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Iowa Distribution Test Systems
 
 
Iowa State University

Iowa Distribution Test Systems

If you cannot download the data or model files, please try the Dropbox link, or please follow the instructions [HERE].

A Real 240-Bus Distribution System with One-Year Smart Meter Data

  • Summary
  • System description [Dropbox Link]
  • One year smart meter data [Dropbox Link]
  • OpenDSS model [Dropbox Link]
  • Quasi-static time-series analysis [Dropbox Link]
  • Update history

    For publications that use the test system, please acknowledge the paper below.

    [1] F. Bu, Y. Yuan, Z. Wang, K. Dehghanpour, and A. Kimber, "A Time-series Distribution Test System based on Real Utility Data." 2019 North American Power Symposium (NAPS), Wichita, KS, USA, 2019, pp. 1-6. [PDF]

    For exemplary user cases, please see the papers below.

    [2] Y. Yuan, K. Dehghanpour, F. Bu, and Z. Wang, "A Multi-Timescale Data-Driven Approach to Enhance Distribution System Observability," IEEE Transactions on Power Systems, vol. 34, no. 4, pp. 3168-3177, July 2019. [PDF]

    [3] K. Dehghanpour, Y. Yuan, Z. Wang, and F. Bu, "A Game-Theoretic Data-Driven Approach for Pseudo-Measurement Generation in Distribution System State Estimation," IEEE Transactions on Smart Grid, vol. 10, no. 6, pp. 5942-5951, November 2019. [PDF]

    [4] F. Bu, K. Dehghanpour, Z. Wang, and Y. Yuan, "A Data-Driven Framework for Assessing Cold Load Pick-up Demand in Service Restoration," IEEE Transactions on Power Systems, vol. 34, no. 6, pp. 4739-4750, November 2019. [PDF]

    [5] F. Bu, K. Dehghanpour, Y. Yuan, Z. Wang, and Y. Zhang, "A Data-Driven Game-Theoretic Approach for Behind-the-Meter PV Generation Disaggregation," IEEE Transactions on Power Systems, vol. 35, no. 4, pp. 3133-3144, July 2020. [PDF]

    [6] K. Dehghanpour, Y. Yuan, F. Bu, and Z. Wang, "Statistical Modeling of Networked Solar Resources for Assessing and Mitigating Risk of Interdependent Inverter Tripping Events in Distribution Grids," IEEE Transactions on Power Systems, vol. 35, no. 5, pp. 3835-3846, September 2020. [PDF]

    [7] Y. Yuan, K. Dehghanpour, F. Bu, and Z. Wang, "A Data-Driven Customer Segmentation Strategy Based on Contribution to System Peak Demand," IEEE Transactions on Power Systems, vol. 35, no. 5, pp. 4026-4035, September 2020. [PDF]

    [8] Y. Yuan, K. Dehghanpour, F. Bu, and Z. Wang, "Outage Detection in Partially Observable Distribution Systems using Smart Meters and Generative Adversarial Networks, " IEEE Transactions on Smart Grid, vol. 11, no. 6, pp. 5418-5430, November 2020. [PDF]

    [9] F. Bu, K. Dehghanpour, Y. Yuan, Z. Wang, and Y. Guo, "Disaggregating Customer-level Behind-the-Meter PV Generation Using Smart Meter Data and Solar Exemplars," IEEE Transactions on Power Systems, vol. 36, no. 6, PP. 5417-5427, November 2021. [PDF]

    [10] Y. Yuan, K. Dehghanpour, and Z. Wang, "Mitigating Smart Meter Asynchrony Error Via Multi-Objective Low Rank Matrix Recovery," IEEE Transactions on Smart Grid, vol. 12, no. 5, pp. 4308-4317, September 2021. [PDF]

    [11] Y. Yuan and Z. Wang, "Mining Smart Meter Data to Enhance Distribution Grid Observability for Behind-the-Meter Load Control," IEEE Electrification Magazine, vol. 9, no. 3, PP. 92-103, September 2021. [PDF]

    [12] Y. Yuan, K. Dehghanpour, Z. Wang, and F. Bu, "Multi-Source Data Fusion Outage Location in Distribution Systems via Probabilistic Graphical Models," IEEE Transactions on Smart Grid, vol. 13, no. 2, PP. 1357-1371, March 2022. [PDF]

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