Data-driven modeling, filtering and control : methods and applications

• Other Authors: Novara, Carlo, (Editor), Formentin, Simone, (Editor)
• Format: eBook
• Language: English
• Published: Stevenage : Institution of Engineering and Technology, 2019.
• Series: Control, robotics and sensors series
• Subjects: Automatic control > Data processing.; System design > Data processing.; Systems engineering > Data processing.; elektronické knihy; electronic books
• ISBN: 9781785617133; 1785617133; 9781785617126; 1785617125
• Physical Description: 1 online resource (1 volume)

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...