PV Dust Detection Model

Light Transmittance Estimation

An end-to-end model based on light transmittance estimation to quantify dust density on PV panels and guide cleaning strategies.

Linhong, Chen · Fan, Siyuan · Shengyao, Sun · Cao, Shengxian · Sun, Tianyi · Liu, Peng · Han, Gao · Yanhui, Zhang · Wei, Ding

Energy 2025

Advantages

Lowest MSE of 0.00044

Relative error below 0.03 for uniform and non-uniform transmittance