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IEETA seminar of Rita Ribeiro, February 2019

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Title Predictive Maintenance: Problem, Challenges and Case Study
Speaker Rita Ribeiro
Institution LIAAD-INESC TEC & FCUP
Date 2019/02/28
Time 14h45
Location IEETA Amph.
Country Portugal

Abstract: The challenge of deriving insights from the Internet of Things (IoT) has been recognized as one of the most exciting and key opportunities for both academia and industry. In this talk, I will talk about Predictive Maintenance, an important and active area in the industry field (Industry 4.0). Concerned with predicting equipment failures, predictive maintenance has a high impact both at a technical and at a financial level. I will give some insights about the challenges it poses from the machine learning perspective. And, I will finish presenting a case study on predicting train door breakdowns.