A novel modified hybrid PSOGSA based on fuzzy logic for non-convex economic dispatch problem with valve-point effect

S Duman, N Yorukeren, IH Altas - … Journal of Electrical Power & Energy …, 2015 - Elsevier
Abstract Gravitational Search Algorithm (GSA) is a novel stochastic optimization method
inspired by the law of gravity and interaction between masses. This paper proposes a novel …

Machine learning and fuzzy logic in electronics: Applying intelligence in practice

M Ivanova, P Petkova, N Petkov - Electronics, 2021 - mdpi.com
The paper presents an analysis and summary of the current research state concerning the
application of machine learning and fuzzy logic for solving problems in electronics. The …

Enhanced speed control of a DC servo system using PI+ DF controller tuned by stochastic fractal search technique

E Çelik, H Gör - Journal of the Franklin Institute, 2019 - Elsevier
Abstract Since Proportional+ Integral+ Derivative (PID) controller is still the workhorse in
taking over the workload of process control systems, this article introduces a new design …

First application of symbiotic organisms search algorithm to off-line optimization of PI parameters for DSP-based DC motor drives

E Celik, N Öztürk - Neural Computing and Applications, 2018 - Springer
To enhance the performance and dynamics of a direct current (DC) motor drive, this paper
proposes a new alternative based on recently introduced powerful symbiotic organisms …

Design and implementation of an energy management system with event-triggered distributed secondary control in DC microgrids

A Calpbinici, E Irmak, E Kabalcı - Energies, 2024 - mdpi.com
In this paper, an event-triggered distributed secondary control, along with an energy
management algorithm, was developed to ensure the voltage stability and power …

[PDF][PDF] Simplified model and genetic algorithm based simulated annealing approach for excitation current estimation of synchronous motor

O Kaplan, E Celik - Adv Electr Comput Eng, 2018 - academia.edu
Reactive power demanded by many loads besides active power is one of the important
issue in terms of the efficient use of energy. The optimal solution of reactive power demand …

An adaptive PI controller schema based on fuzzy logic controller for speed control of permanent magnet synchronous motors

E Çelik, A Dalcali, N Öztürk… - … conference on power …, 2013 - ieeexplore.ieee.org
In speed control systems, which is desirable is that the speed of a controlled object should
track the reference speed as fast as possible and at the same time should provide good …

Implementation of genetic algorithm in control structure of induction motor AC drive

P Brandstetter, M Dobrovsky, M Kuchar - Advances in Electrical and …, 2014 - go.gale.com
Modern concepts of control systems with digital signal processors allow the implementation
of time-consuming control algorithms in real-time, for example soft computing methods. The …

Estimation of parameters and tuning of a speed PI of permanent magnet DC motor using differential evolution

MC Bosco, JJ Guedes, MF Castoldi… - … Machines and Drives …, 2017 - ieeexplore.ieee.org
In this work, a system of parameter estimation and tuning of a speed PI controller of a
permanent magnet DC motor using differential evolution is presented. Initially the algorithm …

PID speed controller optimization using online genetic algorithm for induction motor drive

TC Tran, P Brandstetter, VH Duy, HH Vo… - AETA 2016: Recent …, 2017 - Springer
The paper deals with an application of the genetic algorithm for parameter settings of a
speed controller in the control structure of the AC drive with the vector controlled induction …