It’s Monday afternoon in a busy office building. The AC hums, the lights are on, and the devices charge. Behind the scenes, the building quietly shifts its energy use in response to the grid. Thermostats adjust. Batteries discharge. All done silently with the help of a demand response mode that flexes load to stabilise the grid. FlexTrack 2025 ⚡️ challenges you to build machine learning models that can: 1. Detect when demand response events occurred 2. Quantify how much energy was shifted from baseline Using 15-minute interval data from digital twins across multiple climate zones, your job is to develop predictive models for: • Task 1: Demand Response Activation (classification) • Task 2: Demand Response Capacity (regression) You’ll work with real operational data, including: ✔ Power consumption ✔ Dry bulb temperature ✔ Global horizontal radiation ✔ Demand response flags and capacity values All under naturally shifting baselines, external conditions, and site behaviour. 🏆 What’s in it for you • $20,000 AUD prize pool • Travel grants to present at IEEE Energy Tech 2025 • Warm-Up Phase closes 15 Sept 2025 🔗 Join the FlexTrack 2025 Warm-Up Phase https://lnkd.in/g-bA-iec
AIcrowd
Software Development
Lausanne, VD 3,777 followers
Enabling data science experts and enthusiasts to collaboratively solve real-world problems, through challenges.
About us
Crowdsourcing AI to solve real-world problems,
- Website
-
https://www.aicrowd.com
External link for AIcrowd
- Industry
- Software Development
- Company size
- 11-50 employees
- Headquarters
- Lausanne, VD
- Type
- Privately Held
- Founded
- 2018
- Specialties
- artificial intelligence, machine learning, data science, and crowdsourcing
Locations
-
Primary
Get directions
EPFL Innovation Park
Building C
Lausanne, VD 1015, CH