ASDAH: An automated structural change detection algorithm based on the Hilbert-Huang transform

作者：Carbajo Esther Simon; Carbajo Ricardo Simon; Mc Goldrick Ciaran; Basu Biswajit^*

来源：Mechanical Systems and Signal Processing, 2014, 47(1-2): 78-93.

DOI：10.1016/j.ymssp.2013.06.010

• Automated online algorithm
• Structural change detection
• Hilbert-Huang transform
• EMD
• Energy-based frequency weighting

A novel automated structural change detection algorithm is presented in this paper. The algorithm is principally based on a windowed Hilbert-Huang transform of online data, and incorporates a combination of energy based averaging and moving window averaging. The expected system behaviour is characterised during a dynamic parameterisation and training phase. A hierarchical alarm mechanism is employed to account for short and long term changes in the structural properties. The algorithm has been validated in an experimental setting with two different structures: a single degree of freedom (SDOF) discrete dynamical system and a 2.5 kW wind turbine blade. The system has been shown to reliably and promptly detect structural changes in both structures, one with a stiffness variation and the other with mass variation.

• 出版日期2014-8-3