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NMPC controller applied to the operation of an internal combustion engine: formulation and solution of the optimization problem in real time
Abstract Numerical optimization solve problems efficiently where such efficiency is focused on the speed with which the optimal is achieved, is open line of research and strong work in the scientific community in order to achieve control systems in dynamic processes with response times of the order of milliseconds. A clear example of this, is the implementation of optimal controller’s combustion engines. For subsequent approach to the design and implementation of nonlinear model predictive control controllers, it has made a comparison of yields algorithms quadratic programming by active set with linearization restrictions, and sequential quadratic programming with single shooting technique to solve quadratic optimization problem formulation referred to a dynamic internal combustion engine of spark ignition, in embedded systems with real-time processing.
NMPC controller applied to the operation of an internal combustion engine: formulation and solution of the optimization problem in real time
Abstract Numerical optimization solve problems efficiently where such efficiency is focused on the speed with which the optimal is achieved, is open line of research and strong work in the scientific community in order to achieve control systems in dynamic processes with response times of the order of milliseconds. A clear example of this, is the implementation of optimal controller’s combustion engines. For subsequent approach to the design and implementation of nonlinear model predictive control controllers, it has made a comparison of yields algorithms quadratic programming by active set with linearization restrictions, and sequential quadratic programming with single shooting technique to solve quadratic optimization problem formulation referred to a dynamic internal combustion engine of spark ignition, in embedded systems with real-time processing.
NMPC controller applied to the operation of an internal combustion engine: formulation and solution of the optimization problem in real time
Chica, José Albeiro Valencia (Autor:in) / Torres, Adalberto Gabriel Díaz (Autor:in) / Acosta, Diego Andrés (Autor:in)
22.07.2016
22 pages
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
Simulation , Hardware in the loop , Automotive , Optimal control nonlinear , Real time control , SQP and QP algorithms Engineering , Engineering, general , Engineering Design , Mechanical Engineering , Computer-Aided Engineering (CAD, CAE) and Design , Electronics and Microelectronics, Instrumentation , Industrial Design
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