Metaheuristic algorithms for PID controller parameters tuning: Review, approaches and open problems

SB Joseph, EG Dada, A Abidemi, DO Oyewola… - Heliyon, 2022 - cell.com
The simplicity, transparency, reliability, high efficiency and robust nature of PID controllers
are some of the reasons for their high popularity and acceptance for control in process …

Tuning of digital PID controllers using particle swarm optimization algorithm for a CAN-based DC motor subject to stochastic delays

Z Qi, Q Shi, H Zhang - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
In this article, we investigate the tuning problem of digital proportional-integral-derivative
(PID) parameters for a dc motor controlled via the controller area network (CAN). First, the …

[HTML][HTML] An ANN-PSO approach for mixed convection flow in an inclined tube with ciliary motion of Jeffrey six constant fluid

MN Aslam, A Shaheen, A Riaz, S Alshaikey… - Case Studies in Thermal …, 2023 - Elsevier
This study examines how boundary conditions affect the modeling of mixed convection flow
in an inclined tube for ciliary motion of a non-Newtonian fluid. Understanding mixed …

[HTML][HTML] Multi-objective optimization of PI controller for BLDC motor speed control and energy saving in Electric Vehicles: A constrained swarm-based approach

SSA Naqvi, H Jamil, N Iqbal, S Khan, DI Lee, YC Park… - Energy Reports, 2024 - Elsevier
Abstract Proportional Integral Derivative (PID) controllers are widely employed in industrial
applications due to their effectiveness, simplicity, and versatility. Within the automotive …

A PID-type fuzzy logic controller-based approach for motion control applications

JR García-Martínez, EE Cruz-Miguel… - Sensors, 2020 - mdpi.com
Motion control is widely used in industrial applications since machinery, robots, conveyor
bands use smooth movements in order to reach a desired position decreasing the steady …

Fuzzy logic and genetic-based algorithm for a servo control system

H Torres-Salinas, J Rodríguez-Reséndiz… - Micromachines, 2022 - mdpi.com
Performing control is necessary for processes where a variable needs to be regulated. Even
though conventional techniques are widely preferred for their implementation, they present …

Design and realization of stand-alone digital fractional order PID controller for Buck converter fed DC motor

S Khubalkar, A Chopade, A Junghare, M Aware… - Circuits, Systems, and …, 2016 - Springer
The aim of paper is to employ digital fractional order proportional integral derivative (FO-
PID) controller for speed control of buck converter fed DC motor. Optimal pole-zero …

Tuning of PID controller based on fruit fly optimization algorithm

J Han, P Wang, X Yang - 2012 IEEE International Conference …, 2012 - ieeexplore.ieee.org
The Proportional-Integral-Derivative (PID) controllers are one of the most popular controllers
used in industry because of their remarkable effectiveness, simplicity of implementation and …

Investigation of non-linear MHD Jeffery–Hamel blood flow model using a hybrid metaheuristic approach

IU Rahman, M Sulaiman, FK Alarfaj, P Kumam… - IEEE …, 2021 - ieeexplore.ieee.org
In this paper, a hybrid metaheuristic of Particle Swarm Optimization (PSO) and the Interior
Point Algorithm (IPA) is used to analyze and find better solutions to the nonlinear magneto …

[PDF][PDF] PID controller gains tuning using metaheuristic optimization methods: a survey

A Abushawish, M Hamadeh, A Nassif - Int. J. Comput, 2020 - researchgate.net
In nowadays industry, most processes are controlled and automated. Interestingly, PID
controllers are major contributors to the control process since they were invented and …