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Demo Mode

Explore the platform with pre-loaded sample datasets and models

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Sample Datasets 3

German Energy Prices 2023

Price Data

Hourly electricity prices from the German market for 2023. Includes day-ahead prices, demand levels, and renewable energy share.

8,760
Rows
6
Columns
365
Days
Explore Train Model

Solar Production Data

Production Data

Solar panel production data from a 10kWp installation in Munich. Includes weather conditions, irradiance, and actual production values.

4,380
Rows
8
Columns
182
Days
Explore Train Model

Household Consumption

Consumption Data

Typical household electricity consumption patterns. 15-minute intervals with appliance breakdown and total consumption.

35,040
Rows
5
Columns
365
Days
Explore Self-Sufficiency

Pre-trained Models 2

Price Prediction Model

Random Forest

Pre-trained model for predicting German electricity prices based on demand, renewable share, and time features.

0.87
R² Score
4.2
RMSE (€)
3.1
MAE (€)
Make Predictions Simulate

Solar Production Model

Neural Network

Neural network model for predicting solar panel output based on weather conditions, time of day, and historical patterns.

0.92
R² Score
0.8
RMSE (kWh)
0.5
MAE (kWh)
Make Predictions

Quick Demo Actions

Jump straight into exploring the platform's capabilities

Battery Simulation

Simulate battery storage with demo price data

Monte Carlo Analysis

Run risk analysis with 500 scenarios

Solar Analysis

Calculate solar potential for Berlin

Data Profiling

Analyze demo dataset statistics

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