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All Projects → sustainable-computing → dist_grid_identification

sustainable-computing / dist_grid_identification

Licence: GPL-3.0 license
A simulation framework for topology identification and model parameter estimation in power distribution grids: https://ieeexplore.ieee.org/document/8601410

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matlab
3953 projects

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identificationcvxopendsspower-distribution-system

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Distribution-Grid-Identification

Follow these steps to use this simulation framework for identifying the model of power distribution grids (radial or non-radial):

  1. Download the repository
  2. Install EPRI OpenDSS from http://smartgrid.epri.com/SimulationTool.aspx and copy the IEEE test cases to a subdirectory within the repository. Rename this subdirectory to 'powerflow'.
  3. Download load profiles from http://webdocs.cs.ualberta.ca/~oardakan/data/
  4. Install the Matlab cvx toolbox
  5. Run main.m

How to cite this work?

@ARTICLE{ArdakanianTCNS2019,  
author={O. {Ardakanian} and V. W. S. {Wong} and R. {Dobbe} and S. H. {Low} and A. {von Meier} and C. J. {Tomlin} and Y. {Yuan}},  
journal={IEEE Transactions on Control of Network Systems},
title={On Identification of Distribution Grids},
year={2019},
volume={6},
number={3},
pages={950-960},}
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