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TODOs for the solar home bench

July 2019

Control

Consolidation of results:

  • investigate why optimized rule-based control gives a rather superior performance than SDP (from which is was inspired): control discretization step too big?

New:

  • create a Stochastic (tree-based) MPC Julia notebook
  • evaluate performance uncertainty with bootstrapped inputs

Comparison

  • update the Comparison Python notebook with Julia MPC and OLFC
  • update the Comparison Python notebook to latest benchutils functions

Sizing

New sizing criterion: minimize grid energy cost + subscription cost? (because reducing subcription cost is one justification the use a battery)