Application of modified seagull optimization algorithm with archives in urban water distribution networks: Dealing with the consequences of sudden pollution load DOI Creative Commons
Qichun Wang, Mingxiang Zhang,

Sama Abdolhosseinzadeh

et al.

Heliyon, Journal Year: 2024, Volume and Issue: 10(3), P. e24920 - e24920

Published: Jan. 22, 2024

This study focuses on the optimization of consequence management actions in urban water distribution network. The EPANET simulation model is employed combination with multi-objective modified seagull algorithm (MOMSOA) based archives for a more efficient process. Two objective functions are developed: minimizing reactive activities (cost reduction) and consumed pollution mass. utilization shut-off valves hydrants isolating network discharging explored. Without management, 84.5 kg consumed. With 18 activities, consumption was reduced to 59.8 kg. Also, compare proposed method other algorithms, interaction curve between amount pollutant mass obtained using methods, including MOSOA, NSGA-II, MOPSO, MOSMA. According curve, performed better reducing pollution. Extracting optimal MOMSOA maximum takes about 80 min. archive technique significantly shortens this time real-time management. approach demonstrates that increasing population decreases extraction curves objectives by up 60 %. A small capacity slightly increases required extract due searching similar solutions. However, utilizing enables

Language: Английский

Weighted mean of vectors optimization algorithm and its application in designing the power system stabilizer DOI
Václav Snåšel, Rizk M. Rizk‐Allah, Davut İzci

et al.

Applied Soft Computing, Journal Year: 2023, Volume and Issue: 136, P. 110085 - 110085

Published: Feb. 4, 2023

Language: Английский

Citations

47
Comparative analysis of the hybrid gazelle‐Nelder–Mead algorithm for parameter extraction and optimization of solar photovoltaic systems DOI Creative Commons
Serdar Ekinci, Davut İzci, Abdelazim G. Hussien

et al.

IET Renewable Power Generation, Journal Year: 2024, Volume and Issue: 18(6), P. 959 - 978

Published: Feb. 20, 2024

Abstract The pressing need for sustainable energy solutions has driven significant research in optimizing solar photovoltaic (PV) systems which is crucial maximizing conversion efficiency. Here, a novel hybrid gazelle‐Nelder–Mead (GOANM) algorithm proposed and evaluated. GOANM synergistically integrates the gazelle optimization (GOA) with Nelder–Mead (NM) algorithm, offering an efficient powerful approach parameter extraction PV models. This investigation involves thorough assessment of algorithm's performance across diverse benchmark functions, including unimodal, multimodal, fixed‐dimensional CEC2020 functions. Notably, consistently outperforms other approaches, demonstrating enhanced convergence speed, accuracy, reliability. Furthermore, application extended to single diode double models RTC France cell model Photowatt‐PWP201 module. experimental results demonstrate that approaches terms accurate estimation, low root mean square values, fast convergence, alignment data. These emphasize its role achieving superior efficiency renewable systems.

Language: Английский

Citations

24
A Critical Review on DC Microgrids Voltage Control and Power Management DOI Creative Commons
Fahad Saleh Al–Ismail

IEEE Access, Journal Year: 2024, Volume and Issue: 12, P. 30345 - 30361

Published: Jan. 1, 2024

Direct current (DC) microgrids are becoming increasingly important due to a number of causes, including the widespread use DC loads, integration solar photovoltaic (PV) and energy storage devices (ESDs), absence frequency reactive power control issues. The bus voltage, management, effective split among ESDs, state charge (SoC) restorations in microgrid. However, voltage management difficult since connect several distributed generators (DGs), utility grids, ESDs using electronic converters. It is imperative properly manage sources loads order maintain stability reliability microgrids. can be controlled by employing centralized, decentralized, distributed, multi-level, hierarchical systems ensure safe secure operation. Besides, advanced techniques, such as nonlinear, robust, model predictive, artificial intelligence, many others, employed. This article critically reviews two main aspects microgrids: management. challenges opportunities for discussed. benefits drawbacks various methods have been thoroughly documented, making this great resource industry professionals academics alike. Technical issues related grid-connected islanded Key research gaps identified, which could filled cutting-edge technologies. Readers will benefit from review learning about need further research.

Language: Английский

Citations

20
Optimizing PID Control for Automatic Voltage Regulators Using ADIWACO PSO DOI Creative Commons
Yaw Opoku Mensah Sekyere,

Priscilla Oyeladun Ajiboye,

Francis Boafo Effah

et al.

Scientific African, Journal Year: 2025, Volume and Issue: unknown, P. e02562 - e02562

Published: Jan. 1, 2025

Language: Английский

Citations

2
Performance analysis of hybrid optimization approach for UAV path planning control using FOPID-TID controller and HAOAROA algorithm DOI Creative Commons
Noorulden Basil,

Abdullah Fadhil Mohammed,

Bayan Mahdi Sabbar

et al.

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: Feb. 9, 2025

In this study, we present a comparative analysis of various trajectory optimization algorithms for Unmanned Aerial Vehicles (UAVs) navigating complex environments. The performance the proposed FOPID-TID based HAOAROA (Hybrid Archimedes Optimization Algorithm-Rider Algorithm) is evaluated against traditional methods such as A*, JPS, Bezier, and L-BSGF algorithms. approach integrates advantages fractional-order control with hybrid techniques to improve UAV planning. Simulation results indicate that method carries significantly better than respect length, smoothness, overall stability. Remarkably, yields 10% reduced length smoother while also being more computationally efficient. By using parameters, dynamic response becomes in challenging This shows disturbance rejection precision are much superior original two subroutines. applications presented study allow future growth system improvements provide proof concept improving UAVs dynamic,

Language: Английский

Citations

2
Effective PID controller design using a novel hybrid algorithm for high order systems DOI Creative Commons
Davut İzci, Serdar Ekinci, Abdelazim G. Hussien

et al.

PLoS ONE, Journal Year: 2023, Volume and Issue: 18(5), P. e0286060 - e0286060

Published: May 26, 2023

This paper discusses the merging of two optimization algorithms, atom search and particle swarm optimization, to create a hybrid algorithm called (h-ASPSO). Atom is an inspired by movement atoms in nature, which employs interaction forces neighbor guide each population. On other hand, intelligence that uses population particles for optimal solution through social learning process. The proposed aims reach exploration-exploitation balance improve efficiency. efficacy h-ASPSO has been demonstrated improving time-domain performance high-order real-world engineering problems: design proportional-integral-derivative controller automatic voltage regulator doubly fed induction generator-based wind turbine systems. results show outperformed original terms convergence speed quality can provide more promising different systems without significantly increasing computational cost. promise method further using available competitive methods are utilized

Language: Английский

Citations

41
An intelligent tuning scheme with a master/slave approach for efficient control of the automatic voltage regulator DOI
Davut İzci, Serdar Ekinci, Seyedali Mirjalili

et al.

Neural Computing and Applications, Journal Year: 2023, Volume and Issue: 35(26), P. 19099 - 19115

Published: June 18, 2023

Language: Английский

Citations

32
Reptile Search Algorithm: Theory, Variants, Applications, and Performance Evaluation DOI
Buddhadev Sasmal, Abdelazim G. Hussien, Arunita Das

et al.

Archives of Computational Methods in Engineering, Journal Year: 2023, Volume and Issue: 31(1), P. 521 - 549

Published: Aug. 26, 2023

Language: Английский

Citations

28
A novel control scheme for automatic voltage regulator using novel modified artificial rabbits optimizer DOI Creative Commons
Davut İzci, Rizk M. Rizk‐Allah, Václav Snåšel

et al.

e-Prime - Advances in Electrical Engineering Electronics and Energy, Journal Year: 2023, Volume and Issue: 6, P. 100325 - 100325

Published: Oct. 16, 2023

Automatic voltage regulators (AVRs) are essential components in electrical systems to maintain stable output, ensuring optimal performance and equipment protection. The effectiveness of AVRs rely on key parameters such as regulation, response time, stability, efficiency. Integrating controllers with offers centralized monitoring enhancing output This study therefore first discusses various controller types which showcase distinctive capabilities based their tuning strategies then introduces an intelligent optimization approach using fractional-order proportional-integral-derivative double derivative (FOPIDD2) tailored for AVRs. adopts the artificial rabbits (ARO) algorithm, fortified adaptive local search (ALS) mechanism experience-based perturbed learning (EPL) strategy. modified version (m-ARO) enhances solution diversity navigational efficacy, resulting improved quality. study's core objective is demonstrate superior m-ARO-based FOPIDD2 addressing multifaceted challenges AVR control, outperforming conventional techniques speed response, robustness, To validate method's a comparative analysis conducted existing different algorithms. Results indicate that proposed achieves metrics, demonstrating its capability. also includes wider perspective by considering nineteen controllers, reported literature, comprehensive comparison. Notably, method exhibits best further affirming effectiveness.

Language: Английский

Citations

26
Achieving improved stability for automatic voltage regulation with fractional-order PID plus double-derivative controller and mountain gazelle optimizer DOI
Davut İzci, Laith Abualigah, Özay Can

et al.

International Journal of Dynamics and Control, Journal Year: 2024, Volume and Issue: 12(7), P. 2550 - 2565

Published: Feb. 1, 2024

Language: Английский

Citations

15