Control Performance Assessment: Theoretical Analyses and Industrial Practice - Paweł D. Domański

Control Performance Assessment: Theoretical Analyses and Industrial Practice

Buch | Hardcover
XVIII, 367 Seiten
2019 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-23592-5 (ISBN)
106,99 inkl. MwSt

This book presents a comprehensive review of currently available Control Performance Assessment methods. It covers a broad range of classical and modern methods, with a main focus on assessment practice, and is intended to help practitioners learn and properly perform control assessment in the industrial reality. Further, it offers an educational guide for control engineers, who are currently in high demand in the industry. 

The book consists of three main parts. Firstly, a comprehensive review of available approaches is presented and discussed. The classical canon methods are extended with a discussion of nonlinear and complex alternative measures using non-Gaussian statistics, persistence and fractional calculations. Secondly, the methods' applicability aspects are visualized with the aid of computer simulations, covering the most popular control philosophies used in the process industry. Lastly, a critical review of the methods discussed, on the basis of real-world industrial examples, rounds out the coverage. 

Does control quality matter?.- Step response indexes.- Basic data-based measures.- Statistical measures.- Model-based measures.- Frequency based methods.- Alternative indexes.- Business Key Performance Indicators - KPIs.- Control improvement benefit estimation.- Simulation setup.- PID single element control.- MIMO PID based control.- Industrial simulated examples.- MPC control examples.- CPA industrial applications.- Control Feasibility Study.

Erscheinungsdatum
Reihe/Serie Studies in Systems, Decision and Control
Zusatzinfo XVIII, 367 p. 519 illus., 266 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 701 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik Elektrotechnik / Energietechnik
Schlagworte Control • Controller Performance Assessment • Control Performance Assessment • Control Performance Assessment Technology • Control Theory
ISBN-10 3-030-23592-0 / 3030235920
ISBN-13 978-3-030-23592-5 / 9783030235925
Zustand Neuware
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