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

SB Joseph, EG Dada, A Abidemi, DO Oyewola… - Heliyon, 2022 - cell.com
… been employed for tuning. This work accords a thorough review of state-of-the-art and
classical strategies for PID controller parameters tuning using metaheuristic algorithms. Methods …

PID controller tuning parameters using meta-heuristics algorithms: comparative analysis

M Issa, AA Elbaset, AE Hassanien, I Ziedan - Machine learning paradigms …, 2019 - Springer
algorithm are used to tune the parameters of PID controller … basics of PID controller while the
optimization algorithms are … tune parameters of PID controller using Meta-heuristics. Section …

PID controller tuning based on metaheuristic algorithms for bioprocess control

O Roeva, T Slavov - Biotechnology & Biotechnological Equipment, 2012 - Taylor & Francis
… this paper focuses on an optimal tuning of PiD controllers using metaheuristics such as
GA, SA and tS. the controller was used to control the feed rate and maintain the glucose …

Novel metaheuristic-based tuning of PID controllers for seismic structures and verification of robustness

S Ulusoy, SM Nigdeli, G Bekdaş - Journal of Building Engineering, 2021 - Elsevier
… different metaheuristic algorithms are separately employed in the optimum tuning of PID … In
the present paper, a metaheuristic tuned PID controller is proposed for seismic structures. The …

[PDF][PDF] Optimization of pid controller with metaheuristic algorithms for dc motor drives

S Oladipo, Y Sun, Z Wang - Int. Rev. Electr. Eng, 2020 - academia.edu
… of the PID controller, however, this work focuses on the optimization of the PID controller in
… of metaheuristic algorithms. Ghosal et al. [40] conducted a review on the optimization of the …

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

A Abushawish, M Hamadeh, A Nassif - Int. J. Comput, 2020 - researchgate.net
… of applying different metaheuristic algorithms to optimize the tuning of the proportional–integral–derivative
controller (PID controller), and to find the most efficient algorithm. Based on …

PID-based search algorithm: a novel metaheuristic algorithm based on PID algorithm

Y Gao - Expert Systems With Applications, 2023 - Elsevier
algorithm proposed inspired by the PID algorithm. Therefore, this paper attempts to … a
metaheuristic algorithm based on incremental PID control, called PID-based search algorithm (PSA)…

Optimal tuning of PID controller using meta heuristic algorithms

S Pareek, M Kishnani, R Gupta - … International Conference on …, 2014 - ieeexplore.ieee.org
… of PID controller used for tuning the system and the results produced by ABC algorithm are
… Swarm intelligence algorithm promotes to develop modern meta-heuristics which can utilize …

Optimization of pid controller to stabilize quadcopter movements using meta-heuristic search algorithms

A Sheta, M Braik, DR Maddi, A Mahdy, S Aljahdali… - Applied Sciences, 2021 - mdpi.com
… comparison of alternative meta-heuristic algorithms to control the PID of a quadcopter. Further
… method based on meta-heuristics to tune the parameters of the PID controller for different …

Optimization tools based on metaheuristics for performance enhancement in a Gaussian adaptive PID controller

EDP Puchta, HV Siqueira… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
… bio-inspired metaheuristics—genetic algorithms (GAs) and particle swarm optimization (PSO)—to
adjust the free coefficients of a Gaussian adaptive proportional–integral–derivative (…