Application of an input-output pairings selection methodology to control multivariable systems based on multi-objective optimization
Abstract:
This paper shows a methodological approach to selecting input-output pairings and tuning controllers for multivariable systems based on multi-objective optimization. The methodology is applied to a nonlinear multivariable system called a boiler-turbine unit (electrical power generation system). Two scenarios and two design concepts (input-output pairings and controllers) were defined, each with six design objectives. It was shown in detail that one design concept is better than the other in each scenario for tracking a reference. It is important to mention that the proposed methodology establishes a unified framework to select suitable loop pairings and tune multivariable controllers defining what in this paper is known as a design concept. The methodology establishes a global comparison framework of each design concept so that a designer according to his/her preferences selects an optimal solution to control the system.
Año de publicación:
2021
Keywords:
- design concept
- input-ouput pairing
- Multi-objective evolutionary optimization
- Nonlinear System
- multivariable control system
Fuente:
Tipo de documento:
Conference Object
Estado:
Acceso restringido
Áreas de conocimiento:
- Optimización matemática
- Optimización matemática
Áreas temáticas:
- Métodos informáticos especiales
- Ciencias de la computación
- Programación informática, programas, datos, seguridad