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郭釜瑜(David Kuo)
成化曲線30分鐘溫度變化預測

成化曲線30分鐘溫度變化預測

Avatar of 郭釜瑜(David Kuo).
Avatar of 郭釜瑜(David Kuo).

成化曲線30分鐘溫度變化預測

By郭釜瑜(David Kuo)
MITx Statistics and Data science Micromaster program
・
Taipei, Taiwan

透過分析不同特徵的溫升曲線，分別以1D-CNN、LSTM、Random forest 進行預測

針對成化製程，找尋最可被預測的溫升曲線進行，以利進行最佳風險管理

在93%精確度內以1D-CNN模型預測未來30分鐘溫度變化曲線變化
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郭釜瑜(David Kuo)
Published: Jan 22nd 2022
41
6
0

Tools

python
Python
tensorflow
TensorFlow
Machine Learning
Smart manufacturing

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