Welcome to TensorConvolutionPlus’s documentation!

Check out the Usage section for further information.

Contents

• Usage
  • I. Reference
  • II. Acknowledgements
  • III. Package
  • IV. Examples
    • IV.A) Monte Carlo Power Flow
    • IV.B) Exhaustive Power Flow
    • IV.C) Optimal Power Flow
    • IV.D) TensorConvolution+
    • IV.E) TensorConvolution+ Merge
    • IV.F) TensorConvolution+ Adapt
  • V. Functions
    • Package Functionalities
    • Convolution Simulations
    • Monte Carlo
    • Data Sampler
    • Json Reader
    • Plotting
    • Scenario Setup
    • Accuracy Estimation
    • Utils
    • Optimal power flow
    • Main
  • VI. Files for IEEE Transactions on Smart Grid Publication Scenarios
    • VI.A) Accuracy in Population Estimation
    • VI.B) Speed and Range Accuracy
    • VI.C) Disjoint Flexibility Areas
    • VI.D) Uncertainty Estimation for Small FSPs
    • VI.E) Adaptability
    • VI.F) Case study for DFC
    • VI.G) Case study for OPFs
• API
  • FA Estimator
    • exhaustive_pf()
    • monte_carlo_pf()
    • opf()
    • tc_plus()
    • tc_plus_adapt()
    • tc_plus_merge()
    • tc_plus_save_tensors()
  • Convolution Simulations
    • adaptable_new_op()
    • combine_shapes()
    • combine_shapes_const_flex()
    • create_mat_dict_incl_delta()
    • create_mat_dict_order()
    • create_mat_dict_tensor()
    • create_mat_dict_tensorv2()
    • create_multi_small_fsp_fas()
    • df_to_mat_tensor_scaled_and_init()
    • df_to_mat_tensor_torch()
    • df_to_mat_tensor_torchv2()
    • enhance_multi_big_fa()
    • find_value_close2list()
    • get_bus_line_and_trafo_names()
    • get_delta()
    • get_init_net_state()
    • get_multi_conv_key_adapting_new_op()
    • get_multi_conv_key_saving()
    • get_multi_conv_key_with_delta()
    • get_multi_conv_torch()
    • get_multi_conv_torch_split()
    • get_multi_result_for_0_effective()
    • get_multi_uncertain_fa()
    • get_new_conv_axes2()
    • get_non_effective_multi_conv()
    • get_non_effective_multi_conv_with_delta()
    • get_result_for_0_effective_with_delta()
    • numpy_tensor_conv_simulations_saving()
    • numpy_tensor_conv_simulations_with_delta()
    • profiles_to_mat()
    • reduce_multi_fa_small()
    • run_all_tensor_flex_areas()
    • split_lin_from_non_lin()
    • torch_tensor_conv_large_simulations()
    • torch_tensor_conv_simulations()
    • update_conv_pqs()
  • Monte Carlo
    • all_pf_simulations()
    • get_fsp_ids()
    • run_all_samples()
    • run_all_samples_wl()
    • run_uc6()
    • run_uc6_volts()
  • Data Sampler
    • append_margin_profiles()
    • check_margins()
    • combine_profiles()
    • conv_profile_creation()
    • conv_profile_creation_sq()
    • create_all_fsp_samples()
    • create_all_fsp_samples_sq()
    • create_load_samples()
    • create_samples()
    • get_fsps()
    • get_fsps_with_idx()
    • get_non_linear_comp()
    • get_oltcs()
    • profile_creation()
    • profile_creation_bf()
    • sample_from_rng()
    • sample_fsp_thorough_points()
    • sample_fsp_thorough_points_sq()
    • sample_new_load_point()
    • sample_new_non_mp_point()
    • sample_new_point()
    • sample_non_lin_fsp()
  • Json Reader
    • SettingReader
      • SettingReader.tester()
  • Plotting
    • box_plt1()
    • box_plt3()
    • get_estimated_times()
    • get_means12()
    • get_rel_dicts()
    • get_uncertainty()
    • get_uncertainty_interpret()
    • plot_feasible_and_infeasible()
    • plot_mc()
    • plot_multi_convolution()
    • plot_only_feasible()
    • plot_opf_res()
    • plot_uc3()
  • Scenario Setup
    • apply_cs()
    • apply_tss()
    • apply_uss()
    • get_fsp()
    • get_network()
    • get_observable_lines_buses()
    • get_operating_point()
    • get_unobservable_lines_buses_indices()
    • rand_resample()
    • update_settings()
  • Accuracy Estimation
    • accuracy_brute_force()
    • correct_feasible_and_infeasible()
    • extend_feasible_and_infeasible()
    • find_value_close2list()
    • get_heatmap_matrix()
    • get_inf_matrix()
    • get_info_matrix()
    • info_options()
    • loop_acc()
    • plot_results()
    • range_acc_case_study()
  • Utils
    • assert_limits()
    • check_limits()
    • check_limits_bool()
    • check_line_current_limits()
    • check_trafo_current_limits()
    • check_voltage_limits()
    • create_result_df()
    • fix_missing_point()
    • fix_missing_pointsv2()
    • fix_net()
    • get_input_busses_pq()
    • get_input_busses_v()
    • get_input_lines_pq()
    • kumaraswamymontecarlo()
    • tensor_convolve_nd_torch()
    • tensor_convolve_nd_torch_half()
    • update_pqs()
    • update_pqs2()
    • update_pqs_wl()
    • update_pqs_wl2()
    • update_pqs_wl2_aliander()
    • write_conv_result()
    • write_result()
  • Optimal Power Flow
    • opf_fa_pck()
  • Main

Indices and tables

• Index

• Module Index

• Search Page