Abstract
The following article shows the implementation of fuzzy logic controllers Type-1 and Interval Type-2, designed firstly for a diesel motor and implemented on a nonlinear second order system. Additionally, another way of implementing the Type-2 fuzzy logic controllers, is shown, using Kleene algebra, due to its benefits during the implementation of a simple function. Likewise, a variation is performed where a type reduction is applied to an algebraic expression. Finally, it is desired to observe the behavior of the controllers given the uncertainty sources.
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Duran, L.K., Melgarejo, M.A.: Implementación hardware del algoritmo karnik-mendel mejorado basada en operadores cordic. Ingeniería y Competitividad 11(2), 21–39 (2009)
Hernández, I., Ochoa, C.: Control difuso y construcción de un mecanismo capaz de golpear con distintos efectos una bola de billar (2012)
Johnsonbaugh, R., Osuna, M.G.: Matemáticas Discretas. Pearson Educación, Upper Saddle River (2005)
Lynch, C., Hagras, H., Callaghan, V.: Embedded type-2 FLC for real-time speed control of marine and traction diesel engines. In: The 2005 14th IEEE International Conference on Fuzzy Systems, FUZZ 2005, pp. 347–352. IEEE (2005)
Mendel, J.M.: Fuzzy logic systems for engineering: a tutorial. Proc. IEEE 83(3), 345–377 (1995)
Méndez, J.J.S.: Diseño y simulación de un controlador difuso de temperatura empleando el concresor basado en relaciones Booleanas. Tecnura 16(32), 29–40 (2012)
Nguyen, H.T., Walker, E.A.: A First Course in Fuzzy Logic. CRC Press, Boca Raton (2005)
Salazar, O.: Método de diseño y optimización de controladores difusos FIS-BBR cuasi-estándar por medio de lógicas clásica y trivalente de Kleene (2014)
Strogatz, S.H.: Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering. Westview press, Boulder (2014)
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Vanegas-Moreno, E., Cholo, CA., Soriano-Mendez, J. (2016). Comparison Between Interval Type-2 and Three Valued Algebra Fuzzy Logic Controllers. In: Figueroa-García, J., López-Santana, E., Ferro-Escobar, R. (eds) Applied Computer Sciences in Engineering. WEA 2016. Communications in Computer and Information Science, vol 657. Springer, Cham. https://doi.org/10.1007/978-3-319-50880-1_21
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DOI: https://doi.org/10.1007/978-3-319-50880-1_21
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