Electric Utility

The given data contains the results from laboratory trials related to the paper "Optimizing Congestion Management andEnhancing Resilience in Low-Voltage Grids Using OPF and MPC Control Algorithms Through Edge Computing and IEC 61850 Standards" currently in publication in IEEE Access.

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This repository contains the datasets produced using different data generation strategies to train data driven models (e.g., decision trees, gradient tree boosting, and deep neural networks), and to evaluate their performances. The data generation strategies are described, and the results are presented in the conference paper: "Training Data Generation Strategies for Data-driven Security Assessment of Low Voltage Smart Grids" J. Cuenca, E. Aldea, E. Le Guern-Dall'o, R. Féraud, G. Camilleri, and A. Blavette. IEEE ISGT EU 2024, Dubrovnik, Croatia, Oct 2024.

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This paper presents a method for modeling and simulating three-phase grid-connected solid-oxide fuel cell systems in the Matlab/Simulink environment. The approach is utilized to analyze the interaction between solid-oxide fuel cells and the electrical power system, focusing on understanding the dynamics of the electrochemical reaction and its impact on the performance of grid-connected fuel cell systems. The results highlight the effectiveness of the proposed method in accurately modeling and operating three-phase grid-connected solid-oxide fuel cell systems.

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192 Views

This dataset webpage contains datasets of exisiting and proposed models:

  • 12cell.zip
  • 16cell.zip
  • 36cell.zip
  • Proposed_

Presented in my 3rd last Speaker Presentation in Conference -  2025*.   

 Model of Fault And Short-Circuit Analysis of Lithium Battery Bank

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518 Views

This dataset webpage contains datasets of existing and proposed models 

  • 4cell.zip
  • 6cell.zip
  • 8cell.zip

Presented in my 3rd Speaker Presentation in Conference -  2025*.

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297 Views

This dataset webpage contains datasets of exisiting and proposed models:

  • tubular.zip
  • tubular2.zip
  • tubular3.zip

 B Model of Fault And Short-Circuit Analysis of Synchronous Generator 

 presented in my 3rd Probably last Speaker Presentation in Conference -  2025*.  

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407 Views

This dataset webpage contains datasets and models 

  • inductionmotor1.zip
  • inductionmotor2.zip
  • inductionmotor3.zip
  • pmsm1.zip
  • pmsm2.zip
  • pmsm3.zip
  • BLDC1.zip
  • BLDC1.zip

  presented in my 3rd last Speaker Presentation in Conference -  2025*.

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360 Views

 Image Source : Some news of solar panel catching fire (lost original source but can be searched on google). 

This dataset webpage contains datasets of existing and proposed models 

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309 Views

This dataset provides a comprehensive load flow analysis of the Dhaka Grid Circle in Bangladesh, based on data from the year 2018 and conducted using the Power System Analysis Toolbox (PSAT). The analysis includes detailed information on power generation units, transmission line parameters, load data, transformer specifications, and shunt capacitors. The dataset features results obtained from different load flow methods, including the Newton-Raphson and Fast Decoupled methods, with and without the application of a Static Var Compensator (SVC).

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228 Views

Currently, cybersecurity in digital substations is a topic of wide interest for companies and the academic community, which demands for its study the analysis of datasets (i.e., traffic collected during the operation of a substation).

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434 Views

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