build_all_possible_decisions: Create a data frame with all possible transition and...

In rte-antares-rpackage/antaresWaterValues: Generating water values for Antares

Create a data frame with all possible transition and associated next state for each scenario and each state for one particular week, used in Bellman. For each next state, Bellman value is calculated.

Description

Create a data frame with all possible transition and associated next state for each scenario and each state for one particular week, used in Bellman. For each next state, Bellman value is calculated.

Usage

build_all_possible_decisions(
  Data_week,
  decision_space,
  f_next_value,
  mcyears,
  lvl_high,
  lvl_low,
  E_max,
  P_max,
  next_week_values,
  niveau_max
)

Arguments

Data_week	Data frame generated in Grid_Matrix code containing list of states and years evaluated (we suppose there is only one week at a time) as weel as inflows
decision_space	Simulation constraints values for the week generated by get_Reward or runWaterValuesSimulation
f_next_value	List of approximated Bellman functions for the next week, generated by get_bellman_values_interpolation
mcyears	Vector of monte carlo years to take into account
lvl_high	Double, top rule curve for the end of the week in MWh
lvl_low	Double, bottom rule curve for the end of the week in MWh
E_max	Double, weekly maximum turbining power for the week
P_max	Double, weekly maximum pumping power for the week
next_week_values	Vector of Bellman values for the next week
niveau_max	Reservoir capacity in MWh

Value

Data frame with same format as Data week with 3 more columns : next_state, control (transition to next state) and next value (Bellman value of next state)

rte-antares-rpackage/antaresWaterValues documentation built on Nov. 6, 2024, 11:17 p.m.