ADMM module for regional decomposition

• Overview
  • How to use the documentation
  • Decomposition
  • Decomposition in energy system modelling
• Alternating direction method of multipliers (ADMM)
  • Theoretical background of consensus ADMM
  • Theoretical background of the asynchronous consensus ADMM
  • Interpretation of regional decomposition in urbs
  • Formulation the global CO2 limit in the consensus form
• Asynchronous ADMM implementation
  • runme_admm.py
  • runfunctions_admm.py
  • The run_worker function (ADMM_async/run_worker.py)
  • The urbsADMMmodel Class (ADMM_async/urbs_admm_model.py)
  • Changes made in the create_model function (model.py)
• ADMM user guide
  • Setting the modelled time steps
  • Clustering scheme for the regional decomposition
  • The input of ADMM parameters
  • ADMM settings (admmoption)
  • Commenting out the original problem solution