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1. 1. Structural Health Monitoring of Bridges using Machine Learning : The influence of Temperature on the health prediction

   University essay from KTH/Bro- och stålbyggnad

   Author : Elisa Khouri Chalouhi; [2016]
   Keywords : Damage detection; Structural Health Monitoring; Machine learning; Artificial Neural Network; Railway bridge; Environmental conditions.;

   Abstract : A method that uses machine learning to detect and localize damage in railway bridges under various environmental conditions is proposed and validated in this work. The developed algorithm uses vertical and lateral deck accelerations as damage- sensitive features. READ MORE