The hardware design of temperature controller based on fuzzy logic for industrial application employing FPGA

F. Mohd Yasin, A. Tio, Md. Shabiul Islam, Md. Mamun Ibne Reaz, M. S. Sulaiman

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

In this paper, we present the realization of a fuzzy logic-based temperature controller intended for industrial application on Altera FLEX10K FPGA device that allows for efficient hardware implementation. The system is built of four major modules called fuzzification, inference, implication and defuzzification. The composition method selected for the fuzzy model is the Max-Min Composition while the Mamdani Min operator was chosen as the implication method. Each module is modeled individually using behavioral VHDL and combined using structural VHDL. The timing analysis for the validation, functionality and performance of the model is performed using Aldec Active HDL and the logic synthesis was performed using Synplify. Simulation results show that the model has been tested successfully. The inferred maximum operating frequency is 5MHz with a critical path of 199.3ns.

Original languageEnglish
Title of host publicationProceedings of the International Conference on Microelectronics, ICM
Pages157-160
Number of pages4
Publication statusPublished - 2004
Externally publishedYes
Event16th International Conference on Microelectronics, ICM 2004 - Tunis
Duration: 6 Dec 20048 Dec 2004

Other

Other16th International Conference on Microelectronics, ICM 2004
CityTunis
Period6/12/048/12/04

Fingerprint

Fuzzy logic
Industrial applications
Field programmable gate arrays (FPGA)
Computer hardware description languages
Hardware
Controllers
Chemical analysis
Temperature
Logic Synthesis

Keywords

  • Fuzzy logic
  • Index Terms - FPGA prototyping
  • Industrial application
  • Temperature controller
  • VHDL

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Yasin, F. M., Tio, A., Islam, M. S., Ibne Reaz, M. M., & Sulaiman, M. S. (2004). The hardware design of temperature controller based on fuzzy logic for industrial application employing FPGA. In Proceedings of the International Conference on Microelectronics, ICM (pp. 157-160)

The hardware design of temperature controller based on fuzzy logic for industrial application employing FPGA. / Yasin, F. Mohd; Tio, A.; Islam, Md. Shabiul; Ibne Reaz, Md. Mamun; Sulaiman, M. S.

Proceedings of the International Conference on Microelectronics, ICM. 2004. p. 157-160.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Yasin, FM, Tio, A, Islam, MS, Ibne Reaz, MM & Sulaiman, MS 2004, The hardware design of temperature controller based on fuzzy logic for industrial application employing FPGA. in Proceedings of the International Conference on Microelectronics, ICM. pp. 157-160, 16th International Conference on Microelectronics, ICM 2004, Tunis, 6/12/04.
Yasin FM, Tio A, Islam MS, Ibne Reaz MM, Sulaiman MS. The hardware design of temperature controller based on fuzzy logic for industrial application employing FPGA. In Proceedings of the International Conference on Microelectronics, ICM. 2004. p. 157-160
Yasin, F. Mohd ; Tio, A. ; Islam, Md. Shabiul ; Ibne Reaz, Md. Mamun ; Sulaiman, M. S. / The hardware design of temperature controller based on fuzzy logic for industrial application employing FPGA. Proceedings of the International Conference on Microelectronics, ICM. 2004. pp. 157-160
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