A reinforcement learning based artificial bee colony algorithm with application in robot path planning

Y Cui, W Hu, A Rahmani - Expert Systems with Applications, 2022 - Elsevier
Artificial bee colony (ABC) algorithm is a popular optimization algorithm with excellent
exploration ability and various applications. Nevertheless, its effectiveness is limited by the …

[HTML][HTML] Optimal scheduling for palletizing task using robotic arm and artificial bee colony algorithm

R Szczepanski, K Erwinski, M Tejer, A Bereit… - … Applications of Artificial …, 2022 - Elsevier
Palletizing using robotic arms is a common aspect of industrial robotization. Due to its
efficiency, the robotic arm is often able to handle more then one production line. In such a …

A comparative study and optimization of switching functions for sliding-mode observer in sensorless control of pmsm

K Kyslan, V Petro, P Bober, V Šlapák, F Ďurovský… - Energies, 2022 - mdpi.com
The sensorless control of the permanent magnet synchronous motor (PMSM) has attracted
wide attention due to its high reliability, economic and safety benefits. A fast and high …

Auto-tuning process of state feedback speed controller applied for two-mass system

R Szczepanski, M Kaminski, T Tarczewski - Energies, 2020 - mdpi.com
The state feedback controller is increasingly applied in electrical drive systems due to
robustness and good disturbance compensation, however its main drawback is related to …

[HTML][HTML] Simulation-based optimization approaches for dealing with dual-command crane scheduling problem in unit-load double-deep AS/RS considering energy …

HP Hsu, CN Wang, TT Dang - Mathematics, 2022 - mdpi.com
Automated storage/retrieval systems (AS/RS) have been increasingly used to support
operations in manufacturing firms, warehouses, and distribution centers. Usually, AS/RSs …

Identification of mechanical parameters in servo-drive system

R Szczepanski, T Tarczewski… - 2021 IEEE 19th …, 2021 - ieeexplore.ieee.org
In this paper, a novel application of Artificial Bee Colony (ABC) algorithm to identification of
mechanical parameters in servo-drive system is presented. The accurate identification of …

Artificial bee colony algorithm-based design of discrete-time stable unknown input estimator

T Satoh, S Nishizawa, J Nagase, N Saito, N Saga - Information Sciences, 2023 - Elsevier
This paper addresses the design problem of the discrete-time stable unknown input
estimator (UIE) based on parameter optimization using the artificial bee colony (ABC) …

Electric Drive with an Adaptive Controller and Wireless Communication System

M Malarczyk, M Zychlewicz, R Stanislawski… - Future Internet, 2023 - mdpi.com
In this paper, the problem of the remote control of electric drives with a complex mechanical
structure is discussed. Oscillations of state variables and control precision are the main …

[HTML][HTML] Optimal Path Planning Algorithm with Built-In Velocity Profiling for Collaborative Robot

R Szczepanski, K Erwinski, M Tejer… - Sensors (Basel …, 2024 - pmc.ncbi.nlm.nih.gov
This paper proposes a method for solving the path planning problem for a collaborative
robot. The time-optimal, smooth, collision-free B-spline path is obtained by the application of …

[PDF][PDF] Artificial bee colony based state feedback position controller for PMSM servo-drive–the efficiency analysis

T Tarczewski, LJ Niewiara… - Bulletin of the Polish …, 2020 - bibliotekanauki.pl
This paper presents a state feedback controller (SFC) for position control of PMSM servo-
drive. Firstly, a short review of the commonly used swarm-based optimization algorithms for …