학술논문

Research and Application of Variational Mode Decomposition in Sluice Vibration Detection
Document Type
Conference
Source
2024 7th International Conference on Advanced Algorithms and Control Engineering (ICAACE) Advanced Algorithms and Control Engineering (ICAACE), 2024 7th International Conference on. :1208-1211 Mar, 2024
Subject
Components, Circuits, Devices and Systems
Robotics and Control Systems
Signal Processing and Analysis
Vibrations
Control engineering
Chirp
Noise
Bandwidth
Market research
Hazards
VMD
sluice
vibration
simulation
Language
Abstract
We introduced the basic principle of Variational Mode Decomposition (VMD). The reliability and feasibility of VMD in the frequency analysis and decomposition of sluice vibration signals are studied by means of a simulation signal consisting of quadratic trend term, chirped signal and segmented cosine. Through the application of VMD to the actual work of sluice vibration detection, it is confirmed that the method can eliminate the noise signal of sluice vibration, and can better reflect the real vibration of sluice in the state of water flow. We decomposed and reconstructed the Qiaogong sluice vibration acceleration signal by VMD, get the root mean square value of the vibration displacement is $98.8\ \mu\mathrm{m}$. The displacement belongs to the hazard degree of tiny vibration. The vibration also conforms to the combined effect of amplitude and frequency, it is harmless to the sluice.