Success Stories and Hackathon Outcomes
A comprehensive look at our collaborative history and the milestones we’ve achieved together.
Success stories do more than just celebrate the past; they provide a blueprint for the future. By showcasing our achievements, we ensure our collaborative formats continue to evolve, keeping our partners engaged and committed to a shared vision for the long term.
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Sustained Follow-Up Projects
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Transforming initial ideas into long-term initiatives
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Partnership Ecosystems
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Establishing and nurturing a network of committed collaborators
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Co-Creative Innovation
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Developing project ideas through joint expertise and shared goals
Archive of all Challenges (currently under rework)
2026 Challenges - Spring Edition
Swiss GlassScan: Estimating the Window-to-Wall Ratio of buildings
Extract Window-to-Wall Ratios from Street View to build the first windows database for Swiss energy consumption...
Estimating Hourly Energy Production for Switzerland
How can we derive consistent hourly electricity production data for Switzerland by combining ENTSO-E data with...
GridPulseMT
Develop a day-ahead load forecasting model for medium-voltage substations within a defined distribution area,...
Designing pocket and grid-friendly electricity communities
Find beneficial ways to configure local electricity communities (vZEVs) so that they are not only economically...
How Can Energy Transition Impact Switzerland’s Imbalance Evolution?
Switzerland’s power system is entering a new era. The rapid growth of solar PV, electric vehicles, heat pumps and...
2025 Challenges - Autumn Edition
Modeling PV Production with Machine Learning
Develop a machine learning model to estimate the energy production of small photovoltaic systems (<30kWp) using...
Decoding the Sun
From solar chaos to grid control: The AI Solution.
Can PV data help us ensure grid stability?
Deciphering Energy Scenarios
Energy scenarios play a crucial role in informing public policy and companies about potential future developments in...
Smart Design of Resilient Local Energy Communities
Can we empower communities to finally break the energy trilemma—maximizing renewables, increase autarky, and...
Watt the Graph?! – Energize Data with GraphQL & Visual Magic
Tap into the power of energy meter data from the akenza platform and transform it into something electrifying! In...
The dynamic tariff adoption challenge - What’s in it for me?
How can we turn dynamic tariffs into something customers want - not just understand, but actively choose because it...
Data-Driven Expansion of a City-Wide LoRaWAN Network
St. Galler Stadtwerke (sgsw) operates its own LoRaWAN network within the city of St.Gallen, using dozens of...
Energy Community Match-Making
Register your interest to join a LEG and find like-minded people on our platform.
Forecast for Building management flexibility
The intelligent use of flexibility will become a key component for sustainably combining the energy transition and...
Watts & Wallets: Visualizing Energy & Money Flows in Switzerland’s Power Market
The Swiss electricity market is a complex system where both money and energy flow through multiple actors. Based on...
Let's take load profile data analysis to the next level
Imagine taking an existing clunky energy-data tool and turning it into a sleek, cloud-powered analytic machine....
Predict Imbalance Price
Building the best predictive model to estimate reliably the grid's imbalance price based on historical and...
Predict the production of distributed PV-assets
🌞 Your task is to predict the total solar production of thousands of hidden PV systems across Switzerland. Armed only...
We are currently migrating our archives. In the meantime, you can access previous challenges and results here:
2024 Challenges
Real-Time Grid Load Visualization and Consumer Impact Analysis
Watts & Bots: Energizing Swiss Tariff Transparency with AI
Predicting Control Energy Volumes for Grid Stability
Mr. & Mrs. Refrigerator's Data Duel
Impact of logistic truck electrification on electrical inf..
Applying graph theory to clean energy districts
Load Profile Clustering
Prediction of PV installation angles
Week-ahead Load Forecasting
Orchestrating energy system simulations from different models
Determining the signature of a solar system
Characterisation of demand side flexibility
When do Balance Energy Prices Skyrocket?
2023 Challenges
Assessing flexibility potential based on real-world e-..
Self-consumption optimization with artificial intelligence
Beyond Labels
Catching up with photovoltaic expansion
Building Energy Insights - Empowering Building Owners
Spatial Clustering for district energy
Spacial visualization of future energy scenarios
Identifying static yaw misalignment of wind turbines
Day-ahead active losses forecasting
Predictive model for accurate production / consumption..
Predicting Voltages in Substations
Disaggregation of electric charging from household con..
2022 Challenges
Mapping of Swiss PV power production in real time
Alternative pathways to net zero
E-Mobility Analytics
EMF Walks in Brugg
Energy (Heat Demand) modelling in Sankt Gallen with AI methods
Energy Data Access Control
Enriching Point Clouds (LiDAR) with Meta Data
Gamification of building energy performance with human dig..
Graph Neural Network of a Wind Farm
New interface to estimate heat demand in buildings
Optimizing PV usage in a turbulent time
Optimizing short-term active power losses forecast
Regional Energy Information in High Resolution
Sector coupling
Smart-Meter CII Interoperability with Smart-Home Systems
SolarDAO - The Digital Energy Cooperative
eco-friendliness score
2021 Challenges
Short-term Photovoltaic Forecasting
Cybersecurity Navigator for Building IoT
Local Sustainability booster
Merge big data from today with historical ones
Smart Meter Open Dataset
Spatio-temporal model of an on-shore wind farm
Can you beat the model performance benchmark?
Digital twins for domestic heating systems
Customer Data Analytics (basic)
Customer data analysis
Trends in tertiary energy prices
Pre Qualification Test
Climate-Neutral Cities - St.Gallen Example
Where does my electricity come from?
Trend scouting for the energy industry
Electricity “Heartbeat” 2035 in the Canton of Zurich
“Green” charging E-Mobility
Interoperability plug-test for smart meter’s local CII
ReFi - Regenerative Finance for smart energy communities
Open Habitation
2020 Challenges
Challenge: Anomaly Detection
Cheapest Charging Around
Client-Analysis 2.0
Distributed analytics for asset management
E-Mobility Behavior Analysis
Empower the People with Smart Meter Data
Energy data visualization
Integrations for North App
LocationAI
ML Wind Power-Prediction
ML: Knowledge discovery from energy data
Optimization of District Heating
PV Optimisation
PV self-consumption optimization
Performance GAP Buildings
Photovoltaic: Where is it Best?
Put CH on Electricity Map
Read your own Smart Meter
Smart Meter Anomaly Detection
Smart Meters: New Uses
Unleashing the Swiss Smartmeter's CII
2019 Challenges
Visistrom
Algorithmishe Erneuerungsplanung
Videmus
Freestyle
What is Watt
Jambricks
Ladestationen-Standortplanung
sbbweather
Blackout Karte
Gebäudepass "Cloud"
PV Diagnose
SBB ZEV
Load Profile Shaping