A review on providing realistic electric grid simulations for academia and industry

AB Birchfield, TJ Overbye - Current Sustainable/Renewable Energy …, 2023 - Springer
Abstract Purpose of Review Engineering analysis and design for large-scale electric power
grids require advanced modeling and simulation capabilities for a variety of studies, with two …

On the potential of ChatGPT to generate distribution systems for load flow studies using OpenDSS

RS Bonadia, FCL Trindade, W Freitas… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In recent years, the Large Language Models have developed at an unprecedented pace
with the potential to transform various fields, including power system analysis. This letter …

From Delaunay triangulation to topological data analysis: generation of more realistic synthetic power grid networks

AK Dey, SJ Young, YR Gel - Journal of the Royal Statistical …, 2023 - academic.oup.com
Assessing novel methods for increasing power system resilience against cyber-physical
hazards requires real power grid data or high-quality synthetic data. However, for security …

Synthetic benchmarks for power systems

MH Mohammadi, K Saleh - IEEE Access, 2021 - ieeexplore.ieee.org
Power system benchmarks are transmission and distribution networks used to evaluate
novel control algorithms and simulate grid evolution scenarios. These benchmarks range in …

Generating synthetic power grids using exponential random graphs models

F Giacomarra, G Bet, A Zocca - arXiv preprint arXiv:2310.19662, 2023 - arxiv.org
Synthetic power grids enable secure, real-world energy system simulations and are crucial
for algorithm testing, resilience assessment, and policy formulation. We propose a novel …

Electric load and power forecasting using ensemble gaussian process regression

T Ma, DA Barajas-Solano, R Huang… - Journal of Machine …, 2022 - dl.begellhouse.com
Accurate week-long forecasting of load demand and generation scheduling is critical for
efficient operation of power grid systems. In this work we present an ensemble Gaussian …

Big data analytic for cascading failure analysis

Y Chen, T Yin, R Huang, X Fan… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
With the challenges of increased grid dynamics and more variability of power generation
from renewable energy sources, rapidly increasing complexity in the grid model, and …

Graphon-based Synthetic Power System Model and its Application in System Risk Analysis

R Atat, M Ismail, E Serpedin - 2023 IEEE International Smart …, 2023 - ieeexplore.ieee.org
The high confidentiality level of power system's data has motivated the ongoing research on
the generation of synthetic power grids that mimic actual systems. The existing synthetic …

Synthetic Grid Generator: Synthesizing Large-Scale Power Distribution Grids using Open Street Map

CSC Dande, L Mattorolo, JS Andre, L Lavecchia… - arXiv preprint arXiv …, 2024 - arxiv.org
Nowadays, various stakeholders involved in the analysis of electric power distribution grids
face difficulties in the data acquisition related to the grid topology and parameters of grid …

[PDF][PDF] Modellierung und Klassifizierung von elektrischen Energiesystemen zum Benchmarking von statischen Netzanalysen

D Sarajlić - 2023 - eldorado.tu-dortmund.de
Kurzfassung Die Entwicklungen im Rahmen der Energiewende führen zu einer
Transformation des elektrischen Energiesystems. Dabei ergeben sich neue …