逐步规范化重建的应用在应变梁的校准上
Jingjing Liu1, Wensong Jiang1, Zai Luo1
1College of Metrology Measurement and Instrument, China Jiliang University, Hangzhou 310018, China.
Sensors (Basel, Switzerland)
|May 11, 2024
概括
一种新的零碎提霍诺夫规范化方法准确地重建动态负载,用于应变传感器校准. 这种方法克服了传统方法中常见的趋同问题,在各种频率上显示出显著提高的准确性.
科学领域:
- 工程 工程师 工程师 工程师
- 信号处理 信号处理
- 应用数学 应用数学 应用数学
背景情况:
- 标准束用于通过负载重建模型进行应变传感器校准.
- 这些模型往往无法对动态负载进行收,这是由于反向问题的不恰当性质.
研究的目的:
- 为准确的动态负载重建提出一套新的提霍诺夫规范化 (PTR) 方法.
- 解决不同频率的现有方法的收局限性.
主要方法:
- 开发了一个转移函数矩阵,使用denoised激发和响应.
- 应用单数值分解 (SVD) 并将单数值划分为子矩阵,使用零碎函数.
- 优化部分子矩阵以解决规范化参数.
主要成果:
- 通过PTR方法,70 Hz时的平均相对误差 (MREs) 为6.20%,80 Hz时的平均误差为5.86%.
- 与传统的提霍诺夫方法 (GCV和L曲线) 相比,PTR显示MRE和百分比相对误差 (PREs) 明显较低.
- 对于PTR,PRE在70 Hz时为3.54%,在80 Hz时为3.73%.
结论:
- 拟议的PTR方法有效地重建了不同频率的动态负载.
- 该技术为应变传感器校准提供了强大的解决方案,克服了传统方法的局限性.
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