Lstm Vibration Prediction Based on Wavelet Analysis and Pso for the Pumped Storage Hydropower Unit

• Published in: IEEE International Conference on Power and Energy Systems (Online) pp. 492 - 498
• Main Authors: Wang, Quan, Yang, Chen, Nie, Liangliang, Liu, Xuan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 13.12.2024
• Subjects: Accuracy; Analytical models; Data models; Long short term memory; Particle swarm optimization; Prediction algorithms; Predictive models; Pump-turbine; Stability analysis; Vibration; Vibrations; Wavelet analysis; Wavelet transforms

Against the backdrop of the global energy transition, achieving carbon peaking and carbon neutrality has become a common goal of the international community. Pumped storage, as a pivotal energy storage technology, plays a crucial role in the regulation of power grids. This study concentrates on the...