1. 兰州交通大学机电工程学院
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刘满东, 彭珍瑞. 基于激励点优化和信号能量的结构损伤识别[J]. 机械强度, 2021,43(3):554-560.
LIU ManDong, PENG ZhenRui. STRUCTURAL DAMAGE DETECTION BASED ON THE EXCITATION POINTS OPTIMIZATION AND ENERGY OF SIGNALS[J]. 2021,43(3):554-560.
刘满东, 彭珍瑞. 基于激励点优化和信号能量的结构损伤识别[J]. 机械强度, 2021,43(3):554-560. DOI: 10.16579/j.issn.1001.9669.2021.03.007.
LIU ManDong, PENG ZhenRui. STRUCTURAL DAMAGE DETECTION BASED ON THE EXCITATION POINTS OPTIMIZATION AND ENERGY OF SIGNALS[J]. 2021,43(3):554-560. DOI: 10.16579/j.issn.1001.9669.2021.03.007.
为了有效激发结构的局部振动模态,分析响应信息并进行损伤识别,构建了一种基于激励点优化和不同损伤状态下信号能量的结构损伤识别方法。首先建立结构动力学模型,计算模态振型;再以MAC矩阵非对角元素最小值作为适应度函数,采用改进粒子群算法(MPSO)优化激励点数量和位置,以MAC非对角元平均值和均方根(RMS)准则评价不同激励点布置方案;然后激励桁架试验模型对应的位置,再计算损伤前后测点处时域信号的能量,从而根据其相对变化识别结构的损伤位置和损伤程度。另外对不同损伤的信号加入信噪比为10 d B的高斯白噪声后,该方法仍能够识别结构的损伤位置和程度,试验结果验证了此方法的可行性。
In order to effectively excite the local vibration mode of the structure,analyze response information and identify the damage,a structural damage detection method is constructed based on the excitation points optimization and energy of signals at different damage states. Firstly,the dynamic model of the structure is established and used to calculate the modal shapes,and then the minimum value of non-diagonal elements of MAC matrix is used as the fitness function. Modified particle swarm optimization( MPSO) is used to optimize the number and position of excitation points,and evaluate of different excitation points arrangement schemes by MAC non-diagonal mean value and root mean square( RMS) criterion. Then,the corresponding position of the truss test model is excited,and the time-domain signal energy at the measuring point before and after the damage is calculated,so as to identify the damage position and damage degree of the structure according to its relative change. In addition,the method can still identify the damage position and damage degree of the structure after Gaussian white noise with the signal-tonoise ratio of 10 dB is added to the signals at different working conditions. The experimental results verify the feasibility of the method.
损伤识别激励点时域信号桁架粒子群算法
Damage detectionExcitation pointsTime-domain signalTrussParticle swarm optimization
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