03567nam 22005175 450 991048318010332120250821115307.0981-13-0083-610.1007/978-981-13-0083-7(CKB)4100000005679187(MiAaPQ)EBC5493435(DE-He213)978-981-13-0083-7(EXLCZ)99410000000567918720180814d2019 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierModel Predictive Control Approaches Based on the Extended State Space Model and Extended Non-minimal State Space Model /by Ridong Zhang, Anke Xue, Furong Gao1st ed. 2019.Singapore :Springer Singapore :Imprint: Springer,2019.1 online resource (xv, 137 pages) illustrations981-13-0082-8 Introduction -- Model Predictive Control Based on Extended State Space Model -- Predictive Functional Control Based on Extended State Space Model -- Model Predictive Control Based on Extended Non-Minimal State Space Model -- Predictive Functional Control Based on Extended Non-minimal State Space Model -- Model Predictive Control Under Constraints -- PID Control Using Extended Non-minimal State Space Model Optimization -- Closed-loop System Performance Analysis -- Model Predictive Control Performance Optimized by Genetic Algorithm -- Industrial Application -- Further Ideas on MPC and PFC Using Relaxed Constrained Optimization.This monograph introduces the authors’ work on model predictive control system design using extended state space and extended non-minimal state space approaches. It systematically describes model predictive control design for chemical processes, including the basic control algorithms, the extension to predictive functional control, constrained control, closed-loop system analysis, model predictive control optimization-based PID control, genetic algorithm optimization-based model predictive control, and industrial applications. Providing important insights, useful methods and practical algorithms that can be used in chemical process control and optimization, it offers a valuable resource for researchers, scientists and engineers in the field of process system engineering and control engineering. .Systems theoryMathematical optimizationControl and Systems Theoryhttp://scigraph.springernature.com/things/product-market-codes/T19010Systems Theory, Controlhttp://scigraph.springernature.com/things/product-market-codes/M13070Calculus of Variations and Optimal Control; Optimizationhttp://scigraph.springernature.com/things/product-market-codes/M26016Energy Efficiencyhttp://scigraph.springernature.com/things/product-market-codes/118000Systems theory.Mathematical optimization.Control and Systems Theory.Systems Theory, Control.Calculus of Variations and Optimal Control; Optimization.Energy Efficiency.629.8Zhang Ridongauthttp://id.loc.gov/vocabulary/relators/aut1227251Xue Ankeauthttp://id.loc.gov/vocabulary/relators/autGao Furongauthttp://id.loc.gov/vocabulary/relators/autBOOK9910483180103321Model Predictive Control2849648UNINA