Time Series Analysis
Hot Water Forecast
Reykjavik heats its buildings using geothermal hot water. The distribution network has 44 sensors measuring flow in different parts of the network, plus a total flow measurement. Your task: Given 4 weeks of historical data, predict the next 72 hours for all 45 sensors.
Challenge Details
Evaluation Metric
Weighted average based on the pressure of the root mean square error
Baseline Model
Naive 72 hour forecast
Time Limit
10 seconds per prediction
Beginner Tips
- Get familiar with classical models first and try them out
- Look for patterns by time of day and day of week in the data
- Weather data is optional but can significantly improve predictions
- Training data contains gaps - preprocess carefully
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