The Use of Genetic Algorithm for PID Controller Auto-Tuning in ARM CORTEX M4 Platform

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Standard

The Use of Genetic Algorithm for PID Controller Auto-Tuning in ARM CORTEX M4 Platform. / Teixeira, Daniel Pinheiro; Do Carmo, Marlon Jose; Santos, Murillo Ferreira et al.
Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023. ed. / Daniel Drotos; Rabab Benotsmane; Attila Karoly Varga; Attila Trohak; Jozsef Vasarhelyi. Institute of Electrical and Electronics Engineers Inc., 2023. p. 331-336 (Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023).

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Harvard

Teixeira, DP, Do Carmo, MJ, Santos, MF & Mercorelli, P 2023, The Use of Genetic Algorithm for PID Controller Auto-Tuning in ARM CORTEX M4 Platform. in D Drotos, R Benotsmane, AK Varga, A Trohak & J Vasarhelyi (eds), Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023. Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023, Institute of Electrical and Electronics Engineers Inc., pp. 331-336, 24th International Carpathian Control Conference, Sinaia, Romania, 12.05.23. https://doi.org/10.1109/ICCC57093.2023.10178897

APA

Teixeira, D. P., Do Carmo, M. J., Santos, M. F., & Mercorelli, P. (2023). The Use of Genetic Algorithm for PID Controller Auto-Tuning in ARM CORTEX M4 Platform. In D. Drotos, R. Benotsmane, A. K. Varga, A. Trohak, & J. Vasarhelyi (Eds.), Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023 (pp. 331-336). (Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCC57093.2023.10178897

Vancouver

Teixeira DP, Do Carmo MJ, Santos MF, Mercorelli P. The Use of Genetic Algorithm for PID Controller Auto-Tuning in ARM CORTEX M4 Platform. In Drotos D, Benotsmane R, Varga AK, Trohak A, Vasarhelyi J, editors, Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 331-336. (Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023). doi: 10.1109/ICCC57093.2023.10178897

Bibtex

@inbook{43158c02ccaa441f9485997954e1c927,
title = "The Use of Genetic Algorithm for PID Controller Auto-Tuning in ARM CORTEX M4 Platform",
abstract = "It is known that the Proportional, Integral and Derivative (PID) controller is still the most used control device in the industry, due to its efficiency, ease of implementation and wide applicability. However, the controller tuning also presents some difficulties. Within this context, this work presents a practical implementation for PID controller auto-tuning using genetic algorithms embedded in the ARM Cortex microcontroller. The results showed efficient applicability for the controlled system.",
keywords = "Auto-Tuning, Genetic Algorithm, Metaheuristics, PID Controller, Engineering",
author = "Teixeira, {Daniel Pinheiro} and {Do Carmo}, {Marlon Jose} and Santos, {Murillo Ferreira} and Paolo Mercorelli",
note = "Funding Information: The authors thank CEFET-MG, DAAD, and the Leuphana University of L{\"u}neburg for their financial support. Publisher Copyright: {\textcopyright} 2023 IEEE.; 24th International Carpathian Control Conference, ICCC 2023 ; Conference date: 12-05-2023 Through 14-05-2023",
year = "2023",
month = jun,
day = "12",
doi = "10.1109/ICCC57093.2023.10178897",
language = "English",
isbn = "979-8-3503-1023-8",
series = "Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "331--336",
editor = "Daniel Drotos and Rabab Benotsmane and Varga, {Attila Karoly} and Attila Trohak and Jozsef Vasarhelyi",
booktitle = "Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023",
address = "United States",

}

RIS

TY - CHAP

T1 - The Use of Genetic Algorithm for PID Controller Auto-Tuning in ARM CORTEX M4 Platform

AU - Teixeira, Daniel Pinheiro

AU - Do Carmo, Marlon Jose

AU - Santos, Murillo Ferreira

AU - Mercorelli, Paolo

N1 - Conference code: 24

PY - 2023/6/12

Y1 - 2023/6/12

N2 - It is known that the Proportional, Integral and Derivative (PID) controller is still the most used control device in the industry, due to its efficiency, ease of implementation and wide applicability. However, the controller tuning also presents some difficulties. Within this context, this work presents a practical implementation for PID controller auto-tuning using genetic algorithms embedded in the ARM Cortex microcontroller. The results showed efficient applicability for the controlled system.

AB - It is known that the Proportional, Integral and Derivative (PID) controller is still the most used control device in the industry, due to its efficiency, ease of implementation and wide applicability. However, the controller tuning also presents some difficulties. Within this context, this work presents a practical implementation for PID controller auto-tuning using genetic algorithms embedded in the ARM Cortex microcontroller. The results showed efficient applicability for the controlled system.

KW - Auto-Tuning

KW - Genetic Algorithm

KW - Metaheuristics

KW - PID Controller

KW - Engineering

UR - http://www.scopus.com/inward/record.url?scp=85166465873&partnerID=8YFLogxK

UR - https://www.mendeley.com/catalogue/c95aec51-148b-33cd-b451-a1309b7b1809/

U2 - 10.1109/ICCC57093.2023.10178897

DO - 10.1109/ICCC57093.2023.10178897

M3 - Article in conference proceedings

AN - SCOPUS:85166465873

SN - 979-8-3503-1023-8

T3 - Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023

SP - 331

EP - 336

BT - Proceedings of the 2023 24th International Carpathian Control Conference, ICCC 2023

A2 - Drotos, Daniel

A2 - Benotsmane, Rabab

A2 - Varga, Attila Karoly

A2 - Trohak, Attila

A2 - Vasarhelyi, Jozsef

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 24th International Carpathian Control Conference

Y2 - 12 May 2023 through 14 May 2023

ER -

Recently viewed

Publications

  1. Derivative approximation using a discrete dynamic system
  2. A Cross-Classified CFA-MTMM Model for Structurally Different and Nonindependent Interchangeable Methods
  3. Conceptualizing Role Development in Agile Transformations
  4. Early Detection of Faillure in Conveyor Chain Systems by Wireless Sensor Node
  5. A Wavelet Packet Algorithm for Online Detection of Pantograph Vibrations
  6. Accounting and Modeling as Design Metaphors for CEMIS
  7. Using Fuzzy PD Controllers for Soft Motions in a Car-like Robot
  8. Correlation of Microstructure and Local Mechanical Properties Along Build Direction for Multi-layer Friction Surfacing of Aluminum Alloys
  9. The Replication Database: Documenting the Replicability of Psychological Science
  10. A Playful Approach to Interactive Media in the Foreign Language Classroom
  11. Introduction
  12. How generative drawing affects the learning process
  13. Key Element No. 2: Applying Diagnostic Forms of Assessment
  14. Comparative study on the dehydrogenation properties of TiCl4-doped LiAlH4 using different doping techniques
  15. The role of learning strategies for performance in mathematics courses for engineers
  16. Neural correlates of own name and own face processing in neurotypical adults scoring low versus high on symptomatology of autism spectrum disorder
  17. Consequences of extreme weather events for developing countries based on the example of Mongolia
  18. Socio-technical instruments in the field of Integrated Water Resources Management
  19. Modeling High Aswan Dam Reservoir Morphology Using Remote Sensing to Reduce Evaporation
  20. Working memory capacity and narrative task performance
  21. Self-perception of the internal audit function within the corporate governance system - Empirical evidence for the European Union
  22. Patching Meaningfulness:
  23. An isomorphism between polynomial eigenfunctions of the transfer operator and the Eichler cohomology for modular groups
  24. The persistence of subsistence and the limits to development studies
  25. Use of design methods, team leaders' goal orientation, and team effectiveness: A follow-up study in software development projects
  26. E-stability and stability of adaptive learning in models with private information
  27. Question answering over linked data
  28. EMA Links with Management Systems and Other Stakeholders
  29. Model Based Logistic Monitoring of Assembly Areas
  30. Blueprint of a smokescreen
  31. An Integrated Case Study of the Concepts and Applications of SAP ERP HCM