Probabilistic Models in Building Automation
Dietmar Bruckner
Broschiertes Buch

Probabilistic Models in Building Automation

Recognizing Scenarios with Statistical Methods

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Revision with unchanged content. The ongoing technological development in the fields of sensors, actuators as well as embedded systems leads to more and more complex and larger building automation systems. These systems allow ever-better observations of activities in buildings with a rapid growing number of possible applications. This work investigates how statistical methods can be applied to (future) building automation systems to recognize erroneous behavior and to extract semantic and context information from sensor data. A hierarchical model structure based on hidden Markov models is prop...