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 …

Jaya algorithm and applications: A comprehensive review

EH Houssein, AG Gad, YM Wazery - Metaheuristics and optimization in …, 2021 - Springer
All the population-based optimization algorithms are probabilistic algorithms and require
only a few control parameters including number of candidates, number of iterations, elite …

Self-tuning neural network PID with dynamic response control

O Rodríguez-Abreo, J Rodríguez-Reséndiz… - IEEE …, 2021 - ieeexplore.ieee.org
PID controllers are widely used and adaptable to various types of systems. However, for the
response to be adequate under different conditions, the PID gains must be adjusted. The …

Online load frequency control in wind integrated power systems using modified Jaya optimization

C Pradhan, CN Bhende - Engineering Applications of Artificial Intelligence, 2019 - Elsevier
The Jaya optimization algorithm is recognized as a simple and faster population-based
heuristic search algorithm. However, due to the absence of algorithm-specified parameter …

Design and development of a glass façade cleaning robot

RS Bisht, PM Pathak, SK Panigrahi - Mechanism and Machine Theory, 2022 - Elsevier
This paper presents a unique design concept, dynamic modeling, and control strategies for
efficient coverage path planning of a glass façade cleaning robot (GFCR). The robot design …

[HTML][HTML] Optimized PID controller based on beetle antennae search algorithm for electro-hydraulic position servo control system

Y Fan, J Shao, G Sun - Sensors, 2019 - mdpi.com
To improve the controllability of an electro-hydraulic position servo control system while
simultaneously enhancing the anti-jamming ability of a PID controller, a compound PID …

Parameters tuning of a quadrotor PID controllers by using nature-inspired algorithms

SEI Hasseni, L Abdou, HE Glida - Evolutionary Intelligence, 2021 - Springer
This paper aims to investigate the control of a quadrotor by PID controller. The mathematical
model is derived from Euler–Lagrange approach. Due to nonlinearities, coupling and under …

Artificial intelligence in manufacturing equipment, automation, and robots

G Chryssolouris, K Alexopoulos, Z Arkouli - A Perspective on Artificial …, 2023 - Springer
The machines that perform manufacturing processes are the embodiment of these
processes. This chapter discusses AI topics related to manufacturing equipment …

A multirobot target searching method based on bat algorithm in unknown environments

H Tang, W Sun, H Yu, A Lin, M Xue - Expert Systems with Applications, 2020 - Elsevier
Multirobot target searching in unknown environments is a currently trending topic of
discussion. In this paper, an improved bat algorithm (BA) for multirobot target searching in …

Make robots be bats: specializing robotic swarms to the Bat algorithm

P Suárez, A Iglesias, A Gálvez - Swarm and Evolutionary Computation, 2019 - Elsevier
Bat algorithm is a powerful nature-inspired swarm intelligence method proposed by Prof. **n-
She Yang in 2010, with remarkable applications in industrial and scientific domains …