Load forecasting of shore power (SP) plays an important role in the decision-making electrical grid due to docked ships are necessary plug into grid. However, obtaining a large amount labeled data on is time-consuming, presenting challenge for Shore Power Forecasting. Additionally, multiple raw information entries could lead feature redundancy. To address these issues, we proposed novel three-s...