`gym_power_res.envs.DS_pyomo`¶

Module Contents¶

`SolutionDict`	Solution dictionary is an ordered dictionary that stores the optimization results
`OutageManage`	Distribution system restoration class

class gym_power_res.envs.DS_pyomo.SolutionDict¶

Bases: collections.OrderedDict

Solution dictionary is an ordered dictionary that stores the optimization results Solution dictionary struture: D[name key]=time series data

plot_2d(self, x_str='Time', y_str='Value', title_str='Results', figsize=(15, 7), legendlist=None, show=True, save=False, folder=None)¶: step plot

plot_step_2d(self, x_str='Time', y_str='Value', title_str='Results', figsize=(15, 7), legendlist=None, show=True, save=False, folder=None)¶: step plot

plot_bin_2d(self, x_str='Time', y_str='Value', title_str='Results', figsize=(15, 7), show=True, save=False, folder=None)¶: step plot

class gym_power_res.envs.DS_pyomo.OutageManage¶

Distribution system restoration class

data_preparation(self, ppc, line_damaged, VS=1.05, dV=0.05)¶: read data of distribution network and vehicle routing problem Data is in the format of dictionary

solve_network_restoration_varcon(self, Total_Step, Line_Initial, VarCon_Initial, Load_Initial)¶: solve a full-step restoration problem with reactive power dispatch :param Total_Step: total step of the problem :param Line_Initial: initial line status :return: restoration plan

solve_network_restoration(self, Total_Step, Line_Initial, Load_Initial)¶: solve a full-step restoration problem :param Total_Step: total step of the problem :param Line_Initial: initial line status :return: restoration plan

solve_load_pickup(self, line_status, load_status=None)¶: Given fixed line status, obtain optimal load status – line status should be a dict with “key” as line name and “int or array” describing status over time interval

solve_load_pickup_varcon(self, line_status, varcon, load_status=None)¶: Given fixed line status and reactive power dispatch, obtain optimal load status – line status should be a dict with “key” as line name and “int or array” describing status over time interval

get_solution_2d(self, VariableName, NameKey, ListIndex, SolDict=None)¶: get solution and store into a one name key structured dictionary :param VariableName: variable name in string format :param NameKey: desired key set in list or range format that you would like to retrieve :param ListIndex: desired index range in list format that you would like to retrieve :param SolDict: dictionary object with plot methods :return: SolDict