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 …
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
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 …
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
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 …
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 …
novel control algorithms and simulate grid evolution scenarios. These benchmarks range in …
Generating synthetic power grids using exponential random graphs models
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 …
for algorithm testing, resilience assessment, and policy formulation. We propose a novel …
Electric load and power forecasting using ensemble gaussian process regression
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 …
efficient operation of power grid systems. In this work we present an ensemble Gaussian …
Big data analytic for cascading failure analysis
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 …
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
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 …
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 …
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 …
Transformation des elektrischen Energiesystems. Dabei ergeben sich neue …