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Boiler Tube Leakage Acoustic Localization Base on AGA

机译:基于AGA的锅炉管泄漏声定位。

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Efficient and reliable operation is the main requirement of the modern power plant,hence it's significant that the boiler tube leakage source is localized precisely. The four-element acoustic array was exploited in the furnace and schematic of sensors distributed for capture the leakage signal were given. A set of hyperbolic equations were established and Accelerating genetic algorithm (AGA) was proposed to give iterative solution avoiding initial guess and far-field assumption. The stable and sharp peak can be obtained by an approximation of the maximum likelihood (ML) estimator, which was verified via the experiment on localization of leakage. The time differences of arrival (TDOA) error level was 0.1us, the array failed to fix position as the remarkable coordinate error, while the error level was 0.01us, the coordinates error was linearized and reduced to the permitted range (less than 1m).
机译:高效可靠的运行是现代电厂的主要要求,因此准确定位锅炉管泄漏源非常重要。在炉中使用了四元素声学阵列,并给出了用于捕获泄漏信号的分布式传感器示意图。建立了一组双曲方程,并提出了加速遗传算法(AGA),以给出避免初始猜测和远场假设的迭代解。可以通过近似最大似然(ML)估计值来获得稳定且尖锐的峰值,该估计值已通过泄漏局部化实验进行了验证。到达时间差(TDOA)误差水平为0.1us,阵列无法将位置固定为显着坐标误差,而误差水平为0.01us,坐标误差被线性化并减小到允许范围内(小于1m) 。

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