Diagnostic Function

A power flow calculation on a pandapower network can fail to converge for a vast variety of reasons, which often makes debugging difficult, annoying and time consuming. To help with that, the diagnostic function automatically checks pandapower networks for the most common issues leading to errors. It provides logging output and diagnoses with a controllable level of detail.

pandapower.diagnostic(net, report_style='detailed', warnings_only=False, return_result_dict=True, overload_scaling_factor=0.001, lines_min_length_km=0, lines_min_z_ohm=0, impedance_min_z_pu=0, nom_voltage_tolerance=0.3, numba_tolerance=1e-05)

Tool for diagnosis of pandapower networks. Identifies possible reasons for non converging loadflows.

net (pandapowerNet) : pandapower network
  • report_style (string, ‘detailed’) : style of the report, that gets ouput in the console

‘detailled’: full report with high level of additional descriptions

‘compact’ : more compact report, containing essential information only

‘None’ : no report

  • warnings_only (boolean, False): Filters logging output for warnings

True: logging output for errors only

False: logging output for all checks, regardless if errors were found or not

  • return_result_dict (boolean, True): returns a dictionary containing all check results

True: returns dict with all check results

False: no result dict

  • overload_scaling_factor (float, 0.001): downscaling factor for loads and generation for overload check
  • lines_min_length_km (float, 0): minimum length_km allowed for lines
  • lines_min_z_ohm (float, 0): minimum z_ohm allowed for lines
  • nom_voltage_tolerance (float, 0.3): highest allowed relative deviation between nominal voltages and bus voltages
  • diag_results (dict): dict that contains the indeces of all elements where errors were found
Format: {‘check_name’: check_results}


<<< pandapower.diagnostic(net, report_style=’compact’, warnings_only=True)

Usage ist very simple: Just call the function and pass the net you want to diagnose as an argument. Optionally you can specify if you want detailed logging output or summaries only and if the diagnostic should log all checks performed vs. errors only.

Check functions

The diagnostic function includes the following checks:

  • invalid values (e.g. negative element indeces)
  • check, if at least one external grid exists
  • check, if there are buses with more than one gen and/or ext_grid
  • overload: tries to run a power flow calculation with loads scaled down to 10%
  • switch_configuration: tries to run a power flow calculation with all switches closed
  • inconsistent voltages: checks, if there are lines or switches that connect different voltage levels
  • lines with impedance zero
  • closed switches between in_service and out_of_service buses
  • components whose nominal voltages differ from the nominal voltages of the buses they’re connected to
  • elements, that are disconnected from the network
  • usage of wrong reference system for power values of loads and gens

Logging Output

Here are a few examples of what logging output looks like:

detailed_report = True/False

Both reports show the same result, but on the left hand picture with detailed information, on the right hand picture summary only.

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warnings_only = True/False

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Result Dictionary

Aditionally all check results are returned in a dict to allow simple access to the indeces of all element where errors were found.

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