Handbook of model predictive control. ([2019])

• Record Type: Book
• Further Information: Note: Saša V. Raković, William S. Levine, editors.
• Editors: Raković, Saša V; Levine, W. S
• Contents: Theory.- The Essentials of Model Predictive Control (MPC).- Dynamic Programming and MPC.- Set-valued and Lyapunov Methods for MPC.- Stochastic Model Predictive Control.- Moving Horizon Estimation.- Probing and Duality in Stochastic Model Predictive Control.- Economic Model Predictive Control: Some Design Tools and Analysis Techniques.- Nonlinear Predictive Control for Trajectory Tracking and Path Following: An Introduction and Perspective.- Hybrid Model Predictive Control.- Model Predictive Control of Polynomial Systems.- Distributed MPC for Large-Scale Systems.- Scalable MPC Design.- Computations.- Efficient Convex Optimization for Linear MPC.- Implicit Non-Convex Model Predictive Control.- Convexification and Real-Time Optimization for MPC with Aerospace Applications.- Explicit (Offline) Optimization for MPC.- Real-Time Implementation of Explicit Model Predictive Control.- Robust Optimization for MPC.- Scenario Optimization for MPC.- Nonlinear Programming Formulations for Nonlinear and Economic Model Predictive Control.- Applications.- Automotive Applications of Model Predictive Control.- Applications of MPC in the Area of Health Care.- Model Predictive Control for Power Electronics Applications.- Learning-based Fast Nonlinear Model Predictive Control for Custom-made 3D Printed Ground and Aerial Robots.- Applications of MPC to Building HVAC Systems.- Toward Multi-Layered MPC for Complex Electric Energy Systems.- Applications of MPC to Finance.
• Publisher Details: Cham, Switzerland : Birkhäuser
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 629.8; Mathematics; Predictive control -- Handbooks, manuals, etc; TECHNOLOGY & ENGINEERING / Engineering (General); Technology & Engineering -- Automation; Mathematics -- Applied; Technology & Engineering -- Industrial Design -- Product; Computers -- Computer Simulation; Automatic control engineering; Maths for engineers; Technical design; 3D graphics & modelling; Systems theory; Engineering mathematics; Engineering design; Computer simulation; Science -- System Theory; Cybernetics & systems theory; Electronic books
• Languages: English
• ISBNs: 9783319774893; 3319774891
• Related ISBNs: 9783319774886
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed September 06, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.