Time Delay Identification Method of Wind Turbine Drivetrain Test Bench Based on Instability Characteristics Observation

IF 3.4 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Lianjun Zhou;Zaiyu Chen;Minghui Yin;Senhua Luo
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Abstract

There is a huge difference in rotational inertia between the wind turbine drivetrain test bench (WTDTB) and the actual wind turbine, which needs to be accurately compensated. As a closed-loop control system with time delay, WTDTB working in the inertia simulation mode is prone to instability. The existing researches solve this problem by the time delay stability control algorithm based on high-order filter, which is on the premise that the filter order and the time delay order of the inertia compensation loop accurately match. However, the torque command response method currently used to measure time delay is not effective in practical applications. In order to accurately obtain the time delay, this paper draws on the idea of soft measurement based on operation parameters, finds and proves that there is a definite quantitative relationship between the compensation torque oscillation period and the time delay. On this basis, a time delay identification method based on instability characteristics observation is proposed. This method causes the controlled oscillation of the test bench by reasonably designing the oscillation experiment, extracts the oscillation period, and determines the time delay accordingly. The experiment results based on 15kW WTDTB verify the feasibility and effectiveness of the proposed method.
基于失稳特性观测的风电传动系统试验台时滞辨识方法
风力机传动系统试验台(WTDTB)的转动惯量与实际风力机存在较大差异,需要对其进行精确补偿。WTDTB作为一个具有时滞的闭环控制系统,工作在惯性仿真模式下容易出现不稳定。现有的研究通过基于高阶滤波器的时延稳定控制算法来解决这一问题,该算法的前提是滤波器阶数与惯性补偿回路的时延阶数精确匹配。然而,目前用于测量时延的扭矩命令响应法在实际应用中效果并不理想。为了准确地获得时滞,本文借鉴了基于运行参数的软测量思想,发现并证明了补偿转矩振荡周期与时滞之间存在一定的定量关系。在此基础上,提出了一种基于不稳定特性观测的时滞辨识方法。该方法通过合理设计振荡实验,提取振荡周期,确定相应的延时,从而引起试验台的可控振荡。基于15kW WTDTB的实验结果验证了该方法的可行性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Access
IEEE Access COMPUTER SCIENCE, INFORMATION SYSTEMSENGIN-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
9.80
自引率
7.70%
发文量
6673
审稿时长
6 weeks
期刊介绍: IEEE Access® is a multidisciplinary, open access (OA), applications-oriented, all-electronic archival journal that continuously presents the results of original research or development across all of IEEE''s fields of interest. IEEE Access will publish articles that are of high interest to readers, original, technically correct, and clearly presented. Supported by author publication charges (APC), its hallmarks are a rapid peer review and publication process with open access to all readers. Unlike IEEE''s traditional Transactions or Journals, reviews are "binary", in that reviewers will either Accept or Reject an article in the form it is submitted in order to achieve rapid turnaround. Especially encouraged are submissions on: Multidisciplinary topics, or applications-oriented articles and negative results that do not fit within the scope of IEEE''s traditional journals. Practical articles discussing new experiments or measurement techniques, interesting solutions to engineering. Development of new or improved fabrication or manufacturing techniques. Reviews or survey articles of new or evolving fields oriented to assist others in understanding the new area.
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