基于波形输出,仅用于复合结构的损坏检测
Rims Janeliukstis1, Deniss Mironovs1
1Institute of Materials and Structures, Riga Technical University, LV-1048 Riga, Latvia.
Sensors (Basel, Switzerland)
|July 14, 2023
概括
本研究引入了一种新的结构健康监测方法,使用时间频率分析和核密度估计 (KDE) 来检测复合结构中的损伤. 该方法提高了可靠性,并准确评估损害严重程度.
科学领域:
- 结构工程 结构工程
- 材料科学 材料科学 材料科学
- 信号处理 信号处理
背景情况:
- 运营模式分析对于使用模式参数评估结构完整性至关重要.
- 现有的结构健康监测方法可以通过先进的信号处理技术来增强.
研究的目的:
- 开发和验证用于结构健康监测的新型损害检测方案.
- 使用时间频率方法和核密度估计 (KDE) 来识别结构损伤.
主要方法:
- 采用连续波波变换来识别模态参数 (共振频率,减噪比).
- 实施损坏检测方案,使用模态参数的KDE和偏差指示的欧几里德距离.
- 在玻璃纤维增强的高分子圆柱体外上进行实验验证,造成损伤.
主要成果:
- 连续波量变换有效地识别模式参数,增强数据数量和可靠性.
- 根据KDE的欧几里德距离,提出的损害指标显示了与Mahalanobis距离相比较的准确性.
- 该方法准确地捕捉到损坏的严重程度,并且计算起来更简单.
结论:
- 时间频率方法和KDE为结构健康监测提供了可靠和高效的方法.
- 开发的损坏指标为检测和量化结构损坏提供了一个强大的,在计算上更简单的替代方案.
- 这项研究推动了复合材料结构健康监测领域的发展.
相关概念视频
Modes of Standing Waves - I
2.9K
A close look at earthquakes provides evidence for the conditions appropriate for resonance, standing waves, and constructive and destructive interference. A building may vibrate for several seconds with a driving frequency matching the building's natural frequency of vibration; this produces a resonance that results in one building collapsing while the neighboring buildings do not. Often, buildings of a certain height are devastated, while other taller buildings remain intact. This...
2.9K
Microcracking in Concrete
151
Microcracking in concrete refers to the tiny cracks that can form within the material even before any external load is applied. These microcracks typically occur at the interface between the coarse aggregate and the hydrated cement paste, often as a result of differential volume changes prompted by variations in stress-strain behavior, as well as thermal and moisture movement. Initially, these microcracks remain stable and do not grow substantially until the concrete is stressed to about 30...
151
Deformation of a Beam under Transverse Loading
336
Understanding beam deflection, particularly for indeterminate beams with overhanging segments and multiple concentrated loads, is crucial for ensuring structural integrity and functionality. The process begins with constructing an accurate free-body diagram, which helps identify the forces and moments acting on the beam. This diagram is vital for visualizing how bending moments vary along the beam's length, influencing its curvature.
The insights from the bending moment diagram extend to...
The insights from the bending moment diagram extend to...
336
Impact Loading on a Cantilever Beam
432
The analysis of a cantilever beam with a circular cross-section subjected to impact loading at its free end illustrates the conversion of potential energy from a dropped object into kinetic energy, which is then absorbed by the beam as strain energy. This process is crucial for understanding how materials behave under dynamic loads, which is important in fields such as construction and aerospace.
When an object is dropped onto the free end of a cantilever, its potential energy due to gravity is...
When an object is dropped onto the free end of a cantilever, its potential energy due to gravity is...
432
Sound Waves: Interference
3.8K
Sound waves can be modeled either as longitudinal waves, wherein the molecules of the medium oscillate around an equilibrium position, or as pressure waves. When two identical waves from the same source superimpose on each other, the combination of two crests or two troughs results in amplitude reinforcement known as constructive interference. If two identical waves, that are initially in phase, become out of phase because of different path lengths, the combination of crests with troughs...
3.8K
Interference and Diffraction
36.5K
Interference is a characteristic phenomenon exhibited by waves. When two electromagnetic waves interact with their peaks and troughs coinciding, a resulting wave with enhanced amplitude is produced. This is known as constructive interference. In this case, the two waves interacting are in phase with each other.
36.5K


