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cuihantao avatar cuihantao commented on September 24, 2024

Hi @1rashiid ,

This feature is not currently supported but worth doing. I will assign an enhancement label for the issue.

Does Powerworld or PSS/E allow replaying any variable data or a specific set (say, voltages, frequency among others)?

from andes.

cuihantao avatar cuihantao commented on September 24, 2024

I found the slides at https://www.wecc.org/Reliability/Wkshp_ATC_Playback_Model_Validation.pptx. Is it the PLBVFU1 model that specifically implements the requested function?

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1rashiid avatar 1rashiid commented on September 24, 2024

Yes. The concept is known as "playback event" and it is used for model validation and calibration. The PMU catches the dynamic of the system. Then, voltage, and voltage phase (or frequency) are play into the model and real and reactive are computed and compared with the P and Q which capture with PMU. This function is "plbvfu1" in PSSE. There are some paper which explain this concept also:
1- Response-Surface-Based Bayesian Inference for Power System Dynamic Parameter Estimation
2- Calibrating Parameters of Power System Stability Models Using Advanced Ensemble Kalman Filter
3- PMU Measurement Based Generator Parameter Calibration by Black-Box Optimization with A Stochastic Radial Basis Function Surrogate Model

from andes.

1rashiid avatar 1rashiid commented on September 24, 2024

I found the slides at https://www.wecc.org/Reliability/Wkshp_ATC_Playback_Model_Validation.pptx. Is it the PLBVFU1 model that specifically implements the requested function?

Yes exactly.

from andes.

cuihantao avatar cuihantao commented on September 24, 2024

Yes. The concept is known as "playback event" and it is used for model validation and calibration. The PMU catches the dynamic of the system. Then, voltage, and voltage phase (or frequency) are play into the model and real and reactive are computed and compared with the P and Q which capture with PMU. This function is "plbvfu1" in PSSE. There are some paper which explain this concept also:
1- Response-Surface-Based Bayesian Inference for Power System Dynamic Parameter Estimation
2- Calibrating Parameters of Power System Stability Models Using Advanced Ensemble Kalman Filter
3- PMU Measurement Based Generator Parameter Calibration by Black-Box Optimization with A Stochastic Radial Basis Function Surrogate Model

Thanks for pointing to these references. Let me look into adding this feature to ANDES.

from andes.

cuihantao avatar cuihantao commented on September 24, 2024

I found the slides at https://www.wecc.org/Reliability/Wkshp_ATC_Playback_Model_Validation.pptx. Is it the PLBVFU1 model that specifically implements the requested function?

Yes exactly.

Great. I don't have a clear timeline for finishing the feature though. Expect to be in a couple of months given my current workload.

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cuihantao avatar cuihantao commented on September 24, 2024

Working on this currently:
[x] define a TimeSeries model to read time-series data from a xlsx file

  • define a generator to represent the voltage behind the impedance
  • develop the PLBVFU1 model to use the data from the .plb file.

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cuihantao avatar cuihantao commented on September 24, 2024

A PLBVFU1 model has been implemented. It supports per unit values only for now. See the docs for limitations.

An example can be found in andes/cases/ieee14_plbvfu1.xlsx.

from andes.

cuihantao avatar cuihantao commented on September 24, 2024

Please report back and reopen the issue if needed. Thanks.

from andes.

1rashiid avatar 1rashiid commented on September 24, 2024

Thanks for adding this feature to the package.

from andes.

cuihantao avatar cuihantao commented on September 24, 2024

from andes.

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