Essays about: "Karl-filip Selander"

Found 2 essays containing the words Karl-filip Selander.

1. 1. Anomaly Detection using LSTM N. Networks and Naive Bayes Classifiers in Multi-Variate Time-Series Data from a Bolt Tightening Tool

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Karl-Filip Selander; [2021]
   Keywords : LSTM; anomaly detection; time-series; multi-variable; sensor; deep learning; LSTM; anomalidetektion; tidsserie; multivariabel; sensor; djupinlärning;

   Abstract : In this thesis, an anomaly detection framework has been developed to aid in maintenance of tightening tools. The framework is built using LSTM networks and gaussian naive bayes  classifiers. The suitability of LSTM networks for multi-variate sensor data and time-series prediction as a basis for anomaly detection has been explored. READ MORE

3. 2. Automated Greenhouse

   University essay from KTH/Maskinkonstruktion (Inst.)

   Author : Adin Suta; Karl-Filip Selander; [2017]
   Keywords : ;

   Abstract : In agriculture, growing plants is usually done with soil asthe growing medium. An alternative method for soil is usinga hydroponic system with plants submerged in water. READ MORE