Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Computer Science

100
Evaluation Computer Science
100
Deep Learning Computer Science
100
Class Imbalance Computer Science
40
Classifier Computer Science
40
Generative Adversar... Computer Science
20
Application Computer Science
20
Class Computer Science
20
Noisy Environment Computer Science
20
Real World Computer Science
20
Clustering Computer Science
20
Correlation Computer Science
20
Practical Applicati... Computer Science
20
Classification Mode... Computer Science
20
Synthetic Data Computer Science
20
Negative Impact Computer Science
20
Class Imbalance Pro... Computer Science
20
Assessment Method Computer Science
20
Data Generation Computer Science
20
Clustering Quality Computer Science
20
Operational State Computer Science

Keyphrases

100
Power System Keyphrases
100
Deep Learning Metho... Keyphrases
100
Class Imbalance Keyphrases
100
Transformer Archite... Keyphrases
100
Short-term Voltage ... Keyphrases
50
Transformer Keyphrases
50
Stability Evaluatio... Keyphrases
50
Gradient Penalty Keyphrases
50
Short-term Voltage ... Keyphrases
50
Conditional Wassers... Keyphrases
25
Assessment Method Keyphrases
25
Noisy Environment Keyphrases
25
Operating State Keyphrases
25
Robust Performance Keyphrases
25
Numerical Test Keyphrases
25
Classification Perf... Keyphrases
25
Existing Data Keyphrases
25
Training Set Keyphrases
25
Oversampling Techni... Keyphrases
25
Assessment Approach Keyphrases
25
Classification Mode... Keyphrases
25
Negative Impact Keyphrases
25
Cluster Quality Keyphrases
25
Imbalanced Data Keyphrases
25
Transformer-based Keyphrases
25
Class Imbalance Pro... Keyphrases
25
Quantitative Criter... Keyphrases
25
Data Noise Keyphrases
25
Semi-supervised Clu... Keyphrases
25
Face Class Keyphrases
25
Synthetic Data Gene... Keyphrases
25
Deep Learning Algor... Keyphrases
25
Balanced Input Keyphrases
25
Balanced Dataset Keyphrases
25
Renewable Energy Pe... Keyphrases
25
IEEE 39-bus Keyphrases
25
Clustering Learning Keyphrases

INIS

100
learning INIS
100
stability INIS
100
voltage INIS
100
assessments INIS
100
transformers INIS
100
architecture INIS
100
power systems INIS
50
data INIS
25
performance INIS
25
applications INIS
25
penalties INIS
25
datasets INIS
12
algorithms INIS
12
environment INIS
12
correlations INIS
12
solutions INIS
12
instability INIS
12
noise INIS
12
classification INIS
12
disturbances INIS
12
buses INIS
12
renewable energy so... INIS

Engineering

100
Architecture Engineering
100
Transformer Engineering
100
Power Engineering Engineering
100
Imbalance Engineering
100
Deep Learning Engineering
100
Voltage Stability A... Engineering
40
Evaluation Engineering
40
Performance Engineering
40
Dataset Engineering
40
Voltage Stability Engineering
20
Models Engineering
20
Application Engineering
20
Voltage Engineering
20
Correlation Engineering
20
Real World Engineering
20
Clustering Engineering
20
Practical Applicati... Engineering
20
Input Data Engineering
20
Noisy Environment Engineering
20
Test System Engineering
20
Renewable Energy Engineering
20
Assessment Method Engineering
20
Negative Impact Engineering
20
Balanced Input Engineering

Chemical Engineering

100
Deep Learning Chemical Engineering
Research OutputsResearch Output authored by Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance is tagged with the concept