Receding Horizon Control Model Predictive Control for State Models / [electronic resource] :
by Wook Hyun Kwon, Soohee Han.
- XIV, 380 p. 51 illus. online resource.
- Advanced Textbooks in Control and Signal Processing, 1439-2232 .
- Advanced Textbooks in Control and Signal Processing, .
Optimal Controls on Finite and Infinite Horizons: A Review -- State Feedback Receding Horizon Controls -- Receding Horizon Filters -- Output Feedback Receding Horizon Controls -- Constrained Receding Horizon Controls -- Nonlinear Receding Horizon Controls.
Receding Horizon Control introduces the essentials of a successful feedback strategy that has emerged in many industrial fields: the process industries in particular. Receding horizon control (RHC) has a number of advantages over other types of control: easier computation than steady-state optimal control; greater adaptability to parametric changes than infinite horizon control; better tracking than PID and good constraint handling among others. The text builds understanding starting with optimal controls for simple linear systems and working through constrained systems to nonlinear cases. RHC is applied to discrete-time systems for better understanding and easier computer application. Its diverse techniques are unified using the state-space framework. Worked examples and exercises throughout the book allow you to practise as you go and MATLABŪ files for the solution of selected examples can be downloaded from springeronline.com. Graduate students following masters and doctoral courses in control theory and engineering will find Receding Horizon Control to be an excellent companion to tuition and research. Tutors and academics researching model predictive control can use this not only as a scholarly textbook but as a co-ordinated reference for its wide range of receding horizon schemes.
9781846280177
10.1007/b136204 doi
Engineering. Biochemical engineering. Chemical engineering. System theory. Mechanical engineering. Control engineering. Electrical engineering. Engineering. Control. Electrical Engineering. Biochemical Engineering. Systems Theory, Control. Industrial Chemistry/Chemical Engineering. Mechanical Engineering.