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A characterization of unsteady effects for transonic turbine airfoil limit loading 跨声速涡轮翼型极限载荷的非定常效应表征
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-08-18 DOI: 10.1177/09576509231196268
S. Owen, F. Taremi, M. Uddin
To better understand the effect of vortex shedding on the nature of the trailing edge shock system during airfoil limit loading a computational fluid dynamic investigation was performed for a transonic turbine airfoil at sublimit, limit and supercritical conditions. Four modeling strategies were employed: steady state RANS, unsteady RANS, DDES, and turbulence model free. The influence of transient modeling approaches on the predicted mass-flow averaged total pressure loss coefficient, mass-flow averaged flow angles, and on the limit loading pressure ratio were found to be insignificant with the exception of the URANS model during critical loading. It was found that the URANS modeling approach failed to predict the transition from near trailing edge dominated vortex formation to base pressure vortex formation resulting in a drastic rise in predicted total pressure loss. Surface isentropic Mach distributions were predicted similarly for all modeling strategies, with the exception of the trailing edge base pressure region and points of shock impingement along the suction surface. A detailed review of the boundary layer states at the trailing edge was performed. It was found that all of the modeling approaches predicted laminar boundary layer profiles along the pressure surface trailing edge and turbulent profiles along the suction surface. The predicted base pressure distributions were also reviewed, showing the base pressure to decrease with increasing pressure ratio. The unsteady simulation approaches consistently predicted lower average surface pressures than the steady state RANS simulations. Qualitative images of the numerical Schlieren contours were presented and reviewed showing large differences in the prediction of vortex shape, size, and subsequent shock influence.
为了更好地理解旋涡脱落对翼型极限加载时尾缘激波系统性质的影响,对某跨声速涡轮翼型在亚极限、极限和超临界条件下的计算流体动力学进行了研究。采用稳态RANS、非定常RANS、DDES和无湍流模型四种建模策略。除临界加载时的URANS模型外,瞬态建模方法对预测质量-流量平均总压损失系数、质量-流量平均流动角和极限加载压力比的影响均不显著。研究发现,URANS建模方法无法预测从近尾缘主导涡形成到基压涡形成的转变,导致预测的总压损失急剧上升。除了后缘基压区和沿吸力面激波冲击点外,所有建模策略的表面等熵马赫分布预测都相似。对后缘的边界层状态进行了详细的回顾。结果表明,所有模拟方法均能预测沿压力面尾缘的层流边界层廓线和沿吸力面的湍流廓线。对预测的基压分布进行了回顾,表明基压随压力比的增大而减小。非定常模拟方法预测的平均表面压力始终低于稳态RANS模拟。数值纹影轮廓的定性图像显示了涡旋形状、大小和随后的激波影响预测的巨大差异。
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引用次数: 0
Effects of unstable flow structures on energy transfer mechanism in a centrifugal pump 不稳定流动结构对离心泵内能量传递机制的影响
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-08-12 DOI: 10.1177/09576509231195222
Jia Liu, Fan Zhang, Mengbin Song, Lufeng Zhu, Desmond Appiah, S. Yuan
To reveal the energy loss mechanism of the centrifugal pump, numerical simulation and experimental investigation are conducted to obtain the complex flow field of a single-stage centrifugal pump under various flow conditions. Particular emphasis is focused on the qualitative and quantitative analysis of the distribution and variation characteristics of irreversible loss in the pump model. The results show that the energy loss in the centrifugal pump mainly originates from the entropy generation caused by the turbulent dissipation and wall friction, which are typically generated in the volute and impeller domains. It is worth noticing that the energy loss in the volute is closely associated with non-uniform velocity distribution and the evolution of the shedding vortices from the impeller exit whilst the energy loss in the impeller are greatly affected by unstable flow phenomena such as flow separation, backflow, and jet-wake pattern. At the overload operating conditions, the wall entropy generation possesses a substantial influence on energy loss, which is mainly related to the wall shear stress. Meanwhile, the influence of the rotor-stator interaction and inflow impacting on the energy loss is enhanced with increasing flows. Finally, the omega method captured the vorticity structures near the tongue at partial flow conditions, thereby, revealing the relationship between the high magnitude of flow loss and the evolution of different scales of strong vorticity sheets.
为了揭示离心泵的能量损失机理,通过数值模拟和实验研究,得到了不同流动条件下单级离心泵的复杂流场。重点对泵模型中不可逆损失的分布和变化特征进行了定性和定量分析。结果表明:离心泵内的能量损失主要来自于紊流耗散和壁面摩擦引起的熵产,主要发生在蜗壳和叶轮区域;值得注意的是,蜗壳内的能量损失与叶轮出口的非均匀速度分布和脱落涡的演变密切相关,而叶轮内的能量损失则受到流动分离、回流和射流尾迹等不稳定流动现象的极大影响。在过载工况下,壁面熵产对能量损失有较大影响,主要与壁面剪应力有关。同时,随着流量的增加,动静相互作用和来流对能量损失的影响也随之增强。最后,omega方法捕获了局部流动条件下舌部附近的涡度结构,从而揭示了高强度流动损失与不同尺度强涡度片的演变之间的关系。
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引用次数: 0
Orthogonal optimization design of a Sirocco fan and numerical analysis on the internal flow characteristics 热风风机正交优化设计及内部流动特性数值分析
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-08-11 DOI: 10.1177/09576509231195120
Zhengfeng Liu, Zhengdao Wang, Shouhua Du, Hui Yang, Yi-kun Wei, Wei Zhang
The forward-curved multi-blade centrifugal fan, also termed as Sirocco fan, is characterized by its complex characteristics of internal flow within the impeller and volute. Currently most of the fans are designed with modifications or optimizations for certain geometric parameters which could not ensure the well compatibility of flow in the impeller and volute, thus it is difficult to improve the aerodynamic performances of the fans. In this paper, we performed a multi-parameter design of a Sirocco fan with optimizations on the geometric parameters of the impeller and volute. The geometric parameters of the volute were designed based on analysis of the internal flow patterns, and the influence from the impeller is also considered. Optimization on the geometric parameters was carried out using the steepest descent method to improve the static pressure rise and efficiency under the designed flow rate by taking into account the relevance of flow in the impeller and volute. The effect of the parametric optimization is evaluated and analyzed by large-eddy simulation (LES). It was found that the static pressure rise and efficiency of the optimized model increase by 1.8% and 5.0% compared with the baseline model, respectively. The static pressure rise fluctuates in a regularly periodic manner. The optimized model reduces the area of low-pressure recirculating flow at the center of the fan and the separated flow on the suction surface of the blades. The near-wall flow on the volute surface is more stable, and the pressure fluctuation around the volute tongue is reduced. The outflow of the volute exhibits better uniformity than the baseline model.
前曲多叶片离心风机,又称Sirocco风机,其特点是叶轮和蜗壳内部流动的复杂特性。目前大多数风机的设计都是针对某些几何参数进行修改或优化,无法保证叶轮和蜗壳内的流动具有良好的相容性,因而难以提高风机的气动性能。本文通过对叶轮和蜗壳几何参数的优化,对一台热风风机进行了多参数设计。在分析蜗壳内部流态的基础上,设计了蜗壳的几何参数,并考虑了叶轮的影响。考虑叶轮和蜗壳内流动的相关性,采用最陡下降法对几何参数进行优化,以提高设计流量下的静压升和效率。通过大涡模拟(LES)对参数优化的效果进行了评价和分析。结果表明,与基线模型相比,优化后模型的静压升和效率分别提高了1.8%和5.0%。静压升有规律地周期性波动。优化后的模型减小了风机中心低压再循环流动面积和叶片吸力面分离流动面积。蜗壳表面近壁流动更加稳定,蜗壳隔舌周围压力波动减小。蜗壳流出比基线模型表现出更好的均匀性。
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引用次数: 0
Review of phase change material application in thermal management of electric vehicle battery pack 相变材料在电动汽车电池组热管理中的应用综述
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-08-10 DOI: 10.1177/09576509231193195
Moda Geetha Rani, Rajaraman Rangasamy
Thermal management is a crucial design aspect for the safety and performance of the Lithium-ion battery pack used in electric vehicles. Phase change material (PCM) based battery thermal management is one of the appropriate passive or hybrid thermal management. The present paper highlights the selection of PCM depends on various factors related to application operating conditions like ambient temperature, the heat released by the battery, and the type of battery pack design. In selecting PCM, a thorough understanding of various PCMs requires an overall review of multiple types and properties of organic and inorganic PCM, using phase change equilibrium diagrams to comprehend phase change transformations. Further, the present work summarizes the various studies on PCM durability, different thermal performance enhancement techniques, and methodology for selecting PCM; as a result, assisting the researchers and engineers in choosing the appropriate PCM for the various EV battery thermal management applications in terms of chemical, thermal, and economic aspects
热管理是电动汽车锂离子电池组安全性和性能的关键设计方面。基于相变材料(PCM)的电池热管理是一种合适的被动或混合热管理方法。本文强调了PCM的选择取决于与应用操作条件相关的各种因素,如环境温度、电池释放的热量和电池组设计的类型。在选择PCM时,对各种PCM的全面了解需要对有机和无机PCM的多种类型和性质进行全面回顾,并使用相变平衡图来理解相变变换。此外,本工作总结了各种关于PCM耐久性的研究,不同的热性能增强技术,以及选择PCM的方法;因此,帮助研究人员和工程师在化学、热学和经济方面为各种电动汽车电池热管理应用选择合适的PCM
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引用次数: 0
An integrated data-driven surrogate model and thermofluid network-based model of a 620 MW e utility-scale boiler 620mw电站锅炉数据驱动替代模型与热流体网络模型集成研究
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-08-01 DOI: 10.1177/09576509221148231
B. Rawlins, R. Laubscher, P. Rousseau
An integrated data-driven surrogate model and one-dimensional (1-D) process model of a 620 [MWe] utility scale boiler is presented. A robust and computationally inexpensive computational fluid dynamic (CFD) model of the utility boiler was utilized to generate the solution dataset for surrogate model training and testing. Both a standard multi-layer perceptron (MLP) and mixture density network (MDN) machine learning architectures are compared for use as a surrogate model to predict the furnace heat loads and the flue gas inlet conditions to the convective pass. A hyperparameter search was performed to find the best MLP and MDN architecture. The MDN was selected for surrogate model integration since it showed comparable accuracy and provides the ability to predict the associated uncertainties. Validation of the integrated model against plant data was performed for a wide range of loads, and critical results were predicted within 5–8% of the measured results. The validated model was subsequently used to investigate the effects of using a poor-quality fuel for the 100% maximum continuous rating load case. The uncertainties predicted by the surrogate model were propagated through the integrated model using the Monte Carlo technique, adding valuable insight into the operational limits of the power plant and the uncertainties associated with it.
提出了一种集成的数据驱动代理模型和620 [MWe]电站锅炉的一维过程模型。利用一种鲁棒且计算成本低廉的电站锅炉计算流体动力学(CFD)模型生成求解数据集,用于代理模型的训练和测试。将标准多层感知器(MLP)和混合密度网络(MDN)机器学习架构作为替代模型进行比较,以预测炉膛热负荷和对流通道的烟气进口条件。通过超参数搜索来寻找最佳的MLP和MDN结构。选择MDN作为代理模型集成,因为它显示出相当的准确性,并提供预测相关不确定性的能力。根据工厂数据对集成模型进行了广泛负载范围内的验证,并在测量结果的5-8%内预测了关键结果。经过验证的模型随后被用于研究在100%最大连续额定负荷情况下使用劣质燃料的影响。代理模型预测的不确定性通过使用蒙特卡罗技术的集成模型传播,增加了对电厂运行极限及其相关不确定性的宝贵见解。
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引用次数: 0
Reduction of emissions and improvement of dynamic responses of a supercritical clean coal generation unit via neural network inverse control strategy 基于神经网络逆控制策略的超临界洁净煤发电机组减排与动态响应改善
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-07-28 DOI: 10.1177/09576509231192140
O. Mohamed
Coal power plants have been a major source of undesirable emissions. Despite the technological advancements in renewable energies, coal units are still in-service in many developed and developing countries due to their reliability, adequacy, and flexibility for power delivery. There are some promising technologies for cleaner operation during power production from coal, including supercritical boiler (SC) design and carbon capture and storage (CCS), however, the challenging in innovating effective methods is still open to expand the boundary of knowledge in this speciality. This paper introduces a novel and simple method for reducing CO2 emissions and improving the dynamic responses of a 600 MW SC coal power plant by Artificial Neural Network (ANN) technique. A wide-range data-driven feedforward ANN model has been identified and verified for the various operations recorded as closed-loop data-sets, which covers all situations of startup, once-through mode, and even emergency shutdown of the unit. The closed-loop SC plant model has been augmented with an inverse multivariable coordinate NN controller, developed by analogous learning algorithm to improve the plant automation. With precisely selected setpoints, as operational rules, of temperature, pressure, and earliest possible power demand signals, the automated SC plant has been capable to operate with lower coal consumption - and thus lower emissions – than the existing operation strategy during startup, normal operation, and emergency shutdown modes. The improvement in dynamic responses have been quantified through simulations with comparison with existing performance, which have resulted in an overall average reduction of 2.143 Kg/s in coal consumption.
燃煤电厂一直是不良排放的主要来源。尽管在可再生能源方面取得了技术进步,但在许多发达国家和发展中国家,燃煤发电机组仍在使用,因为它们在供电方面可靠、充足和灵活。在燃煤发电过程中,有一些很有前途的清洁运行技术,包括超临界锅炉(SC)设计和碳捕集与封存(CCS),但创新有效方法的挑战仍然是开放的,以扩大该专业的知识边界。本文介绍了一种利用人工神经网络(ANN)技术降低600mw超临界煤电厂二氧化碳排放和改善电厂动态响应的新方法。对于记录为闭环数据集的各种操作,已经确定并验证了一个大范围数据驱动的前馈人工神经网络模型,该模型涵盖了机组启动、一次通过模式甚至紧急停机的所有情况。利用类似学习算法开发了一种逆多变量坐标神经网络控制器,增强了闭环SC工厂模型,以提高工厂的自动化程度。通过精确选择温度、压力和最早可能的电力需求信号的设定值作为运行规则,自动化SC工厂能够在启动、正常运行和紧急停机模式下以更低的煤炭消耗运行,从而降低排放。通过模拟与现有性能的比较,对动态响应的改进进行了量化,这导致总体平均减少了2.143 Kg/s的煤炭消耗。
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引用次数: 0
Effect of fin length and angle on the melting process of phase change materials in vertical latent heat storage unit 翅片长度和角度对垂直潜热蓄热装置中相变材料熔化过程的影响
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-07-15 DOI: 10.1177/09576509231188554
Yongxue Zhang, Zhihao Wang, Bohui Lu, Mengxi Luo
The installation of fins offers an effective solution for addressing the poor thermal conductivity of phase change materials (PCMs) in latent heat thermal energy storage (LHTES) systems. This paper aims to investigate the combined effects of unequal fin length arrangements and the inclination angle of fins on the performance of an LHTES system during the charging process. The LHTES system consists of a cylindrical container filled with paraffin (RT55) serving as the PCM. Numerical models are established and validated, followed by simulating various fin structures to analyze the complete melting time of the PCM. The characteristics of the melting process are further examined in four representative cases, including the full melting time, evolution of the melt fraction, average maximum velocity, streamline contours, temperature uniformity, and average Nusselt number. The results reveal that the optimal case, featuring unequal length and downward annular fins, achieves a significant 49.8% reduction in the complete melting time of the PCM compared to the benchmark case with ordinary annular fins. Moreover, the optimal configuration increases the largest average maximum velocity of the PCM by 35.36%, resulting in a more uniform temperature distribution and a higher Nusselt number.
在潜热蓄热(LHTES)系统中,翅片的安装为解决相变材料(PCM)导热性差的问题提供了有效的解决方案。本文旨在研究不等长的翅片排列和翅片的倾斜角度在充电过程中对 LHTES 系统性能的综合影响。LHTES 系统由一个装满石蜡(RT55)作为 PCM 的圆柱形容器组成。首先建立并验证了数值模型,然后模拟各种翅片结构,分析 PCM 的整个熔化时间。在四种具有代表性的情况下,进一步研究了熔化过程的特征,包括完全熔化时间、熔体分数的演变、平均最大速度、流线轮廓、温度均匀性和平均努塞尔特数。结果表明,与采用普通环形翅片的基准情况相比,采用不等长且向下的环形翅片的最佳情况可使 PCM 的完全熔化时间显著缩短 49.8%。此外,最佳配置还将 PCM 的最大平均最大速度提高了 35.36%,从而使温度分布更加均匀,努塞尔特数也更高。
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引用次数: 0
Numerical investigation of H2/Air fueled micro combustion characteristics with trapezoidal ribs for micro thermophotovoltaic applications: Effect of rib height 用于微型热光电应用的带有梯形肋条的 H2/Air 燃料微型燃烧特性的数值研究:肋条高度的影响
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-07-14 DOI: 10.1177/09576509231189774
Abdelbasset Lachraf, Mohamed Si Ameur
In this numerical study, the impact of equidistant trapezoidal ribs on the characteristics of premixed H2-air micro-combustion was investigated, with a specific focus on the rib height. The study comprehensively examined flame structure, flame front position, flame speed, and combustion efficiency. A comparative analysis was performed between a backward-facing step micro combustor (MCSD) and micro combustors with varying rib heights: MCRD1 (0.5 mm), MCRD2 (0.6 mm), and MCRD3 (0.7 mm). The incorporation of trapezoidal ribs resulted in the creation of elongated and evenly distributed recirculation zones, significantly enhancing mixing and promoting flame stability, particularly at higher rib heights. The recirculation zones played a critical role in influencing the chemical reaction rate and the species distribution, leading to higher flame speed and greater combustion intensity. The findings highlight the outcomes of incorporating ribs in terms of combustion efficiency. The combustion efficiency values for MCRD1, MCRD2, and MCRD3 were recorded as 96.95%, 96.75%, and 96.61%, respectively, while the MCSD had a combustion efficiency of 97.14%. Hence, the recommended range of rib height is considered advantageous in ensuring an optimal balance between improved flame stabilization and maintaining a satisfactory level of combustion efficiency. The findings provide valuable insights for optimizing micro-thermophotovoltaic systems.
在这项数值研究中,研究了等距梯形肋条对预混合 H2- 空气微燃烧特性的影响,重点是肋条高度。研究全面考察了火焰结构、火焰前沿位置、火焰速度和燃烧效率。研究对后向阶梯式微型燃烧器(MCSD)和不同肋片高度的微型燃烧器进行了比较分析:MCRD1(0.5 毫米)、MCRD2(0.6 毫米)和 MCRD3(0.7 毫米)。加入梯形肋片后,形成了细长且分布均匀的再循环区,显著增强了混合效果并提高了火焰稳定性,尤其是在肋片高度较高的情况下。再循环区在影响化学反应速率和物种分布方面发挥了关键作用,从而提高了火焰速度和燃烧强度。研究结果凸显了加入肋条对燃烧效率的影响。MCRD1、MCRD2 和 MCRD3 的燃烧效率值分别为 96.95%、96.75% 和 96.61%,而 MCSD 的燃烧效率为 97.14%。因此,建议的肋条高度范围被认为有利于确保在改善火焰稳定性和保持令人满意的燃烧效率之间实现最佳平衡。研究结果为优化微型热光电系统提供了有价值的见解。
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引用次数: 0
Investigation on novel natural gas fueled homogeneous charge compression ignition engine based combined power and cooling system 基于动力与冷却联合系统的新型天然气均装压缩点火发动机研究
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-07-10 DOI: 10.1177/09576509231188812
Tawfiq Al-Mughanam, A. Khaliq
A significant part of energy of fuel supplied is lost in internal combustion engines in the form of atmospheric discharge of engine exhaust gases which are considered as a big source of engine inefficiency and formation of pollutant emissions. To address this issue, a bottoming cycle combining the transcritical CO2 (T-CO2) refrigeration cycle and the supercritical CO2 (sCO2) power cycle is employed, aiming to produce cooling for food preservation by utilizing the exhaust heat of homogeneous charge compression ignition (HCCI) engine powering the refrigerated truck. The operative variables and their effect on thermal and exergetic efficiency of HCCI engine and the combined system are investigated. At the base case operative conditions, the thermal and exergy efficiencies of natural gas fueled HCCI engine are improved significantly from 48.69% to 61.28% and from 41.14% to 42.79%, respectively, after employing the sCO2 powered T-CO2 refrigeration cycle. Promotion of equivalence ratio from 0.3 to 0.9 enhances the thermal and exergy efficiencies of HCCI engine from 47.44% to 49.54% and from 40.14% to 42.12%, respectively. Increasing of engine speed from 1400 r.p.m to 2200 r.p.m provides marginal improvement in HCCI engine efficiencies but the efficiencies of combined cycle are significantly improved from 57.67% to 65.18% and from 40.64% to 45.06%, respectively. Finally, exergy analysis applied to determine the sources of non-idealities within the system revealed that out 361 kW (100%) fuel exergy supplied to the system, HCCI engine destroys 93.31 kW (25.85%), catalytic convertor destroys15.49 kW (4.29%), and the in-cylinder heat transfer losses and system exhaust losses are found as 35.72 kW (9.91%) and 16.61 kW (4.61%), respectively.
燃料供给的很大一部分能量在内燃机中以发动机废气的形式排放到大气中,这被认为是发动机效率低下和污染物排放形成的一个重要来源。为了解决这一问题,采用了跨临界CO2 (T-CO2)制冷循环和超临界CO2 (sCO2)动力循环相结合的底循环,旨在利用均质装药压缩点火(HCCI)发动机的余热为冷藏车提供动力,为食品保鲜提供冷却。研究了HCCI发动机及其组合系统的工作参数及其对热效率和火用效率的影响。在基本工况条件下,采用sCO2驱动的T-CO2制冷循环后,天然气燃料HCCI发动机的热效率和火用效率分别从48.69%提高到61.28%和41.14%提高到42.79%。当当量比由0.3提高到0.9时,HCCI发动机热效率和火用效率分别由47.44%和40.14%提高到49.54%和42.12%。将发动机转速从1400转/分提高到2200转/分,HCCI发动机效率略有提高,但联合循环效率分别从57.67%提高到65.18%和40.64%提高到45.06%。最后,通过火用分析确定系统内非理想源,结果表明,在提供给系统的361 kW(100%)燃料火用中,HCCI发动机消耗93.31 kW(25.85%),催化转化器消耗15.49 kW(4.29%),缸内传热损失35.72 kW(9.91%),系统排气损失16.61 kW(4.61%)。
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引用次数: 0
Numerical analysis of catalyst particle deposition characteristics in a flue gas turbine with an improved particle motion and deposition model 基于改进颗粒运动与沉积模型的烟气轮机催化剂颗粒沉积特性数值分析
IF 1.7 4区 工程技术 Q2 Engineering Pub Date : 2023-07-10 DOI: 10.1177/09576509231188183
Liuxi Cai, Jiawei Yao, Y. Hou, Shunsen Wang, Yun Li, Z. Feng
To more accurately understand and predict the deposition behavior of catalyst particles in the flue gas turbine cascade, test and numerical combined study is performed in this paper. Based on the systematic analysis of the deposition process and physical mechanism of the catalyst particles, the traditional DRW model, critical velocity particle deposition model and removal model were corrected with the user defined function custom function and validated with the actual deposition morphology. On this basis, the effects of the particle Stokes number and flue gas parameters on the particle deposition characteristics of the flue gas turbine cascade were detailed investigated. The results show that the revised DRW model, critical velocity and removal model can more accurately predict the deposition location and deposition rate of particles in the turbine cascade. With the increase in the Stokes number of particles, the average particle impact rate on the blade surface gradually increased, while the average deposition rate showed a trend of first increasing and then decreasing. The average deposition rate of particles in the rotor blade surface is roughly twice as high as that in the stator surface. With the increase of the flue gas expansion ratio, the deposition rate of particles less than 3 μm gradually increases, while the deposition rate of particles greater than 3 μm tends to decrease. In addition, the change in the flue gas expansion ratio has no obvious effect on the particle deposition distribution in different size ranges.
为了更准确地了解和预测烟气轮机叶栅中催化剂颗粒的沉积行为,本文进行了试验与数值相结合的研究。在系统分析催化剂颗粒沉积过程和物理机理的基础上,采用用户自定义函数自定义函数对传统的DRW模型、临界速度颗粒沉积模型和去除模型进行修正,并用实际沉积形貌进行验证。在此基础上,详细研究了颗粒斯托克斯数和烟气参数对烟气涡轮叶栅颗粒沉积特性的影响。结果表明,修正后的DRW模型、临界速度和去除模型能更准确地预测颗粒在涡轮叶栅中的沉积位置和沉积速率。随着颗粒Stokes数的增加,颗粒对叶片表面的平均撞击率逐渐增大,平均沉积率呈现先增大后减小的趋势。颗粒在动叶表面的平均沉积速率大约是静叶表面的两倍。随着烟气膨胀比的增大,小于3 μm颗粒的沉积速率逐渐增大,大于3 μm颗粒的沉积速率有减小的趋势。此外,烟气膨胀比的变化对不同粒径范围内颗粒沉积分布无明显影响。
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引用次数: 0
期刊
Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy
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