoroughly investigate the bearing characteristics of the three-spiral-pile jacket foundation.This study also focused on analyzing the bearing mechanisms of conventional piles compared with spiral piles with different numbers of blades.Three different working conditions were set up and compared,and key data,such as the horizontal bearing capacity,pile shaft axial force,and spiral blade soil pressure,were measured and analyzed.The results show the distinct impacts of the spiral blades on the compressed and tensioned sides of the foundation.Specifically,on the compressed side,the spiral blades effectively enhance the restraint of the soil on the pile foundation,whereas on the tensioned side,an excessive number of spiral blades can negatively affect the structural tensile performance to some extent.This study also emphasizes that the addition of blades to the side of a single pile is the most effective method for increasing the bearing capacity of the foundation.This research aims to provide design insights into improving the bearing capacity of the foundation. 展开更多
关键词 offshore wind power spiral pile helical blade bearing capacity
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A Review of the Hydrodynamic Damping Characteristics of Blade-like Structures:Focus on the Quantitative Identification Methods and Key Influencing Parameters 被引量:1
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作者 Yongshun Zeng Zhaohui Qian +1 位作者 Jiayun Zhang Zhifeng Yao 《哈尔滨工程大学学报(英文版)》 2025年第1期21-34,共14页
Ocean energy has progressively gained considerable interest due to its sufficient potential to meet the world’s energy demand,and the blade is the core component in electricity generation from the ocean current.Howev... Ocean energy has progressively gained considerable interest due to its sufficient potential to meet the world’s energy demand,and the blade is the core component in electricity generation from the ocean current.However,the widened hydraulic excitation frequency may satisfy the blade resonance due to the time variation in the velocity and angle of attack of the ocean current,even resulting in blade fatigue and destructively interfering with grid stability.A key parameter that determines the resonance amplitude of the blade is the hydrodynamic damping ratio(HDR).However,HDR is difficult to obtain due to the complex fluid-structure interaction(FSI).Therefore,a literature review was conducted on the hydrodynamic damping characteristics of blade-like structures.The experimental and simulation methods used to identify and obtain the HDR quantitatively were described,placing emphasis on the experimental processes and simulation setups.Moreover,the accuracy and efficiency of different simulation methods were compared,and the modal work approach was recommended.The effects of key typical parameters,including flow velocity,angle of attack,gap,rotational speed,and cavitation,on the HDR were then summarized,and the suggestions on operating conditions were presented from the perspective of increasing the HDR.Subsequently,considering multiple flow parameters,several theoretical derivations and semi-empirical prediction formulas for HDR were introduced,and the accuracy and application were discussed.Based on the shortcomings of the existing research,the direction of future research was finally determined.The current work offers a clear understanding of the HDR of blade-like structures,which could improve the evaluation accuracy of flow-induced vibration in the design stage. 展开更多
关键词 blade fatigue Hydrodynamic damping ratio Identification method Affecting factors Prediction formula
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Design of Rotary Vane Pump Based on Numerical Simulation and Performance Research
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作者 REN Zheng SONG Qiao-le 《印刷与数字媒体技术研究》 北大核心 2025年第5期286-291,共6页
In the printing industry,vacuum pumps play a critical role in sheet feeding and gripping processes.In order to improve the efficiency of vacuum pumps,By analyzing the internal flow field of the vane type vacuum pump,t... In the printing industry,vacuum pumps play a critical role in sheet feeding and gripping processes.In order to improve the efficiency of vacuum pumps,By analyzing the internal flow field of the vane type vacuum pump,the CFD method was used to simulate the internal flow field of the air pump,and it was found that a main vortex was formed near the rotor of the trailing blade.Based on this observation,a new rotor shape design was proposed in this study,which design places arc-shaped depressed on the circumference of the rotor where the main vortex forms.The existence of the depression facilitated forward motion of the main airflow and thus effectively restricting reverse flow.Simulation results demonstrated that the proposed design is able to decrease pressure-induced torque load on the pump,and the reduction increases for an increasing operating speed.For all three operating speeds tested,the reduction in pressure-induced torque ranges from 5%to up to 10%comparing to the original pump. 展开更多
关键词 Rotary vane pump CFD Novel design Mechanical efficiency Vacuum pump
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On the subspace selection and frequency identification of rotor blade vibration signal measured by blade tip timing
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作者 Zengkun WANG Zhibo YANG +3 位作者 Baijie QIAO Min YE Hao ZUO Baoqing DING 《Chinese Journal of Aeronautics》 2025年第7期273-284,共12页
Anti-aliasing spectrum analysis is essential for rotor blade condition monitoring based on Blade Tip Timing(BTT).The Multiple Signal Classification(MUSIC)algorithm,which exploits the orthogonality between signal and n... Anti-aliasing spectrum analysis is essential for rotor blade condition monitoring based on Blade Tip Timing(BTT).The Multiple Signal Classification(MUSIC)algorithm,which exploits the orthogonality between signal and noise subspaces,has been successfully applied for this purpose.However,conventional subspace selection methods relying on fixed thresholds are sensitive to variations in large eigenvalues.Furthermore,the complex disturbances during rotor operation and measurement complicate the identification of blade vibration characteristics.To overcome these challenges,this paper proposes Adaptive Subspace Separation(ASS)and Local Spectral Centroid(LSC)methods to improve the adaptability of subspace selection and the stability of frequency identification,respectively.The impacts of overestimating and underestimating the subspace dimensions on MUSIC's performance are derived mathematically.Simulation and experiments demonstrate the effectiveness of proposed approaches:ASS offers more accurate and stable subspace dimension selection and tracking,while LSC reduces the standard deviation of estimated frequencies by 30 percent. 展开更多
关键词 blade tip timing Rotor blade Signal subspace Spectrum analysis MUSIC
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An experimental study of noise generated by tandem blades
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作者 Xiaolong TANG Fan TONG +3 位作者 Chao WANG Jue DING Guangming LI Xiaoquan YANG 《Chinese Journal of Aeronautics》 2025年第2期143-160,共18页
To facilitate the low-noise design of tandem lift bodies as applied in aeroengines and aircraft,the acoustic features of tandem blades are investigated by wind-tunnel experiments.This is further specialized for the ro... To facilitate the low-noise design of tandem lift bodies as applied in aeroengines and aircraft,the acoustic features of tandem blades are investigated by wind-tunnel experiments.This is further specialized for the rotating blades applied in contra-rotating open rotors under the concept of frozen-rotor.A 70-channel phased microphone array and nine high-precision free-field microphones are employed.The beamforming method,enhanced by a source filtering technique,is employed to locate noise sources,providing insights into the source patterns of blade-blade interaction noise concerning flow speed,blade spacing,and aft blade clipping.The results show the following:(A)Sources of tandem-blade noise exist in the form of concentrated source clusters,resulting in two major clusters:the mid-span interaction noise and the tip-induced noise.(B)These source clusters tend to separate as flow speed or blade spacing increases.(C)By increasing blade spacing,the band-pass filtered overall sound pressure level is reduced by 2.9 dB.(D)A two-phase noise suppression pattern is observed with blade clipping,resulting in a total reduction of 3.0 dB for the interaction noise through the removal of tip-induced noise sources and the replacement of mid-span noise sources.Based on these findings,suggestions concerning blade spacing and clipping are discussed. 展开更多
关键词 Tandem blades Contra-rotating open rotor Noise BEAMFORMING blade spacing and clipping Wind tunnel test
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Genome-wide evolutionary and comparative analysis of superoxide dismutase gene family in three bladed Bangiales species
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作者 Jianhui CHANG Karsoon TAN Dahai GAO 《Journal of Oceanology and Limnology》 2025年第4期1282-1297,共16页
As a key component of the plant antioxidant enzymatic system,superoxide dismutase(SOD)can efficiently protect cells from oxidative stress and maintain redox homeostasis.Currently,there are few studies related to SOD g... As a key component of the plant antioxidant enzymatic system,superoxide dismutase(SOD)can efficiently protect cells from oxidative stress and maintain redox homeostasis.Currently,there are few studies related to SOD genes in various taxa of algae,and the specific functions and evolutionary patterns of these family members remain unclear.In this study,comprehensively evolutionary analysis of SOD gene family in the bladed Bangiales was carried out.A total of 9,10,and 12 SOD genes were identified from three species of Pophyra umbilicalis,Pyropia haitanensis,and Pyropia yezoensis,respectively.Based on phylogenetic analysis,SOD gene members within the same subfamily exhibited similar motif patterns as well as conserved domains,which could be attribute to Cu/Zn-SOD and Fe/Mn-SOD.The promoter regions of SOD genes were rich in hormone-responsive,stress-responsive,and growth cis-acting elements,with variations and similarities observed among different species of other red algae and subfamilies.According to subcellular location prediction,it is suggested that Cu/Zn-SOD was predominantly located in chloroplasts,while Fe/Mn-SOD was primarily located in mitochondria.Also,the two subfamilies differed significantly in the two-/three-dimensional protein structures.In terms of gene evolution,the strongest collinearity relationship was shown between Pyropia haitanensis and Pyropia yezoensis,with all the 1꞉1 orthologous gene pair being subjected to a purifying selection(Ka/Ks<1,Ka:non-synonymy rate;Ks:synonymy rate).Moreover,12 SOD genes underwent positive selection during the evolutionary process.Furthermore,gene expression analysis based on transcriptomic data from Pyropia haitanensis showed that the expression patterns of SOD genes varied under different stress conditions.Together,this study revealed the evolutionary pattern of SOD genes in three bladed Bangiales species,which will lay the foundation for subsequent studies on the function of SOD genes. 展开更多
关键词 superoxide dismutase bladed Bangiales gene family evolutionary analysis
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Experimental investigation of instability inception on a transonic compressor under various inlet guide vanes
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作者 Tianyu PAN Jingsai ZHOU +2 位作者 Wenqian WU Zhaoqi YAN Qiushi LI 《Chinese Journal of Aeronautics》 2025年第3期18-29,共12页
The utilization of Inlet Guide Vane (IGV) plays a key factor in affecting the instability evolution. Existing literature mainly focuses on the effect of IGV on instability inception that occurs in the rotor region. Ho... The utilization of Inlet Guide Vane (IGV) plays a key factor in affecting the instability evolution. Existing literature mainly focuses on the effect of IGV on instability inception that occurs in the rotor region. However, with the emergence of compressor instability starting from the stator region, the mechanism of various instability inceptions that occurs in different blade rows due to the change of IGV angles should be further examined. In this study, experiments were focused on three types of instability inceptions observed previously in a 1.5-stage axial flow compressor. To analyze the conversion of stall evolutions, the compressor rotating speed was set to 17 160 r/min, at which both the blade loading in the stator hub region and rotor tip region were close to the critical value before final compressor stall. Meanwhile, the dynamic test points with high-response were placed to monitor the pressures both at the stator trailing edges and rotor tips. The results indicate that the variation of reaction determines the region where initial instability occurs. Indeed, negative pre-rotation of the inlet guide vane leads to high-reaction, initiating stall disturbance from the rotor region. Positive pre-rotation results in low-reaction, initiating stall disturbance from the stator region. Furthermore, the type of instability evolution is affected by the radial loading distribution under different IGV angles. Specifically, a spike-type inception occurs at the rotor blade tip with a large angle of attack at the rotor inlet (−2°, −4° and −6°). Meanwhile, the critical total pressure ratio at the rotor tip is 1.40 near stall. As the angle of attack decreases, the stator blade loading reaches its critical boundary, with a value of approximately 1.35. At this moment, if the rotor tip maintains high blade loading similar to the stator hub, the partial surge occurs (0° and +2°);otherwise, the hub instability occurs (+4° and +6°). 展开更多
关键词 Transonic comnpressor Inlet guide vane Instability inception Partial suge SPIKE Hub instability
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Optimization of Guide Vane Geometry in a Pump-as-Turbine through an Orthogonal Test Approach
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作者 Fengxia Shi Pengcheng Wang +1 位作者 Haonan Zhan Xiangyun Shi 《Fluid Dynamics & Materials Processing》 2025年第5期1221-1238,共18页
To investigate the impact of guide vane geometry—specifically,outlet angle,blade count,and radial height—on the performance of a Pump as Turbine(PAT),radial guide vanes were introduced upstream of the impeller in an... To investigate the impact of guide vane geometry—specifically,outlet angle,blade count,and radial height—on the performance of a Pump as Turbine(PAT),radial guide vanes were introduced upstream of the impeller in an IS80-50-315 low-specific-speed centrifugal PAT.Using an orthogonal test design,numerical simulations were conducted on 16 different PAT configurations,and the influence of vane geometry on performance was analyzed through a range analysis to determine the optimal parameter combinations.The results indicate that the number of guide vane blades significantly affects both the hydraulic efficiency and water head of the PAT under optimal operating conditions.Notably,the hydraulic efficiency of Configuration No.1(featuring five guide vane blades,a 6°outlet angle,and a 46 mm radial height)is 4.31%higher than that of Configuration No.13(with the same blade count but a 9°outlet angle and a 52 mm radial height).Additionally,Configuration No.1 exhibits lower turbulence kinetic energy dissipation and reduced blade loading.Furthermore,the study reveals that a smaller guide vane outlet angle and reduced radial height contribute to improved operational stability. 展开更多
关键词 Pump as turbine radial guide vanes orthogonal test transient analysis
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A Review of Wind Turbine Blade Morphing:Power,Vibration,and Noise
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作者 Md.Mahbub Alam 《Fluid Dynamics & Materials Processing》 2025年第4期657-695,共39页
Wind turbines play a vital role in renewable energy production.This review examines advancements in wind turbine blade morphing technologies aimed at enhancing power coefficients,reducing vibrations,andminimizing nois... Wind turbines play a vital role in renewable energy production.This review examines advancements in wind turbine blade morphing technologies aimed at enhancing power coefficients,reducing vibrations,andminimizing noise generation.Efficiency,vibration,and noise levels can be optimized through morphing techniques applied to the blade’s shape,leading edge,trailing edge,and surface.Leading-edge morphing is particularly effective in improving efficiency and reducing noise,as flow attachment and separation at the leading edge significantly influence lift and vortex generation.Morphing technologies often draw inspiration from bionic designs based on natural phenomena,highlighting the potential of biomimicry to improve aerodynamic performance and energy capture.Understanding fluid-structure interactions is critical to ensuring the lifespan,performance,and safety of wind turbine blades,which directly affect operational efficiency and noise levels.This review underscores the importance of comprehending the interdependencies between aerodynamics,vibration,and noise to guide future research and policy in sustainable wind energy development.By summarizing key advancements in the field,this paper serves as a valuable resource for researchers,policymakers,and industry leaders involved in wind energy technologies. 展开更多
关键词 Wind turbine blade morphing EFFICIENCY VIBRATION noise BIONIC renewable energy
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Prediction method of resonant response of rotor blades considering multi-row effects on aerodynamic damping
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作者 Yongbo YU Yanrong WANG Le HAN 《Chinese Journal of Aeronautics》 2025年第9期65-82,共18页
This study investigates the forced vibration response of a two-row model of an Inlet Guide Vane(IGV)and rotor at resonance speed through numerical simulations.A resonant response prediction method based on equivalent ... This study investigates the forced vibration response of a two-row model of an Inlet Guide Vane(IGV)and rotor at resonance speed through numerical simulations.A resonant response prediction method based on equivalent damping balance has been validated,which ensures computational accuracy while reducing response calculation time to only 1%of the traditional transient response method.At resonance speed,unsteady pressure disturbances on the rotor blade surface mainly arise from two sources:IGV wakes and blade vibrations.The unsteady pressure caused by the IGV wakes provides excitation for the system,while the unsteady pressure caused by rotor blade vibrations provides damping.By studying the characteristics of unsteady pressure caused by IGV wakes and vibrations at resonance speed,a method for separating unsteady pressure caused by stator wakes and vibrations has been presented,accurately obtaining aerodynamic damping under multi-row resonance conditions.Compared to the aerodynamic damping obtained from multi-row scenarios without separating unsteady pressures caused by stator wakes and vibrations,and the traditional isolated blade row scheme,the aerodynamic damping considering the effects of multi-row and IGV wakes at resonance speed is smaller.Based on the separated unsteady pressures caused by IGV wakes and vibrations,and combined with the equivalent damping balance method for predicting forced response,a forced response analysis method considering both flow field disturbance excitation and damping effects has been established. 展开更多
关键词 Aerodynamic damping blade vibration Excitation force Forced response Vibrational stress
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An optimization framework for enhancing profile accuracy in robotic grinding of compressor blade edge
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作者 Heng LI Lai ZOU +3 位作者 Chong LV Ziling WANG Wenxi WANG Yun HUANG 《Chinese Journal of Aeronautics》 2025年第5期473-488,共16页
The machining precision of blades is critical to the service performance of aero engines.The Leading Edge(LE) of high-pressure compressor blades poses a challenge for precision machining due to its thin size, high deg... The machining precision of blades is critical to the service performance of aero engines.The Leading Edge(LE) of high-pressure compressor blades poses a challenge for precision machining due to its thin size, high degree of bending, and significant change of curvature. Aimed at optimizing the machining error, this paper presents a framework that integrates toolpath planning and process parameter regulation. Firstly, an Iterative Subdivision Algorithm(ISA) for clamped Bspline curve is proposed, based on which toolpath planning method towards the LE is developed.Secondly, the removal effect of Cutter Contact(CC) point on the sampling points is investigated in the calculation of grinding dwell time by traversing in u-v space. A global material removal model is constructed for the solution. Thirdly, the previous two steps are interconnected based on the Improved Whale Optimization Algorithm(IWOA), and the optimal parameter combination is searched using the Root Mean Square Error(RMSE) of the machining error as the objective function. Based on this, the off-line programming and robotic grinding experiments are carried out. The experimental results show that the proposed method with error optimization can achieve 0.0143 mm mean value and 0.0160 mm standard deviations of LE surface error, which is an improvement of32.5% and 33.9%, respectively, compared with previous method. 展开更多
关键词 Robotic grinding blade edge Toolpath planning Dwell time Error optimization
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Study on the Correction Method of Radiant Temperature Measurement of Turbine Blades Under the Background of High-Temperature Dynamics
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作者 Shengnan Liu Liwei Chen 《Instrumentation》 2025年第2期80-90,共11页
The turbine blades operate under high temperature and high pressure conditions,and when using radiation thermometry,the influence of radiation from surrounding blades leads to measurement errors.To address this issue,... The turbine blades operate under high temperature and high pressure conditions,and when using radiation thermometry,the influence of radiation from surrounding blades leads to measurement errors.To address this issue,this paper develops a three-dimensional discretized dynamic radiation transfer model based on the blade shape of the turbine.The relationship between the radiation angle coefficient of the surrounding blades and the rotation angle of the blade under test is analyzed.The radiation angle coefficient is calculated using the triangular element method,and temperature inversion is performed based on the effective emissivity to compute the measurement error.The results show that under dynamic high temperature conditions,the temperature measurement error caused by reflection at the selected 60%leaf height point varies with the rotation angle,and the maximum reaches 25.58K.The angular coefficient exhibits periodic fluctuations with changes in rotation angle,and the maximum effective emissivity increases as the rotation angle increases.As the blade height increases,the impact of reflected radiation on radiometric temperature measurement errors shows a decreasing trend.This study provides a reference for radiation thermometry in dynamic high-temperature environments. 展开更多
关键词 radiation temperature measurement dynamic background turbine blades effective emissivity ERROR
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Review of Vibration Analysis and Structural Optimization Research for Rotating Blades
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作者 Saifeng Zhong Guoyong Jin +2 位作者 Yukun Chen Tiangui Ye Tuo Zhou 《哈尔滨工程大学学报(英文版)》 2025年第1期120-136,共17页
Blades are important parts of rotating machinery such as marine gas turbines and wind turbines,which are exposed to harsh environments during mechanical operations,including centrifugal loads,aerodynamic forces,or hig... Blades are important parts of rotating machinery such as marine gas turbines and wind turbines,which are exposed to harsh environments during mechanical operations,including centrifugal loads,aerodynamic forces,or high temperatures.These demanding working conditions considerably influence the dynamic performance of blades.Therefore,because of the challenges posed by blades in complex working environments,in-depth research and optimization are necessary to ensure that blades can operate safely and efficiently,thus guaranteeing the reliability and performance of mechanical systems.Focusing on the vibration analysis of blades in rotating machinery,this paper conducts a comprehensive literature review on the research advancements in vibration modeling and structural optimization of blades under complex operational conditions.First,the paper outlines the development of several modeling theories for rotating blades,including one-dimensional beam theory,two-dimensional plate-shell theory,and three-dimensional solid theory.Second,the research progress in the vibrational analysis of blades under aerodynamic loads,thermal environments,and crack factors is separately discussed.Finally,the developments in rotating blade structural optimization are presented from material optimization and shape optimization perspectives.The methodology and theory of analyzing and optimizing blade vibration characteristics under multifactorial operating conditions are comprehensively outlined,aiming to assist future researchers in proposing more effective and practical approaches for the vibration analysis and optimization of blades. 展开更多
关键词 Rotating blade Vibration characteristics Structural optimization Harsh operating conditions REVIEW
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Multi-Objective Structural Optimization of Composite Wind Turbine Blade Using a Novel Hybrid Approach of Artificial Bee Colony Algorithm Based on the Stochastic Method
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作者 Ramazan Özkan Mustafa Serdar Genç Ìlker Kayali 《Computer Modeling in Engineering & Sciences》 2025年第12期3349-3380,共32页
The optimization of turbine blades is crucial in improving the efficiency of wind energy systems and developing clean energy production models.This paper presented a novel approach to the structural design of smallsca... The optimization of turbine blades is crucial in improving the efficiency of wind energy systems and developing clean energy production models.This paper presented a novel approach to the structural design of smallscale turbine blades using the Artificial Bee Colony(ABC)Algorithm based on the stochastic method to optimize both mass and cost(objective functions).The study used computational fluid dynamics(CFD)and structural analysis to consider the fluid-structure interaction.The optimization algorithm defined several variables:structural constraints,the type of composite material,and the number of composite layers to form a mathematical model.The numerical modeling was performed using the Ansys Fluent software and its Fluid-Structure Interaction(FSI)module.The ANSYS Composite PrePost(ACP)advanced composite modeling method was utilized in the structural design of composite materials.This study showed that the structurally optimized small-scale turbine blades provided a sustainable solution with improved efficiency compared to traditional designs.Furthermore,using CFD,structural analysis,and material characterization techniques first considered in this study highlights the importance of considering structural behavior when optimizing turbine blade designs. 展开更多
关键词 Turbine blade modeling structural optimization COMPOSITE artificial bee colony algorithm
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Decision Framework for Reverse Logistics Models of Decommissioned Wind Turbine Blades
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作者 Yuhao Wang 《Proceedings of Business and Economic Studies》 2025年第4期71-76,共6页
To address the recycling challenges posed by the global peak of wind turbine blade retirement,this study aims to establish a decision-making model for reverse logistics modes of decommissioned blades,resolving the mul... To address the recycling challenges posed by the global peak of wind turbine blade retirement,this study aims to establish a decision-making model for reverse logistics modes of decommissioned blades,resolving the multi-agent collaborative optimization problem under ultra-high logistics cost constraints.Based on the characteristics of centralized sourcing and determinable elements in blade reverse logistics,we developed three models dominated by wind power equipment manufacturers,operators,and third-party enterprises,respectively.The research analyzes influencing factors on reverse logistics mode selection and proposes a threshold decision mechanism for mode selection.Key findings reveal:technological strength serves as the core driver for manufacturer-dominated models;channel efficiency determines the applicability of operator-led models;insufficient economies of scale may hinder third-party model development.This study provides decision-making foundations for the resource utilization of decommissioned blades. 展开更多
关键词 Wind blade recycling Reverse logistics mode Network optimization
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