2024 journal article
Applying fine-tuned LLMs for reducing data needs in load profile analysis
APPLIED ENERGY, 377.
2024 article
BERT-PIN: A BERT-Based Framework for Recovering Missing Data Segments in Time-Series Load Profiles
Hu, Y., Ye, K., Kim, H., & Lu, N. (2024, July 1). IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, Vol. 7.
2024 journal article
Load Profile Inpainting for Missing Load Data Restoration and Baseline Estimation
IEEE TRANSACTIONS ON SMART GRID, 15(2), 2251–2260.
2024 journal article
MultiLoad-GAN: A GAN-Based Synthetic Load Group Generation Method Considering Spatial-Temporal Correlations
IEEE TRANSACTIONS ON SMART GRID, 15(2), 2309–2320.
2023 article
A Modified Sequence-to-point HVAC Load Disaggregation Algorithm
2023 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, PESGM.
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