control difuso de temperatura para carga resistiva

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El objetivo de este trabajo es mostrar en detalle el proceso de implementación del núcleo
principal de un sistema de control difuso de temperatura sobre un dispositivo de la electrónica
programable moderna, como es un microcontrolador de 8 bits. En este informe se presentan las
bases teóricas generales de los controladores difusos, a continuación se presenta una descripción
completa de los elementos utilizados en el sistema de control y luego se presenta el proceso de
construcción sobre el microcontrolador de los bloques de fuzificación, defuzificación e
inferencia basada en reglas, junto con los resultados obtenidos.
Teniendo en cuenta que, hasta ahora, en el ámbito local se ha producido escasa literatura en
el área de controladores difusos, este trabajo es importante ya que constituye un aporte para la
construcción de una base de conocimiento más amplia en este campo. A través del informe se
entregan guías y referencias puntuales sobre el proceso práctico de construcción de controladores
difusos las cuales pueden resultar de utilidad para personas pertenecientes a diferentes entornos
académicos o productivos que posean conocimientos sobre el tema y deseen iniciarse o
profundizar en el campo de la experimentación asociada con el control difuso.
Este trabajo está enmarcado dentro del área de control, específicamente fue motivado y
además esta sustentado en los conocimientos adquiridos en las asignaturas: Control Automático,
Instrumentación y Control Inteligente, cursadas en la Especialización de Ciencias Electrónicas e
Informática, área de Automatización Industrial, de la Universidad de Antioquia, en Medellín
Colombia.
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01
!"##$%# &'(( ) *( ( +" ,!
[1] Geering. Hans P. Introduction to Fuzzy Control. Measurement and Control
Laboratory Swiss Federal Institute of Technology. 1998.
[2] Hao Yin, Dr. Bao-Gang Hug. Introduction to Fuzzy Control. International Journal of
Fuzzy Systems, Vol. 5, No. 2, Junio 2003.
[3] Muñoz, Carlos. Velásquez, Iván. Torres, Flavio. CONTROL DIFUSO
PREALIMENTADO PARA UNA PLANTA PILOTO DE SECADO POR LECHO
FLUIDIZADO Departamento de Ingeniería Eléctrica, Universidad de La Frontera,
2001.
[4] Cilingiroglu, Ugur. Pamir, Banu. Gunay, Z. Sezgin. Dulger, Fikret. Sampled-Analog
Implementation of Application-Specific Fuzzy Controllers IEEE TRANSACTIONS ON
FUZZY SYSTEMS, VOL. 5, NO. 3, agosto 1997
[5] Ying, Hao. A general technique for deriving analytical structure of fuzzy controllers
using arbitrary trapezoidal input fuzzy sets and Zadeh and operator. Department of
Electrical and Computer Engineering, Wayne State University, Detroit . Febrero 2003
[6] Jantzen, Jan . Design Of Fuzzy Controllers. Technical University of Denmark,
Department of Automation, Lyngby, DENMARK.Tech. report no 98-E 864 (design), 19
agosto 1998.
[7] Domonkos, Tikk. On nowhere denseness of certain fuzzy controllers containing
prerestricted number of rules. Technical University of Budapest Dept.of
Telecommunications and Telematics, Hungría, 1997.
!"##$%# &'(( ) *( ( +" ,!
0G
[8] Galan, Peter. Temperature control based on traditional PID versus fuzzy controllers.
Nortel Networks Control Software Design Documentation.
[9] Gal A. Kaminka. On Problems of Knowledge in Fuzzy Control: Extended Abstract.
[10] Egilegor, B. Uribe,J.P. Arregi,G. Pradilla ,E. Susperreg, L. A FUZZY CONTROL
ADAPTED BY A NEURAL NETWORK TO MAINTAIN A DWELLING WITHIN
THERMAL COMFORT . IKERLAN Applied Research Centre.
[11] Ponce. Sergio Damián. INCUBADORA DE CUIDADOS INTENSIVOS
CONTROLADA CON LÓGICA DIFUSA Grupo de Ingeniería Clínica. UTN Facultad
Regional San Nicolás.
[12] Alvarez López, Ihosvany. Llanes Santiago,Orestes. Verdegay Galdeano, José Luis
Una aplicación de control difuso para secado de tabaco en hojas Departamento de
Ciencias de la Computación e Inteligencia Artificial. Universidad de Granada.
Granada (España) Departamento de Automática y Computación. Facultad Eléctrica,
ISPJAE. La Habana (Cuba)
[13] Acosta ,Gerardo. Taller de Controlador Basado en Lógica Difusa. Universidad
Nacional del Centro de la Provincia de Buenos Aires. Noviembre 2001.
[14] Ying, Hao. Chen, Guanrong. "Analytical Theory of Fuzzy Control with Applications"
Information Science,Volumen 123, Abril 2000.
[15] Ying, Hao. Fuzzy Control and Modeling. Analytical Foundations and Applications.
IEEE Press. 2000
[16] Binfet Jeremy. Wilamowski Bogdan M.. Microprocessor Implementation of Fuzzy
Systems and Neural Networks. 2001.University of Idaho.
[17] Kandel, Abraham. Langholz, Gideon. Fuzzy Hardware. Architectures and
Applications. Kuwer Academic Publishers. 1998.
[18] Lee, Ch. Ch.: “Fuzzy Logic Control Systems: Fuzzy Logic Controller – Part I
and II”, IEEE Trans. on SMC, Vol 20, N° 2, Marzo/Abril 1990, pp. 404-435.
[19] Pedrycz, W.: “Fuzzy Control and Fuzzy Systems”, Ed. John Wiley & Sons
Inc., 1988.
[20] Ibrahim, Ahmad M. Introduction to Applied Fuzzy Electronics. Prentice Hall,1997.
[21] National Semidonductors. LM35 Precision Centigrade Temperature Sensors.
Data Sheet.
[22] Microchip. PIC16F87X, 28/40-pin 8-Bit CMOS FLASHMicrocontrollers. Data Sheet.
[23] Leading Edge Technology Ltd . Manual de PIC Basic Compiler.
0I
!"##$%# &'(( ) *( ( +" ,!
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