FORECASTS
AI-modelled forecasts
Balancing, Intraday, Spot & Futures
The performance of AI, compared to conventional models
Conventional
AI
Performance
90%
75%
Calculation speed
30%
85%
Productivity
15%
90%
Flexibility
40%
75%
Conventional methodologies (Stack, Delta, etc.) are very effective for the historical players who have mastered them perfectly. However, they require numerous manual calculations and excellent input data (which can be complicated for some European countries). Moreover, refreshing this type of manual forecast is time-consuming and complex when the whole point of the markets is to make the right decision faster than the competition.
Artificial intelligence is today a very powerful alternative to classical models. Every day that passes, it is enriched and its performance is improved…
Our methology
Optimisation of the model (if necessary)
PHASE 1 - DESIGN
- Market expertise
- Data Science
- Back-end development
PHASE 2 - TRAINING
- Fully automated
PHASE 3 - FORECASTING
- At any time
All relevant history
Continuous data updates
Data warehouse
Our forecasts are automated and based on optimised algorithms. We are thus able to pick up signals, sometimes even the weakest ones, to give you a glimpse of great opportunities or warn you of certain risks.
To feed our models, we use our own data pre-processing service described here.
Our forecasts
Price (CWE)
- Balancing
- Intraday
- Spot (Day Ahead, Week Ahead)
- Futures trends (next few days)
- Long-term scenarios (up to 50 years)
- PP1 / PP2 signals (FR)
Fundamentals (Europe)
- Demand
- Wind generation
- Solar production
- Nuclear availability
Our interfaces
Dashboards
- Spot
- Long term
Explorer
- Fundamentals
Reports
- Live Stream
- Recap
RAW DATA
- FTP
- Python scripts
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Contact us
- 393 rue Nicéphore Niepce, 83400 Hyères
- sales-power@kpler.com