The paper addresses the challenges associated with data loss in NILM by proposing a PNLFT model. It incorporates a PID controller and non-negative update rules to enhance convergence speed and accuracy. Experimental results demonstrate significant improvements over existing models.
Key Points:
The proposed PNLFT model shows promising results in restoring missing data in NILM, offering efficient solutions to the challenges of data loss.
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arxiv.org
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by DengYu Shi : arxiv.org 03-13-2024
https://arxiv.org/pdf/2403.07012.pdfDaha Derin Sorular