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Analysis of hydro-abrasive erosion in a high-head Pelton turbine injector using a Eulerian-Lagrangian approach 采用欧拉-拉格朗日方法分析高水头佩尔顿涡轮喷射器中的水磨侵蚀问题
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-11-24 DOI: 10.1177/09576509231218043
Navam Shrivastava, A. Rai, Ali Abbas, Yexiang Xiao
High-head hydropower plants deploy Pelton turbines to harness energy; however, turbine components face severe abrasive erosion due to suspended sediments. The erosion of the Pelton injector leads to the degradation of the jet quality, reducing the turbine efficiency considerably. Recently, the erosion of an internal servomotor design of the injector has been studied numerically; however, the cavitation-erosion synergy was not explored. This study serves as the extension of the literature with an analysis of the hydro-abrasive erosion and inception of cavitation in an injector with an external servomotor of a high-head hydropower plant (HPP). A Eulerian-Lagrangian approach is used to study the effects of sediment properties and flow parameters on hydro-abrasive erosion; whereas, the Schnerr-Sauer model is used to analyze the inception of cavitation. Interestingly, an increase in particle size from 40 microns to 200 microns resulted in a 95.7% reduction in needle erosion; but, led to a two-fold increase in nozzle erosion. For an increase in the plant head from 200 m to 820 m, the increase in erosion rate of the nozzle and the needle is 4.36 and 1.4 times, respectively. Moreover, the possibility of cavitation in the Pelton injector also increases with an increase in the head of the HPP leading the injector to higher susceptibility to the synergic effect of cavitation and hydro-abrasive erosion. This study attempts to assist the hydropower development in high-head regions with a risk of high sediment flow and manage the existing plants efficiently.
高水头水电站采用 Pelton 水轮机来利用能源;然而,由于悬浮沉积物的存在,水轮机部件面临着严重的磨蚀。Pelton 喷射器的侵蚀会导致喷射质量下降,从而大大降低水轮机的效率。最近,对喷射器内部伺服电机设计的侵蚀进行了数值研究,但并未探讨气蚀-侵蚀协同作用。本研究作为文献的延伸,分析了高水头水电站(HPP)带有外部伺服电机的喷油器中的水磨侵蚀和气蚀的发生。采用欧拉-拉格朗日方法研究了沉积物特性和水流参数对水力侵蚀的影响;而采用 Schnerr-Sauer 模型分析了气蚀的产生。有趣的是,粒径从 40 微米增加到 200 微米,针状侵蚀减少了 95.7%,但喷嘴侵蚀却增加了两倍。当设备扬程从 200 米增加到 820 米时,喷嘴和针的侵蚀率分别增加了 4.36 倍和 1.4 倍。此外,随着水力发电厂水头的增加,佩尔顿喷射器发生气蚀的可能性也会增加,导致喷射器更容易受到气蚀和水磨侵蚀的协同作用的影响。本研究试图帮助具有高泥沙流量风险的高水头地区的水电开发,并对现有电站进行有效管理。
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引用次数: 0
Assessment of industrial-scale green hydrogen production using renewable energy 利用可再生能源进行工业规模绿色制氢的评估
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-11-24 DOI: 10.1177/09576509231219339
Q. Hassan, Sameer Algburi, A. Z. Sameen, H. M. Salman
The global pivot towards sustainable energy solutions necessitates a closer examination of green hydrogen production using renewable energy sources. This study aimed to assess the feasibility and efficiency of green hydrogen production on an industrial scale using solar and wind energy in Diyala city, Iraq. Experimental weather data, including solar irradiance, ambient temperature, and wind speed, were meticulously collected throughout 2022. The analysis indicated that, for wind energy, the optimum electrolyser capacity that matched a 1.5 MW wind turbine achieved a hydrogen production of 11,963 kg/year, with associated costs of $8.87/kg. In contrast, when focusing on solar energy, the ideal electrolyser capacity harmonizing with a 2 MW solar photovoltaic generated a notably higher hydrogen output of 94,432 kg/year at a more competitive cost of $6.33/kg. These findings underscore the potential economic advantages of solar-based green hydrogen production over wind-based methods in Diyala city. Furthermore, the significant difference in hydrogen production yields between the two methods emphasizes the need to optimize renewable infrastructure based on location-specific renewable resources. This study offers valuable insights into tailoring green hydrogen production strategies in regions with similar climatic conditions to Diyala and serves as a blueprint for future renewable energy-driven hydrogen production initiatives.
全球都在关注可持续能源解决方案,因此有必要对利用可再生能源生产绿色氢气进行更深入的研究。本研究旨在评估在伊拉克迪亚拉市利用太阳能和风能进行工业规模绿色制氢的可行性和效率。在整个 2022 年期间,对包括太阳辐照度、环境温度和风速在内的实验天气数据进行了细致的收集。分析表明,就风能而言,与 1.5 兆瓦风力涡轮机相匹配的最佳电解槽容量可实现每年 11,963 公斤的氢气产量,相关成本为 8.87 美元/公斤。相比之下,当关注太阳能时,与 2 兆瓦太阳能光伏发电装置相匹配的理想电解槽容量可产生 94,432 千克/年的氢气产量,而成本仅为 6.33 美元/千克,更具竞争力。这些发现突出表明,在迪亚拉市,太阳能绿色制氢比风能制氢具有潜在的经济优势。此外,两种方法在制氢产量上的显著差异也强调了根据特定地点的可再生资源优化可再生基础设施的必要性。这项研究为在与迪亚拉气候条件相似的地区定制绿色制氢战略提供了宝贵的见解,也为未来可再生能源驱动的制氢计划提供了蓝图。
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引用次数: 0
Performance improvement of horizontal axis wind turbines using curved gurney flap: 3D numerical investigation 利用弧形轮床襟翼提高水平轴风力涡轮机的性能:三维数值研究
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-11-24 DOI: 10.1177/09576509231214929
Hamed Sedighi, P. Akbarzadeh, A. Salavatipour
The impact of curved Gurney flaps on the performance of a 660 kW V47 horizontal axis wind turbine (HAWT) is analyzed in this study. The trailing edge of the turbine blades is passively modified by curved flaps. The continuity and momentum equations are solved using a Reynolds-averaged Navier-Stokes solver and Shear-Stress-Transport turbulent model. The effect of the direction and radius of curved flaps on the aerodynamic performance of the wind turbine (torque and power generation, flow separation, and thrust loads) is examined. The study examines how the curved flap’s performance on HAWT is affected by the blade pitch angle ([Formula: see text]) and wind speed ([Formula: see text]). According to the results, curve flaps have a positive impact on the output torque at lower pitch angles ([Formula: see text]). The average torque increase for [Formula: see text] and [Formula: see text] is 3.7% for curve flaps, while it is only 2.9% for flat flaps. This conclusion is not valid for higher pitch angles ([Formula: see text]) where the flap disrupts the aerodynamic performance. Further, the use of curve flaps with the radius of [Formula: see text] (inward-type) can improve the torque produced (up to [Formula: see text]) compared to other curved flaps and even flat flaps, especially around the nominal operating point. This conclusion is valid for [Formula: see text], while for higher pitch angles, the flat Gurney flap has better performance generally.
本研究分析了 Gurney 弧形襟翼对 660 千瓦 V47 水平轴风力涡轮机(HAWT)性能的影响。涡轮叶片的后缘通过弧形襟翼进行被动修正。使用雷诺平均纳维-斯托克斯求解器和剪应力-传输湍流模型求解连续性和动量方程。研究探讨了弧形襟翼的方向和半径对风力涡轮机空气动力性能(扭矩和发电、流体分离和推力负荷)的影响。研究探讨了叶片俯仰角([计算公式:见正文])和风速([计算公式:见正文])如何影响弧形襟翼在 HAWT 上的性能。结果表明,弧形襟翼在较低的桨距角([计算公式:见正文])下对输出扭矩有积极影响。曲线襟翼[公式:见正文]和[公式:见正文]的平均扭矩增幅为 3.7%,而平面襟翼仅为 2.9%。这一结论不适用于较高的俯仰角([公式:见正文]),因为襟翼会破坏气动性能。此外,与其他弧形襟翼甚至平襟翼相比,使用半径为[公式:见正文]的弧形襟翼(内向型)可以提高产生的扭矩(最高可达[公式:见正文]),尤其是在额定工作点附近。这一结论适用于[计算公式:见正文],而对于较高的俯仰角,平坦的古尼襟翼一般具有更好的性能。
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引用次数: 0
Rotordynamic characteristics of a novel labyrinth seal with partition walls and helical groove teeth 带有隔墙和螺旋槽齿的新型迷宫密封件的旋转动力特性
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-11-23 DOI: 10.1177/09576509231218482
Wensong Xue, Z. Fang, Tianhao Wang, Zhigang Li, Jun Li
To improve the stability of the conventional labyrinth seal (LS), in this paper, four novel fully partitioned helically labyrinth seals (FPHGLS) were designed and they were in comparison with one FPPGLS. The influences of the preswirl ratio and the helical groove pitch on the leakage flow and rotordynamic characteristics were numerically investigated, using the transient computational fluid dynamics (CFD) method based on the multi-frequency elliptical whirling orbit model. The accuracy and availability of the present transient numerical method were demonstrated based on the experiment data. The results show that the partition walls design can significantly increase the direct damping and cross-coupling stiffness for labyrinth seals and the helical teeth design can significantly decrease the cross-coupling stiffness and tangential force. When the helical groove pitch is equal to the seal length, the leakage nearly remains unchanged. Compared to the baseline design (LS), the FPPGLS and the FPHGLS have similar and significantly larger direct stiffness and direct damping. The two designs possess positive direct stiffness throughout the frequency range. The FPPGLS and FPHGLS possess significantly higher direct damping (∼323.7% larger than LS). But the FPPGLS possesses the largest cross-coupling stiffness among three seals at two preswirl ratios. From preswirl ratio = 0.13–0.84, the cross-coupling stiffness of the FPHGLS decreases by 53.4-310.1% compared with the FPPGLS. Increasing the helical groove pitch increases both direct stiffness and direct damping and reduces cross-coupling stiffness, but it also leads to greater leakage losses. In general, the novel FPHGLS whose helical groove pitch is equal to seal length possesses superior rotordynamic characteristics and similar leakage characteristic. This work provides the reference of the seal design and safety operation for the turbomachinery.
为了提高传统迷宫密封(LS)的稳定性,本文设计了四种新型全隔板螺旋迷宫密封(FPHGLS),并与一种全隔板螺旋迷宫密封(FPPGLS)进行了比较。采用基于多频椭圆漩涡轨道模型的瞬态计算流体动力学(CFD)方法,对预漩涡比和螺旋槽间距对泄漏流和旋转动力学特性的影响进行了数值研究。实验数据证明了本瞬态数值方法的准确性和可用性。结果表明,隔墙设计能显著提高迷宫密封的直接阻尼和交叉耦合刚度,而螺旋齿设计能显著降低交叉耦合刚度和切向力。当螺旋槽间距等于密封件长度时,泄漏几乎保持不变。与基线设计(LS)相比,FPPGLS 和 FPHGLS 的直接刚度和直接阻尼相近且明显增大。这两种设计在整个频率范围内都具有正的直接刚度。FPPGLS 和 FPHGLS 的直接阻尼明显更大(比 LS 大 323.7%)。但在两个前旋比下,FPPGLS 在三种密封件中具有最大的交叉耦合刚度。从预旋流比 = 0.13-0.84 开始,FPHGLS 的交叉耦合刚度比 FPPGLS 降低了 53.4-310.1%。增加螺旋槽间距可提高直接刚度和直接阻尼,降低交叉耦合刚度,但同时也会导致更大的泄漏损失。总的来说,螺旋槽间距等于密封长度的新型 FPHGLS 具有更优越的旋转动力学特性和相似的泄漏特性。这项工作为透平机械的密封设计和安全运行提供了参考。
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引用次数: 0
Impact of solidity and speed ratio on the performance of a contra-rotating fan 稳固性和速度比对反转风扇性能的影响
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-11-21 DOI: 10.1177/09576509231217559
MJ Shahriyari, H. Khaleghi, M. Sadoddin, E. Benini
In this study, the effects of solidity and rotor speed ratio on the performance of a contra-rotating fan are investigated numerically. Simulation results have been validated by experimental tests. The test stand construction and the measurements have been performed according to ISO-5801 standard. In order to investigate the effect of blade solidity, simulations have been conducted with constant blade count of the front rotor and four configurations of the rear rotor (having 6, 8, 12 and 16 blades), and also constant blade count of the rear rotor and three configurations of the front rotor (having 8, 12, and 16 blades). Results suggest that there is an optimum solidity for the rear rotor, which gives maximum pressure rise and efficiency. Furthermore, the effects of the rotor speed ratios have been investigated in this study. It is shown that the speed of the front rotor is more effective on the fan performance, as compared to the rear rotor. Results reveal that the performance drop caused by a 25% reduction in the rear rotor blade count, can be compensated by 5% increase of the front rotor rotational speed. Therefore, a suitable choice of the speed ratio can result in light-weight and high-performance contra-rotating stages.
本研究采用数值方法研究了固体含量和转子速比对反转风扇性能的影响。模拟结果已通过实验测试进行了验证。试验台的构造和测量均按照 ISO-5801 标准进行。为了研究叶片坚实度的影响,在前转子叶片数不变、后转子四种配置(6、8、12 和 16 片叶片)以及后转子叶片数不变、前转子三种配置(8、12 和 16 片叶片)的情况下进行了模拟。结果表明,后转子有一个最佳的稳固性,可提供最大的压力上升和效率。此外,本研究还调查了转子速度比的影响。结果表明,与后转子相比,前转子的速度对风机性能的影响更大。结果显示,后转子叶片数减少 25% 所导致的性能下降,可以通过前转子转速提高 5% 来弥补。因此,选择合适的速度比可以产生重量轻、性能高的反转级。
{"title":"Impact of solidity and speed ratio on the performance of a contra-rotating fan","authors":"MJ Shahriyari, H. Khaleghi, M. Sadoddin, E. Benini","doi":"10.1177/09576509231217559","DOIUrl":"https://doi.org/10.1177/09576509231217559","url":null,"abstract":"In this study, the effects of solidity and rotor speed ratio on the performance of a contra-rotating fan are investigated numerically. Simulation results have been validated by experimental tests. The test stand construction and the measurements have been performed according to ISO-5801 standard. In order to investigate the effect of blade solidity, simulations have been conducted with constant blade count of the front rotor and four configurations of the rear rotor (having 6, 8, 12 and 16 blades), and also constant blade count of the rear rotor and three configurations of the front rotor (having 8, 12, and 16 blades). Results suggest that there is an optimum solidity for the rear rotor, which gives maximum pressure rise and efficiency. Furthermore, the effects of the rotor speed ratios have been investigated in this study. It is shown that the speed of the front rotor is more effective on the fan performance, as compared to the rear rotor. Results reveal that the performance drop caused by a 25% reduction in the rear rotor blade count, can be compensated by 5% increase of the front rotor rotational speed. Therefore, a suitable choice of the speed ratio can result in light-weight and high-performance contra-rotating stages.","PeriodicalId":20705,"journal":{"name":"Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139253278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental investigation on spray and flame characteristics of a marine diesel engine with single and double injection 船用柴油机单、双喷射喷雾和火焰特性实验研究
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-11-20 DOI: 10.1177/09576509231217025
Rui Liu, Xuan Yang, Li Huang, Xinrui Li, Gang Shen, Dehao Ju, Mingzhi Feng, Xingcai Lu
Multiple injection is one of the advanced technologies employed in modern diesel engines to improve combustion efficiency, reduce pollutant emissions, and minimize combustion noise. The application of multiple injection in marine diesel engines differs from its use in vehicles or heavy-duty engines, as it is not commonly combined with Exhaust Gas Recirculation (EGR). However, there is a scarcity of studies specifically examining the combustion characteristics of medium-speed marine diesel engines utilizing multiple injection. Given the large space scale of marine diesel engine, a constant volume chamber with a visible diameter of 240 mm was used, and an injector with a nozzle diameter of 0.465 mm was employed in the experiment. The spray development and combustion process were recorded by Mie-scattering and flame natural luminosity imaging respectively. Both conventional and double injection combustion processes were analyzed in detail. The results show that although the liquid phase spray does not fully penetrate to the cylinder wall in marine diesel engines, the flame penetrates to the cylinder wall rapidly, the flame burns near the wall almost throughout the entire combustion duration. The combustion characteristics of the double injection are significantly different, the flame propagation speed of the pilot and main injection fuel is one-third to one-half of that of a single injection with a long duration. For single injection spray with long injection duration, the flame penetration velocity is determined by the sequential ignition velocity of the fuel. While the flame penetration velocity for sprays with short injection duration mainly depends on the jet penetration velocity. The investigation on the impact of dwell time, fuel distribution, and injection pressure on the combustion process of double injection also provides valuable insights for optimizing multiple injection strategies.
多次喷射是现代柴油发动机采用的先进技术之一,可提高燃烧效率、减少污染物排放并将燃烧噪音降至最低。多次喷射技术在船用柴油发动机中的应用不同于在汽车或重型发动机中的应用,因为它通常不与废气再循环(EGR)结合使用。然而,专门研究采用多次喷射技术的中速船用柴油机燃烧特性的研究还很少。考虑到船用柴油机的空间尺度较大,实验中使用了可见直径为 240 毫米的恒容腔,喷嘴直径为 0.465 毫米。通过米氏散射和火焰自然光度成像分别记录了喷雾发展和燃烧过程。详细分析了传统燃烧过程和双喷射燃烧过程。结果表明,在船用柴油机中,虽然液相喷雾没有完全穿透气缸壁,但火焰迅速穿透气缸壁,火焰几乎在整个燃烧过程中都在气缸壁附近燃烧。双喷射的燃烧特性明显不同,先导喷射和主喷射燃油的火焰传播速度是长持续时间单喷射的三分之一到二分之一。对于喷射持续时间较长的单喷射喷雾,火焰穿透速度由燃料的顺序点火速度决定。而喷射持续时间短的喷雾的火焰穿透速度主要取决于喷射穿透速度。研究停留时间、燃料分布和喷射压力对双喷射燃烧过程的影响也为优化多重喷射策略提供了宝贵的见解。
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引用次数: 0
Entropy generation rate analysis of turbocharger radial flow compressor in range from surge to choke 涡轮增压器径向流压缩机从喷涌到堵塞的熵产生率分析
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-11-18 DOI: 10.1177/09576509231216187
Davood Altafi, M. Mojaddam, Majid Bastankhah
This study compares the local losses of a radial compressor in the range from surge to choke considering shock phenomena, boundary layer separation, and mixing mechanisms. For this purpose, formulation of the local entropy generation rate (EGR) is added to the computational fluid dynamics (CFD) solver, which models the turbulent flow field of the compressor through the RANS approach. For validation, the numerical pressure rise curve of the compressor is compared with the experimental data. The results indicate that at the design point, the impeller, diffuser, and the volute account for approximately 50.8%, 30.0%, and 12.3% of the EGR, respectively, with approximately 5% in the impeller backspace, 1% in the diffuser cavity, and less than 0.5% in the inlet duct. Approaching the surge condition, local losses due to mixing and shock waves decline while boundary layer losses increase. Based on comprehensive analysis of the leading-edge boundary layer, the largest dead-air zone is found at the design point, resulting in a lower diffusion entrance loss and a higher mixing loss. Furthermore, the EGR variation in the diffuser channel is investigated by shedding light on mixing dynamics and classification of the channel flow regime into three different zones based on mixing ratio (MR). The outcomes show that the flow regime tends to mix more quickly at a higher MR, resulting in a slight decrease in EGR, which benefits compressor performance. We demonstrate that the mixing rate of flow regimes decreases in both the leading-edge boundary layer and the radial diffuser approaching the surge margin.
考虑到冲击现象、边界层分离和混合机制,本研究比较了径向压缩机从激增到阻塞范围内的局部损失。为此,在计算流体动力学(CFD)求解器中加入了局部熵生成率(EGR)的计算,该求解器通过 RANS 方法对压缩机的湍流场进行建模。为进行验证,将压缩机的数值压力上升曲线与实验数据进行了比较。结果表明,在设计点,叶轮、扩散器和涡道分别占 EGR 的约 50.8%、30.0% 和 12.3%,其中叶轮背隙约占 5%,扩散器腔约占 1%,入口管道不到 0.5%。接近涌流工况时,混合和冲击波造成的局部损失会下降,而边界层损失会增加。根据对前缘边界层的综合分析,在设计点发现了最大的死气区,从而导致较低的扩散入口损失和较高的混合损失。此外,还研究了扩散器通道中的 EGR 变化,揭示了混合动力学,并根据混合比 (MR) 将通道流态划分为三个不同区域。研究结果表明,在混合比(MR)较高的情况下,流态的混合速度更快,从而导致 EGR 略有下降,有利于压缩机性能的提高。我们证明,在接近涌流边缘的前缘边界层和径向扩散器中,流态的混合率都会降低。
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引用次数: 0
Spatial-Temporal evolution characteristics of pre-Stage-stall in a centrifugal compressor with a vaneless diffuser and a volute 带有无叶片扩散器和涡道的离心压缩机中的预滞留时空演变特征
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-11-17 DOI: 10.1177/09576509231216502
Lei Shi, Hongwei Ma, Xinghang Yu, Rong Jin, Tianyou Wang
The continuous throttling process is of great interest for compressor designers. Previous experimental studies mainly consider the temporal evolution characteristics of the pre-stage stall at the impeller inlet or outlet regions. In this study, we explore the spatial-temporal evolution characteristics of pre-stage-stall using a pressure array consisting of 15 high-response sensors. The dynamic evolution characteristics of the pressure signal on the time and frequency domains and the underlying unsteady flow structure evolution during the transition process were analyzed. We find that the evolution characteristics of pressure irregularity varied with the streamwise positions. The evolution process from the pre-stage stall point to the stage stall point can be divided into three stages based on the disturbance scale and pressure fluctuations, namely (I) the coexistence of the impeller RI, the mild impeller stall, and the mild diffuser stall, (II) the interaction of stall cell and RI disturbance, (III) a single large stall cell. In stage I, the streamwise influential regions of the stall cells are mainly confined in the impeller passage. In stage II, the stall cell expands upstream and gradually interacts with the RI disturbance. The wavelength of RI-related disturbance increases while the related pressure fluctuation decreases. In stage III, several stall cells merge into one large cell.
压缩机设计人员对连续节流过程非常感兴趣。以往的实验研究主要考虑叶轮进口或出口区域预级失速的时间演变特征。在本研究中,我们使用由 15 个高响应传感器组成的压力阵列来探索前级失速的时空演变特征。分析了压力信号在时域和频域上的动态演化特征以及过渡过程中潜在的非稳态流动结构演化。我们发现,压力不规则性的演变特征随流向位置的变化而变化。根据扰动尺度和压力波动情况,可将前阶段失速点到阶段失速点的演化过程分为三个阶段,即(I)叶轮RI、轻度叶轮失速和轻度扩散器失速共存阶段;(II)失速单元与RI扰动相互作用阶段;(III)单一大失速单元阶段。在第一阶段,滞流单元的流向影响区域主要局限在叶轮通道内。在第二阶段,失速单元向上游扩展,并逐渐与 RI 干扰相互作用。与 RI 相关的扰动波长增加,而相关的压力波动减小。在第三阶段,几个失速单元合并成一个大单元。
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引用次数: 0
Fast multi-objective optimization design of gas turbine L-inlet duct 燃气轮机进气道快速多目标优化设计
4区 工程技术 Q2 Engineering Pub Date : 2023-11-14 DOI: 10.1177/09576509231216021
Xiaopeng Xin, Yilong Min, Dingyi Pan, Zhenyu Liu, Jianrong Tan
With ever-increasing demand for high efficiency and high stability gas turbine under the goal of carbon neutrality, the design of L-inlet duct has set stricter demands for low pressure loss and low flow distortion. No general optimization guidelines on both pressure loss and distortion for L-inlet duct were found in open literature. Four geometry parameters including inlet width, inlet length, contraction geometry angle and truncated cone geometry angle are explored for their effects on the trends of pressure loss and flow distortion. Optimization geometry parameters of the L-inlet duct are analysed, and the flow characteristics are thoroughly examined. The flow field characteristic of ΔP t , DC60, SC60 from surrogate model are validated by CFD, the relative errors are 0.37%, −3.92% and 1.75%, respectively. At the design point EF = 35 comparing with original scheme of the L-inlet duct, ΔP t decreases 21.14%, DC60 decreases 45.37%, and SC60 decreases 38.7%. For all off design conditions, the optimization results are better than original scheme. It is estimated that gas turbines can achieve a 0.144% reduction in power loss and a 0.333% improvement in surge margin.
随着碳中和目标下对燃气轮机高效率、高稳定性的要求不断提高,l型进气道的设计对低压损失、低流动畸变提出了更严格的要求。在公开的文献中没有找到l进气道压力损失和变形的通用优化指南。探讨了进口宽度、进口长度、收缩几何角和截锥几何角四个几何参数对压力损失和流动畸变趋势的影响。分析了l型进气道的优化几何参数,并对其流动特性进行了全面研究。通过CFD验证了代理模型ΔP t、DC60、SC60的流场特性,相对误差分别为0.37%、−3.92%和1.75%。设计点EF = 35时,与原方案相比,ΔP t减小21.14%,DC60减小45.37%,SC60减小38.7%。在所有非设计条件下,优化结果均优于原方案。据估计,燃气轮机可以实现功率损失减少0.144%,浪涌裕度提高0.333%。
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引用次数: 0
The multi-objective optimisation design of outlet guide vanes of diagonal flow fan based on sobol sensitivity analysis 基于sobol敏感性分析的斜流风机出口导叶多目标优化设计
4区 工程技术 Q2 Engineering Pub Date : 2023-11-03 DOI: 10.1177/09576509231210902
Zijian Mao, Yu Luo, Shuiqing Zhou, Weiya Jin, Weiping Feng
Diagonal flow fans offer substantial energy-saving potential and find broad application across various sectors. Their performance relies heavily on factors like outlet guide vanes and spacing relative to moving blades. However, research into enhancing fan performance through optimized guide vanes and spacing remains limited. In this study, we focus on improving the accuracy of predicting the internal flow field of diagonal flow fans. This paper incorporate rotation and curvature effects using the Large Eddy Simulation (LES) model and introduce stress terms with helicity constraints to create a non-linear subgrid-scale model. This refined model enables more precise numerical simulations. By employing accurate simulations, we optimize the outlet guide vane configuration and conduct sensitivity analysis. We utilize a Radial Basis Function (RBF) model coupled with the Sobol method for this purpose. The optimized guide vane design exhibits enhanced resistance to airflow separation compared to the original, resulting in notable reductions in flow losses within the grille channel. Experimental tests are performed on the diagonal flow fan both before and after optimization. At the specified operating point, the second guide vane optimization leads to a 1.28 m 3 /min increase in fan flow, a 4.33% rise in total pressure efficiency, and a 2.2 dB noise reduction. These findings underscore the accuracy of the helicity correction model in predicting diagonal flow fan behavior. The multi-objective optimization approach, combining the RBF proxy model with the Sobol method, proves highly reliable. It offers valuable design insights for similar fans and establishes a credible design methodology.
斜流风机提供了大量的节能潜力,并在各个部门找到广泛的应用。它们的性能在很大程度上依赖于出口导叶和相对于动叶的间距等因素。然而,通过优化导叶和间距来提高风扇性能的研究仍然有限。在本研究中,我们着重于提高对角流风机内部流场的预测精度。本文采用大涡模拟(LES)模型,结合旋转和曲率效应,并引入带有螺旋约束的应力项,建立非线性亚网格尺度模型。这个改进的模型使数值模拟更加精确。通过精确的仿真,优化了出口导叶结构,并进行了灵敏度分析。为此,我们利用径向基函数(RBF)模型与Sobol方法相结合。优化后的导叶设计与原来的设计相比,对气流分离的阻力增强,从而显著减少了格栅通道内的流动损失。对优化前后的斜流式风机进行了实验测试。在指定工况点,第二导叶优化后,风机流量提高1.28 m3 /min,总压效率提高4.33%,噪声降低2.2 dB。这些发现强调了螺旋度校正模型在预测斜流风机行为方面的准确性。将RBF代理模型与Sobol方法相结合的多目标优化方法具有较高的可靠性。它为类似的粉丝提供了有价值的设计见解,并建立了可靠的设计方法。
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Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy
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