Optimisation and AI,built around uncertainty.
Advanced optimisation and AI methods with explicit representations of uncertainty — operating at scale across energy carriers, geographic regions and decision timescales.
Multi-energy, multi-scale system modelling
Electricity, heat, transport and other carriers in one integrated model — configurable up to pan-European scale, linking long-term strategic planning with short-term operational decisions.
- Pan-European multi-energy model
- Power, heat, hydrogen, oil & gas, CCS
- Investment, retrofit and abandonment planning
Uncertainty, modelled explicitly
Unlike deterministic planning tools, our models represent uncertainty directly within the optimisation problem — demand evolution, renewable generation, fuel prices, policy assumptions and technology costs.
Decisions are evaluated for robustness — not optimality under a single assumed future.
Scalable optimisation and AI algorithms
Formulations and solution techniques chosen to balance computational tractability with modelling fidelity — enabling analysis at high spatial, temporal and technological resolution.
- Proprietary EORC algorithms solve large-scale problems that are intractable for leading commercial solvers
- Neural-network-enhanced optimisation algorithms
Scenario generation and evaluation
Scenarios derived from historical data, probabilistic forecasts or user-defined assumptions — compared across time horizons to quantify trade-offs between cost, risk and system performance.
- Sampling-based short-term scenario generation
- AI-integrated short-term scenario generation
- Data-driven long-term scenario generation
Built for analysts and decision-makers.
Data management, model configuration and results analysis in one place — transparent exploration of assumptions and outcomes.
Data analytics
- Time series scenario generation
- Long-term commodity, policy, and technology scenario generation
- European energy system database
Algorithms
A toolbox of fast AI- and optimisation-based algorithms
Models
- Long-term and short-term uncertainty
- Integrated investment, retrofit and abandonment planning with operational scheduling
- Pan-European multi-energy system: power, oil and natural gas, hydrogen
- North Sea offshore system: offshore wind, O&G platforms, pipelines
Results analytics
- Long-term power prices analytics
- Energy infrastructure pathways analysis
- Energy asset valuation
- Uncertainty analytics
See your energy systemunder uncertainty.
Get a walkthrough of the EORC platform on a problem that looks like yours.