Modelling and Control of Dynamic Systems Using Gaussian Process Models

• Κύριος συγγραφέας: Kocijan, Juš (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Σειρά: Advances in Industrial Control,
• Θέματα: Engineering.; Chemical engineering.; Statistics.; Control engineering.; Control.; Industrial Chemistry/Chemical Engineering.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

This monograph opens up new horizons for engineers and researchers in academia and in industry dealing with or interested in new developments in the field of system identification and control. It emphasizes guidelines for working solutions and practical advice for their implementation rather than th...

Πίνακας περιεχομένων:

• System Identification with GP Models
• Incorporation of Prior Knowledge
• Control with GP Models
• Trends, Challenges and Research Opportunities
• Case Studies.