RoSA:A Mechatronically Synthesized Dataset for Rotodynamic System Anomaly Detection
Yip Fun Yeung,Alex Paul-Ajuwape,Farida Tahiry,Mikio Furokawa,Takayuki Hirano,Kamal Youcef-Toumi,Yip Fun Yeung,Alex Paul-Ajuwape,Farida Tahiry,Mikio Furokawa,Takayuki Hirano,Kamal Youcef-Toumi
The time-series datasets commonly applied for anomaly detection research showcase specific suboptimal properties. This work novelly conceptualizes condition state synthesis to improve the data-synthetic pipeline of an anomalous-event dataset. We demonstrate two technical contributions in this study. First, we propose a methodology to formulate, accelerate and enrich the condition state synthetic p...
