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Robust model predictive control for water quality subject to uncertainies.

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bradleywjenks/wq_robust_mpc

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wq_robust_mpc

Code implementation for robust model predictive control (MPC) of disinfectant residuals in water networks.

To-do:

  • Add water quality constraints (with implicit-upwind discretization scheme) to optimize_hydraulic_&_wq.jl problem formulation
  • Include forest-core decomposition algorithm as a preprocessing step to fix hydraulic variables on branch links
  • Register for Imperial's HPC and try running larger problems
  • Formulate uncertainty sets for random variables (e.g. demands, disinfectant decay rates)

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