基于POD和DMD的水轮机运行模式双螺旋涡绳相干结构分析

IF 8.9 2区 工程技术 Q1 ENERGY & FUELS
Guodong Liu , Longgang Sun , Pengcheng Guo , Yanyan Li , Wei Wang , Zhihu Wang
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引用次数: 0

摘要

在低负荷工况下,水泵水轮机尾水管内会出现双螺旋涡绳(Double-helix Vortex Rope, DVR),产生压力脉动,对抽水蓄能电站(PSPS)的失稳有重要影响。为了研究尾水管内DVR的特性,本文以低负荷43%稳定运行的模型水泵水轮机为研究对象。通过系统的数值计算,从尾流管的经度切片上提取了近5次转轮转数的600张流场快照,形成压力矩阵,进行正交分解(POD)和动态模态分解(DMD)。结果表明,DVR (fDVR)诱导的压力脉动为0.8 fn,约为传统单螺旋涡绳(SVR)的两倍。POD分析表明,POD模态1和2的主导频率均为fDVR,其能量贡献总和超过70%。但各POD模式均存在混叠现象。相比之下,DMD分析表明,能量贡献为1%的DMD模式3的频率为0.85 fn,与fDVR接近,不存在频率混叠。POD模态1、2、5以及除模态5外的所有DMD模态对流场影响显著。DMD模式3的压力轮廓与POD模式1和2相似,提示与DVR有关。此外,提取不同时刻的DMD模态3的时间演化,揭示了DVR旋转过程的特征。本研究为DVR提供了新的见解,并为实现更稳定的PSPS运行提供了参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coherent structure analysis of double-helix vortex rope in pump turbine operating in turbine mode based on POD and DMD
Under low-part load conditions, Double-helix Vortex Rope (DVR) can occur in the draft tube of pump turbines, causing pressure pulsations that contribute significantly to the instability of Pumped Storage Power Stations (PSPS). With the intent of studying the characteristics of the DVR in draft tube, this paper focuses on a model pump turbine that operated stably at 43 % low-part load. Systematic numerical calculations were conducted, extracting 600 snapshots of the flow field from longitude slice of the draft tube during last 5 runner revolutions to form a pressure matrix for Proper Orthogonal Decomposition (POD) and Dynamic Mode Decomposition (DMD). The results show that the pressure pulsation induced by DVR (fDVR) is 0.8 fn, which is approximately twice the traditional Single-helix Vortex Rope (SVR). POD analysis revealed that the dominant frequency of the POD mode 1 and 2 are both fDVR and the summation energy contributions of them exceeded 70 %. However, frequency aliasing existed in each POD modes. In contrast, DMD analysis showed that the frequency of the DMD mode 3 with 1 % energy contribution is 0.85 fn, which is closed to the fDVR, and no frequency aliasing existed. POD modes 1, 2, and 5, along with all DMD modes except mode 5, significantly impact the flow field. Pressure contour of the DMD mode 3 is similar to the POD mode 1 and 2, suggesting a link to the DVR. Additionally, the time evolution of DMD mode 3, extracted at different moments, reveals that it characterizes the spinning process of the DVR. This study provides new insights to the DVR and offers a reference for achieving more stable PSPS operation.
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来源期刊
Journal of energy storage
Journal of energy storage Energy-Renewable Energy, Sustainability and the Environment
CiteScore
11.80
自引率
24.50%
发文量
2262
审稿时长
69 days
期刊介绍: Journal of energy storage focusses on all aspects of energy storage, in particular systems integration, electric grid integration, modelling and analysis, novel energy storage technologies, sizing and management strategies, business models for operation of storage systems and energy storage developments worldwide.
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