no code implementations • 2 Jan 2024 • Junliang Wang, Qinghua Zhang, Guanhua Zhu, Guoxi Sun
Our findings demonstrate that the CVGAN model, in terms of both MMD and FID metrics, outperforms many advanced methods in both autoregressive and non-autoregressive generation modes.
no code implementations • 26 Nov 2023 • Junliang Wang, Qinghua Zhang, Guanhua Zhu, Guoxi Sun
Accurate prediction of the Remaining Useful Life (RUL) of rolling bearings is crucial in industrial production, yet existing models often struggle with limited generalization capabilities due to their inability to fully process all vibration signal patterns.
no code implementations • 17 Nov 2023 • Junliang Wang, Qinghua Zhang, Guanhua Zhu, Guoxi Sun
The prediction of the remaining useful life (RUL) of rolling bearings is a pivotal issue in industrial production.