Rethinking Remaining Useful Life Prediction with Scarce Time Series Data: Regression under Indirect Supervision

Jiaxiang Cheng, Yipeng Pang, Guoqiang Hu

Supervised time series prediction relies on directly measured target variables, but real-world use cases such as predicting remaining useful life (RUL) involve indirect supervision…