Europeans are used to constant electricity supply and rarely experience blackouts. TransnetBW’s control room is one of the places where people are working 24/7 to maintain this seemingly inexhaustible flow. The company is one of four transmission system operators in Germany and industry partner of our Challenge 2023. Transmission system operators ensure that the electricity grid is stable. To do this, the same amount of electricity must be fed into the grid as is taken out at any point in time to maintain a frequency of 50 Hertz. To ensure this, TransnetBW uses automated control signals to instruct power plant operators to ramp up or down their infeed. In this challenge we look at the secondary reserve (a primary and a tertiary version also exists) that must be active after a maximum of 5 minutes.
Until recently, every European state used power plants in their own country to maintain the system balance. This has regularly led to the following situations: In Germany, for example, a power plant is ramped up and a few kilometers further across the border another power plant is ramped down. The costs that are incurred by this inefficient use of reserves are ultimately paid by all electricity customers. Since 2022, TransnetBW operates the PICASSO platform that coordinates the deployment of secondary reserve in real time, ensuring an optimal usage of reserves in a European domestic balancing market. This leads to macroeconomic savings of several hundred million euros per year and contributes to the decarbonization of the balancing market.
From its control room, TransnetBW operates the PICASSO platform and thus the world’s largest system for real time optimization of electricity flows. To ensure the correct functionality of the platform, information on imbalances, reserves, transmission capacities and many other time series are constantly monitored. These monitored features sometimes behave strangely, indicating to the control room engineers that it might be necessary to take action. Algorithms that recognize anomalies early and precisely may be of great help here. That’s why TransnetBW, in cooperation with Fraunhofer IEE, provides a previously unpublished data set consisting of various PICASSO platform time series to participants. An (AI) algorithm should be tuned to detect anomalies in platform operation. If this is successful, AI based solutions could support TransnetBW and other transmission system operators in better recognizing deviations from regular operation and in acting accordingly. The challenge aims at evaluating different solution methodologies in a short period of time and establishing personal contacts between industry and AI developers.
Participate as individual or in a team. At the kickoff event you can team up with other participants and you can merge teams during the challenge.
The link to the competition will be displayed on this website from 14.12.2023 onward. You can work on the challenge platform Kaggle or use your own toolchain.
Join us on our discord channel for discussions before, during and after the challenge. The organizers will check the channel regularly and help out if you get stuck.
This is not only about doing magic on data, it’s also about getting in touch. Therefore the challenge is designed as a mix of working sessions and events (check out timeline below).
14.12.2023
3 – 5 pm
Online Kickoff Event & Start of Challenge
11.01.2023
4 – 5 pm
Online Q&A Session
31.01.2024
11:59 pm
Submission Deadline
14.02.2024
1 – 3:30 pm
Onsite Final Event @TransnetBW in Wendlingen (near Stuttgart)
Join Zoom here
Please note that these dates are optional. You can also join if you cannot participate in the events. The link to the competition will be displayed on this website from 14.12.2023 onward.
Please register on this website before joining the Kaggle platform.