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GitHub topics: power-transformers

easonlai/Power_Transformers_Failure_Prediction

This is a sample code repository of the power transformer's health state (index) analysis or prediction by the regression model for experiment and learning purposes.

Language: Jupyter Notebook - Size: 4.06 MB - Last synced at: 17 days ago - Pushed at: about 3 years ago - Stars: 23 - Forks: 2

ChaitanyaC22/Fraud_Analytics_Credit_Card_Fraud_Detection

The aim of this project is to predict fraudulent credit card transactions with the help of different machine learning models.

Language: Jupyter Notebook - Size: 67.3 MB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 2

SulaimanNiazi/Image-Power-Transformer

A simple python application for performing power or inverse transform on an image

Language: Python - Size: 7.81 KB - Last synced at: 28 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

TrilokiDA/Data-pre-processing

Data preprocessing is a data mining technique that is used to transform the raw data into a useful and efficient format.

Language: Jupyter Notebook - Size: 1.7 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Ildar-Daminov/MATLAB-code-for-CIRED-paper

MATLAB code for the paper "optimal ageing limit of oil-immersed transformers in flexible power systems". in CIRED 2021

Language: MATLAB - Size: 3.68 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

Ildar-Daminov/Receding-horizon-algorithm-for-dynamic-transformer-rating

MATLAB code and data for the paper Ildar Daminov, Anton Prokhorov, Raphael Caire, Marie-Cécile Alvarez-Herault, "Receding horizon control application for dynamic transformer ratings in a real-time economic dispatch,"in IEEE PES Powertech, Milan, Italy, 2019. DOI: 10.1109/PTC.2019.8810511"

Language: MATLAB - Size: 389 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

Ildar-Daminov/Reserve-capacity-of-transformer-for-load-connection

MATLAB code and data for the paper I. Daminov, A. Prokhorov,T. Moiseeva, M-C. Alvarez-Hérault, R. Caire,"Application of dynamic transformer ratings to increase the reserve of primary substations for new load interconnection" in CIRED conference, Madrid, Spain, 2019.

Language: MATLAB - Size: 2.81 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

Ildar-Daminov/Energy-limit-of-power-transformer

MATLAB code and data for the research article : I. Daminov, A. Prokhorov, R. Caire, M-C Alvarez-Herault, “Energy limit of oil‐immersed transformers: A concept and its application in different climate conditions” in IET Generation, Transmission & Distribution (IF: 2,862, Q1), 2021,

Language: MATLAB - Size: 2.78 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Ildar-Daminov/Demand-response-coupled-with-DTR-of-transformers

MATLAB code and data for the research article : I. Daminov, R. Rigo-Mariani, R. Caire, A. Prokhorov, M-C Alvarez-Herault, “Demand Response Coupled with Dynamic Thermal Rating for Increased Transformer Reserve and Lifetime” in Energies (IF: 2.702, Q2), 2021

Language: MATLAB - Size: 54.6 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 6 - Forks: 0

Ildar-Daminov/Assessment_Dynamic_Thermal_Rating_of_Transformers

MATLAB code and data for the article 📋: I. Daminov, A. Prokhorov, R. Caire, M-C Alvarez-Herault, “Assessment of dynamic transformer rating, considering current and temperature limitations” in International Journal of Electrical Power & Energy Systems (IF: 3,588, Q1), 2021

Language: MATLAB - Size: 1.81 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 7 - Forks: 1

engineers-tools/xDGA

An implementation of Dissolved Gas Analysis (DGA) assessment algorithms and guidelines in the form of Excel Add-ins.

Language: C# - Size: 4.46 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 3

nani757/Power-Transformer_Box-Cox-Transform-_Yeo-Johnson-Transform

Power Transformer works best on linear model and The Power Transformer actually automates this decision making by introducing a parameter called lambda. It decides on a generalized power transform by finding the best value of lambda

Language: Jupyter Notebook - Size: 553 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Related Keywords
power-transformers 12 dynamic-thermal-rating 5 thermal-model 4 smart-grid 4 matlab 4 ambient-temperature 4 dtr 4 iec-60076-7 3 power-transformer 2 grid 2 reserve 2 energy-limit 2 asset-management 2 python3 2 python 2 matplotlib 2 thermal-rating 2 receding-horizon-control 1 demand-response 1 ieee-thermal-model 1 economic-dispatch 1 oil-immersed-transformer 1 flexibility 1 energy-transfer 1 ageing-limit 1 standardization 1 sklearn 1 yeo-johnson-transformations 1 stats 1 seaborn 1 r2-score 1 linear-regression 1 feature-engineering 1 boxcox 1 oil-analysis 1 iec-60599 1 duval-triangle-excel 1 duval-triangle 1 duval-pentagon-excel 1 duval-pentagon 1 dissolved-gas-analysis 1 diagnosis 1 dga 1 condition-monitoring 1 condition-assessment 1 thermal 1 rating 1 capacity 1 admissible-loadings 1 substation 1 load-growth 1 cv2 1 xgboost-classifier 1 svm-classifier 1 smote 1 randomoversampler 1 random-forest-classifier 1 pipelines 1 oversampling 1 machine-learning-algorithms 1 logistic-regression 1 kneighborsclassifier 1 imblearn 1 hyperparameter-tuning 1 hyperparameter-optimization 1 fraud-analytics 1 decision-tree-classifier 1 data-analysis 1 credit-card-fraud-detection 1 banking 1 adasyn 1 failure-prediction 1 failure-detection 1 failure-analysis 1 outliers 1 outlier-removal 1 outlier-detection 1 ordinal-encoding 1 onehot-encoding 1 normalization 1 labelencoder 1 function-transformer 1 features 1 feature-transformation 1 feature-selection 1 feature-scaling 1 datapreprocessing 1 skimage 1 python-script 1 power-transforms 1 power-transform 1 matplotlib-python 1 matplotlib-pyplot 1 matplotlib-figures 1 image-processing 1 image 1 cv2-library 1