Hidden Markov models for state recognition in injection molding processes using acceleration data
Sprache der Bezeichnung:
Englisch
Original Kurzfassung:
This thesis first gives a detailed introduction to the topic of HMMs and examines the
related issues in detail. Afterwards the concept of HMMs is applied to a practical application
in the injection molding industry. A 3D accelerometer attached to the injection
molding machine provides data of an injection molding process, which can be displayed
in time series. The aim of this thesis is to use HMMs to identify the states of injection
molding processes from 15 different data sets based on their acceleration data.
Forschungs-