Library Hours
Monday to Friday: 9 a.m. to 9 p.m.
Saturday: 9 a.m. to 5 p.m.
Sunday: 1 p.m. to 9 p.m.
Naper Blvd. 1 p.m. to 5 p.m.
LEADER 00000cam a2200697 i 4500
003 OCoLC
005 20240129213017.0
006 m o d
007 cr cnu---unuuu
008 190204s2019 si a ob 001 0 eng
010 2019005389
020 9781119119586|q(electronic book)
020 1119119588|q(electronic book)
020 9781119119593|q(electronic book)
020 1119119596|q(electronic book)
020 9781119119579|q(electronic publication)
020 111911957X|q(electronic publication)
020 |q(hardcover)
024 8 16295854
029 1 AU@|b000065535784
029 1 CHNEW|b001060488
029 1 CHVBK|b571898564
035 (OCoLC)1084630879
040 DLC|beng|erda|epn|cDLC|dOCLCO|dOCLCF|dN$T|dEBLCP|dRECBK
|dDG1|dUKAHL|dOCLCQ|dYDX|dYUS|dU3W|dOCLCQ|dKSU|dOCLCO
|dOCLCQ|dOCLCO|dOCLCL
042 pcc
049 INap
082 00 629.8
082 00 629.8|223
099 eBook O'Reilly for Public Libraries
100 1 Xi, Yugeng,|d1946-|eauthor.
245 10 Predictive control :|bfundamentals and developments /
|cYugeng Xi, Shanghai Jiao Tong University, Shanghai,
China, Dewei Li, Shanghai Jiao Tong University, Shanghai,
China.|h[O'Reilly electronic resource]
250 First edition.
264 1 Singapore ;|aHoboken, NJ :|bJohn Wiley & Sons Singapore
Pte. Ltd,|c2019.
300 1 online resource (xiii, 377 pages)
336 text|btxt|2rdacontent
337 computer|bc|2rdamedia
338 online resource|bcr|2rdacarrier
500 "National Defence Industry Press."
504 Includes bibliographical references and index.
505 0 Intro; Title Page; Copyright Page; Contents; Preface;
Chapter 1 Brief History and Basic Principles of Predictive
Control; 1.1 Generation and Development of Predictive
Control; 1.2 Basic Methodological Principles of Predictive
Control; 1.2.1 Prediction Model; 1.2.2 Rolling
Optimization; 1.2.3 Feedback Correction; 1.3 Contents of
this Book; References; Chapter 2 Some Basic Predictive
Control Algorithms; 2.1 Dynamic Matrix Control (DMC) Based
on the Step Response Model; 2.1.1 DMC Algorithm and
Implementation; 2.1.2 Description of DMC in the State
Space Framework
505 8 2.2 Generalized Predictive Control (GPC) Based on the
Linear Difference Equation Model2.3 Predictive Control
Based on the State Space Model; 2.4 Summary; References;
Chapter 3 Trend Analysis and Tuning of SISO Unconstrained
DMC Systems; 3.1 The Internal Model Control Structure of
the DMC Algorithm; 3.2 Controller of DMC in the IMC
Structure; 3.2.1 Stability of the Controller; 3.2.2
Controller with the One-Step Optimization Strategy; 3.2.3
Controller for Systems with Time Delay; 3.3 Filter of DMC
in the IMC Structure; 3.3.1 Three Feedback Correction
Strategies and Corresponding Filters
505 8 3.3.2 Influence of the Filter to Robust Stability of the
System3.4 DMC Parameter Tuning Based on Trend Analysis;
3.5 Summary; References; Chapter 4 Quantitative Analysis
of SISO Unconstrained Predictive Control Systems; 4.1 Time
Domain Analysis Based on the Kleinman Controller; 4.2
Coefficient Mapping of Predictive Control Systems; 4.2.1
Controller of GPC in the IMC Structure; 4.2.2 Minimal Form
of the DMC Controller and Uniform Coefficient Mapping; 4.3
Z Domain Analysis Based on Coefficient Mapping; 4.3.1 Zero
Coefficient Condition and the Deadbeat Property of
Predictive Control Systems
505 8 4.3.2 Reduced Order Property and Stability of Predictive
Control Systems4.4 Quantitative Analysis of Predictive
Control for Some Typical Systems; 4.4.1 Quantitative
Analysis for First-Order Systems; 4.4.2 Quantitative
Analysis for Second-Order Systems; 4.5 Summary;
References; Chapter 5 Predictive Control for MIMO
Constrained Systems; 5.1 Unconstrained DMC for
Multivariable Systems; 5.2 Constrained DMC for
Multivariable Systems; 5.2.1 Formulation of the
Constrained Optimization Problem in Multivariable DMC;
5.2.2 Constrained Optimization Algorithm Based on the
Matrix Tearing Technique
505 8 5.2.3 Constrained Optimization Algorithm Based on QP5.3
Decomposition of Online Optimization for Multivariable
Predictive Control; 5.3.1 Hierarchical Predictive Control
Based on Decomposition-Coordination; 5.3.2 Distributed
Predictive Control; 5.3.3 Decentralized Predictive
Control; 5.3.4 Comparison of Three Decomposition
Algorithms; 5.4 Summary; References; Chapter 6 Synthesis
of Stable Predictive Controllers; 6.1 Fundamental
Philosophy of the Qualitative Synthesis Theory of
Predictive Control; 6.1.1 Relationships between MPC and
Optimal Control
520 "Systematically introduces fundamental concepts, basic
algorithms, and applications of MPC -Includes a
comprehensive overview of MPC development, emphasizing
recent advances and modern approaches - Features numerous
MPC models and structures, based on rigorous research -
Based on the best-selling Chinese edition, which has
become a cornerstone in the Chinese market Modeling
Predictive Control (MPC) is an advanced control technology
that can effectively handle optimization control under
constraints. Since MPC appeared in the industrial process
control field in the 1970's, the demand for constrained
optimization control, in particular MPC, in various
application fields has been increasing continuously. The
MPC application fields extend from traditional oil
refinery, petrochemical, and chemical industries, to
almost all fields such as power systems, manufacturing,
aerospace, electromechanics, urban transportation,
agricultural greenhouse, and medicine etc. MPC has the
ability to anticipate future events and can take control
actions accordingly. PID and LQR controllers do not have
this predictive ability. MPC is nearly universally
implemented as a digital control, although there is
research into achieving faster response times with
specially designed analog circuitry"--|cProvided by
publisher.
588 0 Online resource; title from digital title page (viewed on
December 04, 2019).
590 O'Reilly|bO'Reilly Online Learning: Academic/Public
Library Edition
650 0 Predictive control.
650 6 Commande prédictive.
650 7 Predictive control|2fast
700 1 Li, Dewei|c(Computer scientist),|eauthor.
776 08 |iPrint version:|aXi, Yugeng, 1946-|tPredictive control.
|bFirst edition.|dHoboken, NJ : John Wiley & Sons, Inc.,
[2019]|z9781119119548|w(DLC) 2019003713
856 40 |uhttps://ezproxy.naperville-lib.org/login?url=https://
learning.oreilly.com/library/view/~/9781119119548/?ar
|zAvailalbe on O'Reilly for Public Libraries
938 Askews and Holts Library Services|bASKH|nAH35891925
938 ProQuest Ebook Central|bEBLB|nEBL5806449
938 EBSCOhost|bEBSC|n2179709
938 Recorded Books, LLC|bRECE|nrbeEB00762546
938 YBP Library Services|bYANK|n300674990
994 92|bJFN