A method for modelling of multivariable dynamic systems that is more complex than modelling of univariable dynamic systems is given in the paper. The modelling method is demonstrated with modelling of process engineering system, namely gas-liquid separator.
COBISS.SI-ID: 23605799
A practical realisation of the dynamic system model that predicts queue length in in a traffic cross-section and consequently its occupancy is given in the paper. This model is used as soft sensor for faulty measurement detection and reconstruction in a traffic cross-section in Prague. It was demonstrated how the reliability of urban traffic-control system is increased with Gaussian-process model-based soft sensor.
COBISS.SI-ID: 23584807