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Optimal placement of FBG sensors for reconstruction of flexible plate structures using modal approach

机译:FBG传感器的最佳位置,用于使用模态方法重建柔性板结构

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An optimization method based on mode approach and improved genetic algorithms is developed for optimal FBG sensors placement in health monitoring and reconstruction of flexible thin-plate structure. The optimization objective is to obtain a kind of placement of FBG sensors which has the best reconstruction effects. The structure is modeled using Finite Element methods and modal analysis is carried out to create a modal space which provides data for both shape-reconstruction and error-calculation. The optimization is performed by improved genetic algorithm that uses the mean square error of reconstruction for the comparison of different optimal solution candidates. FBG sensors were arranged on the structural surface and experiment with an optimized sensor placement were performed to verify the effectiveness of the method and the simulation results.
机译:提出了一种基于模态方法和改进遗传算法的优化方法,用于柔性薄板结构健康监测和重构中FBG传感器的最优布置。优化目标是获得一种具有最佳重构效果的FBG传感器。使用有限元方法对结构进行建模,并进行模态分析以创建模态空间,该模态空间为形状重构和误差计算提供数据。优化是通过改进的遗传算法执行的,该遗传算法将重构的均方误差用于比较不同的最佳解决方案候选者。将FBG传感器布置在结构表面上,并进行了优化的传感器放置实验,以验证该方法和仿真结果的有效性。

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