Modelling and Control of Dynamic Systems Using Gaussian Process Models

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...

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Detaylı Bibliyografya
Yazar: Kocijan, Juš (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2016.
Imprint: Springer,
Edisyon:1st ed. 2016.
Seri Bilgileri:Advances in Industrial Control,
Konular:
Control engineering.
Chemistry, Technical.
Statistics .
Control and Systems Theory.
Industrial Chemistry.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Online Erişim:Full-text access
İçindekiler:
  • System Identification with GP Models
  • Incorporation of Prior Knowledge
  • Control with GP Models
  • Trends, Challenges and Research Opportunities
  • Case Studies.

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