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Browsing by Author "Berutu, Sunneng Sandino"

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A New Approach for Power Signal Disturbances Classification Using Deep Convolutional Neural Networks

Chen, Yeong-Chin; Berutu, Sunneng Sandino; Hung, Long-Chen; Syamsudin, Mariana (2023-01-09)

This paper proposes a new approach for power signal disturbances (PSDs) classification using a two-dimension (2D) deep convolutional neural network (CNN). The data preprocessing stage introduces a conversion method from ...
Pretrained Configuration of Power-Quality Grayscale-Image Dataset for Sensor Improvement in Smart-Grid Transmission

Chin Chen, Yeong; Syamsudin, Mariana; Berutu, Sunneng Sandino (2023-01-09)

The primary source of the various power-quality-disruption (PQD) concerns in smart grids is the large number of sensors, intelligent electronic devices (IEDs), remote terminal units, smart meters, measurement units, and ...
Similarity : A new Approach for Power Signal Disturbances Classification Using Deep Convolutional Neural Networks

Chen, Yeong-Chin; Berutu, Sunneng Sandino; Hung, Lon-Chen; Syamsudin, Mariana (2023-06-23)

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