Application of Guassian process models are demonstrated for the prognosis of gear health in a gear-box. This application is meant for the diagnostics of rotational tool machinery for prediction of gear failure and for enabling replacement of the failed part in time.
B.03 Paper at an international scientific conference
COBISS.SI-ID: 24721447A detailed state-of-the-art survey of control algorithms based on Gaussian process models is given in the paper. Beside the survey of control algorithms also trends, challenges and future opportunities are discussed in the paper. The contribution was prepared for the invited lecture at the international conference from the topic of control, communications and computing.
B.04 Guest lecture
COBISS.SI-ID: 25087783Evolving Gaussian process model has been used for the application of adaptive – self-learning control. Such control system is suitable when the process to be controlled is modelled with time-variable model. The paper was presented at presteguous international conference on computational-intelligence topic.
B.03 Paper at an international scientific conference
COBISS.SI-ID: 24643623