Optimal Layout of Sensors on Wind Turbine Blade Based on Combinational Algorithm

This work proposes a comprehensive combinational algorithm for sensor layout to solve the problem that unreasonable sensor layout affects the effectiveness of data selection and reduces the accuracy of monitoring system in healthy monitoring system of wind turbine blade structure. This algorithm int...

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Bibliographic Details
Main Authors: Guimei Gu, Yu Zhao, Xin Zhang
Format: Article
Language:English
Published: Hindawi - SAGE Publishing 2016-02-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1155/2016/5782026
Description
Summary:This work proposes a comprehensive combinational algorithm for sensor layout to solve the problem that unreasonable sensor layout affects the effectiveness of data selection and reduces the accuracy of monitoring system in healthy monitoring system of wind turbine blade structure. This algorithm integrates the advantages of kinetic energy method, effective independence method, modal assurance criterion (MAC), and many other optimal methods. In order to avoid information redundancy caused by partial concentration of test spots, Euclidean distance was introduced as the iteration condition of algorithm. Finite element simulation and experimental results show that the layout obtained by this method is beneficial to improving signal-to-noise ratio and can maximize the crossing angle between target vibration modes. Therefore, relatively complete characteristics of actual wind turbine blade structure can be obtained.
ISSN:1550-1477