In an era marked by the pressing need to address climate change, innovative solutions in energy management are becoming increasingly crucial.

In this talk, three main contributions to the field of energy forecasting will be presented:

• The first contribution is a novel method for long-term forecasting of individual household electricity consumption, demonstrating high accuracy and scalability.
• The second introduces a global probabilistic approach for short-term forecasting of individual households consumption, particularly robust to changing patterns.
• The third establishes an innovative pipeline for optimising energy efficiency in office buildings through automated plug on and off scheduling.

Each of these contributions underscores the pivotal role of advanced forecasting in energy management. But how exactly does energy time series forecasting intertwine with the broader goals of the energy transition?

Learn more at the next value in energy data webinar on Wednesday 23 October 2024.