A novel SVM-kNN-PSO ensemble method for intrusion detection system
AA Aburomman, MBI Reaz - Applied Soft Computing, 2016 - Elsevier
In machine learning, a combination of classifiers, known as an ensemble classifier, often
outperforms individual ones. While many ensemble approaches exist, it remains, however, a …
outperforms individual ones. While many ensemble approaches exist, it remains, however, a …
[HTML][HTML] Whale optimization algorithm to tune PID and PIDA controllers on AVR system
Power system stability is improved through using Automatic Voltage Regulator (AVR) to
adjust the terminal voltage of synchronous generator. Proportional-Integral-Derivative (PID) …
adjust the terminal voltage of synchronous generator. Proportional-Integral-Derivative (PID) …
Simplifying particle swarm optimization
MEH Pedersen, AJ Chipperfield - Applied Soft Computing, 2010 - Elsevier
The general purpose optimization method known as Particle Swarm Optimization (PSO) has
received much attention in past years, with many attempts to find the variant that performs …
received much attention in past years, with many attempts to find the variant that performs …
Comparative study of AVR control systems considering a novel optimized PID-based model reference fractional adaptive controller
Voltage regulation is a crucial task for electrical grids in the presence of high penetration
levels of renewable energies. The regulation of generator excitation improves the stability of …
levels of renewable energies. The regulation of generator excitation improves the stability of …
Comparative performance analysis of AVR controllers using modern optimization techniques
Automatic voltage regulator (AVR) system is an important device to regulate synchronous
generator output voltage. Controllers are used to provide better stability and faster response …
generator output voltage. Controllers are used to provide better stability and faster response …
Towards effective network intrusion detection: A hybrid model integrating gini index and GBDT with PSO
L Li, Y Yu, S Bai, J Cheng, X Chen - Journal of Sensors, 2018 - Wiley Online Library
In order to protect computing systems from malicious attacks, network intrusion detection
systems have become an important part in the security infrastructure. Recently, hybrid …
systems have become an important part in the security infrastructure. Recently, hybrid …
Parameter meta-optimization of metaheuristic optimization algorithms
C Neumüller, S Wagner, G Kronberger… - … Aided Systems Theory …, 2012 - Springer
The quality of a heuristic optimization algorithm is strongly dependent on its parameter
values. Finding the optimal parameter values is a laborious task which requires expertise …
values. Finding the optimal parameter values is a laborious task which requires expertise …
[HTML][HTML] Power system frequency control enhancement by optimization of wind energy control system
MH Soliman, HEA Talaat, MA Attia - Ain Shams Engineering Journal, 2021 - Elsevier
Future trends are increasingly directed towards replacing traditional energy sources by new
and renewable energy ones, with Wind Energy coming first in the row of these sources …
and renewable energy ones, with Wind Energy coming first in the row of these sources …
[PDF][PDF] Optimization Techniques to tune the PID and PIDA Controllers for AVR Performance Enhancement
AM Mosaad - Optimization (TLBO), 2017 - researchgate.net
This paper presents three types of optimization techniques; Teaching Learned Based
Optimization (TLBO), Harmony Search Algorithm (HSA) and Local Unimodal Sampling …
Optimization (TLBO), Harmony Search Algorithm (HSA) and Local Unimodal Sampling …
Performance Enhancement of Interfacing Controllers for Grid Connected Wind Turbine
The annual growth of grid connected wind turbines raises various challenges in power grids.
Improving the control of wind turbines (WT) has a very important mission in ensuring their …
Improving the control of wind turbines (WT) has a very important mission in ensuring their …