Modelling energy systems

Note

Modelling energy systems is under development and will see iterative additions and improvements through time. See the changelog for an overview of recent additions.

Modelling energy systems

Basics

• 1. Introduction
• 2. Economic dispatch as a linear optimisation problem
• 3. Sensitivity analysis
• 4. Duality and KKT conditions
• 5. Power markets and mixed-integer programming

Modelling tools and larger models

• 6. Modelling languages and frameworks
• 7. Pyomo basics
• 8. Introduction to Calliope

Advanced topics

• 9. Interactions between actors: Mixed Complementarity Problems
• 10. Dealing with uncertainty
• 11. Stochastic programming

Appendices

• Installing Python
• Python basics
• Robust optimisation

Reference

• Recommended reading
• About and authors