A time series forecasting model for high-resolution compressor aerodynamic noise prediction using nonlinear autoregressive neural networks

Zexi Wu, Xu Zhan, Chen Liu, Yipeng Cao, Yang Liu, College of Power and Energy Engineering, Harbin Engineering University, Chongqing Jiangjin Shipbuilding Industry Co

Journal of Vibration and Control

Published online on October 25, 2025

Abstract

Journal of Vibration and Control, Ahead of Print.
In the prediction of compressor aerodynamic noise, traditional transient computational fluid dynamics (CFD) simulations can provide detailed data on flow fields and noise sources. However, these methods face significant challenges in practical ...