Jing Li

Noise-Robust Distributed PV Power Prediction with Sampling-Noise Awareness

This paper presents a forecasting strategy for distributed photovoltaic (PV) systems using the echo state network (ESN), aiming to improve forecasting performance with data noise at sampling points of dispersed PV data collection devices. In real-world scenarios, noisy and non-normally distributed data caused by sensor...