Tag: 1D-CNN
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1D-CNN Bearing Fault Classifier: CWRU 3-Sensor Pipeline
Build a 1D-CNN bearing fault classifier using CWRU dataset's 3-sensor vibration data. Complete PyTorch pipeline with preprocessing and evaluation.
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์ํฅ ๋ฐฉ์ถ(AE) ์ผ์๋ก ๊ธฐ์ด๋ฐ์ค ๊ณ ์ฅ ์กฐ๊ธฐ ํ์งํ๊ธฐ: ์๊ฐ-์ฃผํ์ ํน์ง ์ถ์ถ๊ณผ 1D-CNN ๋ถ๋ฅ ๋ชจ๋ธ ์์ ๊ฐ์ด๋
Catch gearbox cracks early with acoustic emission sensors. STFT/wavelet feature extraction + 1D-CNN classification โ full pipeline guide.