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Yen-Hsi Chou

North Carolina State University

Raleigh, NC

United States

SCHOLARLY PAPERS

4

DOWNLOADS

169

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Convolutional Neural Networks and Transfer Learning Approaches for Enhanced Detection of Rooftop Solar Pv Systems in Distributed Power Grids

Number of pages: 19 Posted: 28 Sep 2024
North Carolina State University, National Renewable Energy Laboratory and North Carolina State University
Downloads 53 (1,031,043)

Abstract:

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Photovoltaic panels, Remote sensing, Semantic segmentation, Transfer learning, Hard example mining

Hybrid Machine Learning Ensembles for Enhanced Day-Ahead Solar Forecasting in Large Scale Systems

Number of pages: 19 Posted: 01 Apr 2025
North Carolina State University, North Carolina State University, North Carolina State University and North Carolina State University
Downloads 24 (1,445,011)

Abstract:

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Day-ahead forecasting, Artificial Neural Networks, Ensemble methods, Time series analysis, Solar power forecasting

Hybrid Machine Learning Ensembles for Enhanced Day-Ahead Solar Forecasting in Large Scale Systems

Number of pages: 19 Posted: 22 Apr 2025
North Carolina State University, North Carolina State University, North Carolina State University and North Carolina State University
Downloads 17 (1,537,408)

Abstract:

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Day-ahead forecasting, Artificial Neural Networks, Ensemble methods, Time series analysis, Solar power forecasting

Spatio-Temporal Solar Power Forecasting Using GAN-Enhanced Irradiance Maps and Deep Neural Networks

Number of pages: 38 Posted: 23 Apr 2026
Yen-Hsi Chou and Anderson Rodrigo de Queiroz
North Carolina State University and North Carolina State University
Downloads 16 (1,579,999)

Abstract:

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Short-term solar power forecasting, Time series Analysis, Generative adversarial network (GAN), Transformer

Spatio-Temporal Solar Power Forecasting Using GAN-Enhanced Irradiance Maps and Deep Neural Networks

Number of pages: 20 Posted: 28 Mar 2026
Yen-Hsi Chou and Anderson Rodrigo de Queiroz
North Carolina State University and North Carolina State University
Downloads 15 (1,559,710)

Abstract:

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Short-term solar power forecasting, Time series analysis, Generative adversarial network (GAN), Transformer

Spatio-Temporal Solar Power Forecasting Using GAN-Enhanced Irradiance Maps and Deep Neural Networks

Number of pages: 20 Posted: 27 Feb 2026
Yen-Hsi Chou and Anderson Rodrigo de Queiroz
North Carolina State University and North Carolina State University
Downloads 9 (1,614,412)

Abstract:

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Short-term solar power forecasting, Time series analysis, Generative adversarial network (GAN), Transformer

4.

Transfer Learning and Convolutional Neural Networks for Solar Photovoltaic Systems Detection in Distributed Power Grids

Number of pages: 20 Posted: 11 Mar 2025
North Carolina State University, North Carolina State University and North Carolina State University
Downloads 35 (1,249,711)

Abstract:

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Photovoltaic panels, Remote Sensing, Semantic segmentation, Transfer Learning, Hard example mining