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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 the theoretical background of Gaussian process (GP) models. The book demonstrates the potential of …
- Edition
- 1
- ISBN/ISSN
- 978-3-319-21020-9
- Collation
- XVI, 267
- Series Title
- Advances in Industrial Control
- Call Number
- -
Modeling, Control and Optimization of Water Systems
This book provides essential background knowledge on the development of model-based real-world solutions in the field of control and decision making for water systems. It presents system engineering methods for modelling surface water and groundwater resources as well as water transportation systems (rivers, channels and pipelines). The models in turn provide information on both the water quant…
- Edition
- 1
- ISBN/ISSN
- 978-3-642-16025-7
- Collation
- VII, 303
- Series Title
- -
- Call Number
- -
Model Predictive Control
For the first time, a textbook that brings together classical predictive control with treatment of up-to-date robust and stochastic techniques. Model Predictive Control describes the development of tractable algorithms for uncertain, stochastic, constrained systems. The starting point is classical predictive control and the appropriate formulation of performance objectives and constraints to…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-24851-6
- Collation
- XIII, 384
- Series Title
- Advanced Textbooks in Control and Signal Processing
- Call Number
- -
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