000 | 06494cam a22006378i 4500 | ||
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001 | on1084630879 | ||
003 | OCoLC | ||
005 | 20220711203502.0 | ||
006 | m o d | ||
007 | cr ||||||||||| | ||
008 | 190204s2019 nju ob 001 0 eng | ||
010 | _a 2019005389 | ||
040 |
_aDLC _beng _erda _cDLC _dOCLCO _dOCLCF _dN$T _dEBLCP _dRECBK _dDG1 _dUKAHL |
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020 | _a1119119588 | ||
020 |
_a9781119119579 _q(ePub) |
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020 |
_a111911957X _q(ePub) |
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020 |
_a9781119119593 _q(electronic bk. : oBook) |
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020 |
_a1119119596 _q(electronic bk. : oBook) |
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020 |
_a9781119119586 _q(electronic bk.) |
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020 | _z9781119119548 (hardback) | ||
029 | 1 |
_aAU@ _b000065535784 |
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029 | 1 |
_aCHVBK _b571898564 |
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029 | 1 |
_aCHNEW _b001060488 |
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035 | _a(OCoLC)1084630879 | ||
042 | _apcc | ||
050 | 1 | 0 | _aTJ217.6 |
082 | 0 | 0 |
_a629.8 _223 |
049 | _aMAIN | ||
100 | 1 |
_aXi, Yugeng, _d1946- _eauthor. _98124 |
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245 | 1 | 0 |
_aPredictive control : _bfundamentals and developments / _cYugeng Xi, Shanghai Jiao Tong University, Shanghai, China, Dewei Li, Shanghai Jiao Tong University, Shanghai, China. |
250 | _aFirst edition. | ||
263 | _a1907 | ||
264 | 1 |
_aHoboken, NJ : _bJohn Wiley & Sons, Inc., _c[2019] |
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300 | _a1 online resource | ||
336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bn _2rdamedia |
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338 |
_aonline resource _bnc _2rdacarrier |
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504 | _aIncludes bibliographical references and index. | ||
520 |
_a"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. |
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588 | _aDescription based on print version record and CIP data provided by publisher; resource not viewed. | ||
505 | 0 | _aIntro; 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 | _a2.2 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 | _a3.3.2 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 | _a4.3.2 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 | _a5.2.3 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 | |
650 | 0 |
_aPredictive control. _98125 |
|
650 | 7 |
_aTECHNOLOGY & ENGINEERING / Engineering (General). _2bisacsh _98126 |
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650 | 7 |
_aPredictive control. _2fast _0(OCoLC)fst01075040 _98125 |
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655 | 0 |
_aElectronic books. _93294 |
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655 | 4 |
_aElectronic books. _93294 |
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700 | 1 |
_aLi, Dewei _c(Computer scientist), _eauthor. _98127 |
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776 | 0 | 8 |
_iPrint version: _aXi, Yugeng, 1946- author. _tPredictive control _bFirst edition. _dHoboken, NJ : John Wiley & Sons, Inc., [2019] _z9781119119548 _w(DLC) 2019003713 |
856 | 4 | 0 |
_uhttps://doi.org/10.1002/9781119119593 _zWiley Online Library |
942 | _cEBK | ||
994 |
_a92 _bDG1 |
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999 |
_c69024 _d69024 |