Data-Driven Modeling, Filtering and Control: Methods and Applications
The Institution of Engineering and Technology
Hardcover 304 pages English Sep 04, 2019
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Institution of Engineering & Technology
Data-Driven Modeling, Filtering and Control: Methods and Applications
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The scientific research in many engineering fields has been shifting from traditional first-principle-based to data-driven or evidence-based theories. The latter methods may enable better system design, based on more accurate and verifiable information. In the era of big data, IoT and cyber-physical systems, this subject is of growing importance, as data-driven approaches are key enablers to solve problems that could not be addressed by standard approaches. This book presents a number of innovative data-driven methodologies, complemented by significant application examples, to show the potential offered by the most recent advances in the field. Applicable across a range of disciplines, the topics discussed here will be of interest to scientists, engineers and students in automatic control and learning systems, automotive and aerospace engineering, electrical engineering and signal processing.
- Author:
- Carlo Novara, Simone Formentin, Carlo Novara
- Publisher:
- The Institution of Engineering and Technology
- Publication Date:
- Sep 04, 2019
- Number of pages:
- 304 pages
- Language:
- English
- Binding:
- Hardcover
- ISBN-10:
- 1785617125
- ISBN-13:
- 9781785617126