Case Study: Aspects of Fuzzy Controller Implementation in Embedded Systems

L. M. Muniz; M. J. Carmo; M. F. Santos; A. F. Santos Neto; P. Mercorelli

doi:10.1109/MACISE49704.2020.00033

Case Study: Aspects of Fuzzy Controller Implementation in Embedded Systems

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Standard

Case Study : Aspects of Fuzzy Controller Implementation in Embedded Systems. / Muniz, L. M.; Carmo, M. J.; Santos, M. F. et al.

2nd International Conference on Mathematics and Computers in Science and Engineering (MACISE 2020): Proceedings, Madrid, Spain 18-20 January 2020 . Piscataway : IEEE - Institute of Electrical and Electronics Engineers Inc., 2020. p. 155-158 9195570.

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Harvard

Muniz, LM, Carmo, MJ, Santos, MF, Santos Neto, AF & Mercorelli, P 2020, Case Study: Aspects of Fuzzy Controller Implementation in Embedded Systems. in 2nd International Conference on Mathematics and Computers in Science and Engineering (MACISE 2020): Proceedings, Madrid, Spain 18-20 January 2020 ., 9195570, IEEE - Institute of Electrical and Electronics Engineers Inc., Piscataway, pp. 155-158, 2nd International Conference on Mathematics and Computers in Science and Engineering - MACISE 2020, Madrid, Spain, 18.01.20. https://doi.org/10.1109/MACISE49704.2020.00033

APA

Muniz, L. M., Carmo, M. J., Santos, M. F., Santos Neto, A. F., & Mercorelli, P. (2020). Case Study: Aspects of Fuzzy Controller Implementation in Embedded Systems. In 2nd International Conference on Mathematics and Computers in Science and Engineering (MACISE 2020): Proceedings, Madrid, Spain 18-20 January 2020 (pp. 155-158). [9195570] IEEE - Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MACISE49704.2020.00033

Vancouver

Muniz LM, Carmo MJ, Santos MF, Santos Neto AF, Mercorelli P. Case Study: Aspects of Fuzzy Controller Implementation in Embedded Systems. In 2nd International Conference on Mathematics and Computers in Science and Engineering (MACISE 2020): Proceedings, Madrid, Spain 18-20 January 2020 . Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc. 2020. p. 155-158. 9195570 doi: 10.1109/MACISE49704.2020.00033

Bibtex

@inbook{2bb93e8645004b5fa200e3bff33b8ce8,

title = "Case Study: Aspects of Fuzzy Controller Implementation in Embedded Systems",

abstract = "In the constant search for efficient industrial processes to guarantee high reliability, its environment has frequently witnessed more robust controllers to deal better with complex processes. In this context, this work presents the design of a Fuzzy Controller, embedded in an Arduino Mega microcontroller. This project uses a Resistor-Capacitor circuit and a Direct Current motor to validate the fuzzy controller effectiveness and compare it with other control techniques: classical PID controller. In addition, it was considered the storage capacity of routines in the Arduino board, regarding the dynamic memory according to the increase of new membership functions and rules. The fuzzy controller was embedded, where satisfactory results were obtained when compared to a PID controller, taking non-intrusive performance indices as validation parameters. ",

keywords = "Arduino Microcontroller, Embedded Systems, Fuzzy Controller, PID Controllers, Engineering",

author = "Muniz, {L. M.} and Carmo, {M. J.} and Santos, {M. F.} and {Santos Neto}, {A. F.} and P. Mercorelli",

year = "2020",

doi = "10.1109/MACISE49704.2020.00033",

language = "English",

isbn = "978-1-7281-6696-4",

pages = "155--158",

booktitle = "2nd International Conference on Mathematics and Computers in Science and Engineering (MACISE 2020)",

publisher = "IEEE - Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

note = "2nd International Conference on Mathematics and Computers in Science and Engineering - MACISE 2020, MACISE 2020 ; Conference date: 18-01-2020 Through 20-01-2020",

url = "https://10times.com/macise",

}

RIS

TY - CHAP

T1 - Case Study

T2 - 2nd International Conference on Mathematics and Computers in Science and Engineering - MACISE 2020

AU - Muniz, L. M.

AU - Carmo, M. J.

AU - Santos, M. F.

AU - Santos Neto, A. F.

AU - Mercorelli, P.

N1 - Conference code: 2

PY - 2020

Y1 - 2020

N2 - In the constant search for efficient industrial processes to guarantee high reliability, its environment has frequently witnessed more robust controllers to deal better with complex processes. In this context, this work presents the design of a Fuzzy Controller, embedded in an Arduino Mega microcontroller. This project uses a Resistor-Capacitor circuit and a Direct Current motor to validate the fuzzy controller effectiveness and compare it with other control techniques: classical PID controller. In addition, it was considered the storage capacity of routines in the Arduino board, regarding the dynamic memory according to the increase of new membership functions and rules. The fuzzy controller was embedded, where satisfactory results were obtained when compared to a PID controller, taking non-intrusive performance indices as validation parameters.

AB - In the constant search for efficient industrial processes to guarantee high reliability, its environment has frequently witnessed more robust controllers to deal better with complex processes. In this context, this work presents the design of a Fuzzy Controller, embedded in an Arduino Mega microcontroller. This project uses a Resistor-Capacitor circuit and a Direct Current motor to validate the fuzzy controller effectiveness and compare it with other control techniques: classical PID controller. In addition, it was considered the storage capacity of routines in the Arduino board, regarding the dynamic memory according to the increase of new membership functions and rules. The fuzzy controller was embedded, where satisfactory results were obtained when compared to a PID controller, taking non-intrusive performance indices as validation parameters.

KW - Arduino Microcontroller

KW - Embedded Systems

KW - Fuzzy Controller

KW - PID Controllers

KW - Engineering

UR - http://www.scopus.com/inward/record.url?scp=85092715759&partnerID=8YFLogxK

U2 - 10.1109/MACISE49704.2020.00033

DO - 10.1109/MACISE49704.2020.00033

M3 - Article in conference proceedings

AN - SCOPUS:85092715759

SN - 978-1-7281-6696-4

SP - 155

EP - 158

BT - 2nd International Conference on Mathematics and Computers in Science and Engineering (MACISE 2020)

PB - IEEE - Institute of Electrical and Electronics Engineers Inc.

CY - Piscataway

Y2 - 18 January 2020 through 20 January 2020

ER -

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