A Deep Learning Approach for Short Term Prediction of Industrial Plant Working Status

2021 IEEE Seventh International Conference on Big Data Computing Service and Applications (BigDataService)(2021)

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摘要
Predictive Maintenance has gained more and more research and commercial interests, being a pivotal topic for improving the efficiency of many production industrial plants to minimize downtimes, as well as to reduce operational costs for interventions. Solutions reviewed in literature are increasingly based on machine learning and deep learning methods for prediction of fault proneness with respect...
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关键词
Predictive Maintenance,Industry 4.0,Deep Learning,Convolutional Neural Networks,CNN,Long-Short Term Memory Networks,LSTM
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