A Hybrid Model Based on CNN-LSTM to Detect and Forecast Harmonics: A Case Study of an Eskom Substation in South Africa
Author:
Affiliation:
1. Department of Electrical and Electronic Engineering Science, University of Johannesburg, Johannesburg, South Africa
Publisher
Informa UK Limited
Subject
Electrical and Electronic Engineering,Mechanical Engineering,Energy Engineering and Power Technology
Link
https://www.tandfonline.com/doi/pdf/10.1080/15325008.2023.2181883
Reference31 articles.
1. A Comparison of Power Quality Disturbance Detection and Classification Methods Using CNN, LSTM and CNN-LSTM
2. Proposed machine learning system to predict and estimate impulse noise in OFDM communication system
3. Improving Load Forecasting Process for a Power Distribution Network Using Hybrid AI and Deep Learning Algorithms
4. Power Quality Disturbance Monitoring and Classification Based on Improved PCA and Convolution Neural Network for Wind-Grid Distribution Systems
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