watt4cast

Student project on FERI, where we created a solar panel production forecast model.

Year2024

RoleTeam project, FERI

Stack

Pythonpandasscikit-learn

Cover screenshot

Problem

Solar production depends heavily on the weather, which makes it hard to plan energy use ahead of time.

What I built

As a team we combined historical production and weather data and trained a model that forecasts solar panel output.

Screenshot