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Book Synopsis
An Introduction to Data-Driven Control Systems

An introduction to the emerging dominant paradigm in control design

Model-based approaches to control systems design have long dominated the control systems design methodologies. However, most models require substantial prior or assumed information regarding the plant's structure and internal dynamics. The data-driven paradigm in control systems design, which has proliferated rapidly in recent decades, requires only observed input-output data from plants, making it more flexible and broadly applicable.

An Introduction to Data-Driven Control Systems provides a foundational overview of data-driven control systems methodologies. It presents key concepts and theories in an accessible way, without the need for the complex mathematics typically associated with technical publications in the field, and raises the important issues involved in applying these approaches. The result is a highly readable introduction to wh

An Introduction to DataDriven Control Systems

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    A Hardback by Ali Khaki-Sedigh

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      Publisher: John Wiley & Sons Inc
      Publication Date: Publication Date: 06/11/2023
      ISBN13: 9781394196401, 978-1394196401
      ISBN10: 1394196407
      Also in:
      Electronics and communications engineering

      Description

      Book Synopsis
      An Introduction to Data-Driven Control Systems

      An introduction to the emerging dominant paradigm in control design

      Model-based approaches to control systems design have long dominated the control systems design methodologies. However, most models require substantial prior or assumed information regarding the plant's structure and internal dynamics. The data-driven paradigm in control systems design, which has proliferated rapidly in recent decades, requires only observed input-output data from plants, making it more flexible and broadly applicable.

      An Introduction to Data-Driven Control Systems provides a foundational overview of data-driven control systems methodologies. It presents key concepts and theories in an accessible way, without the need for the complex mathematics typically associated with technical publications in the field, and raises the important issues involved in applying these approaches. The result is a highly readable introduction to wh

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