Battery Monitoring System and SOC Enhancement Analysis Using Artificial Intelligence Techniques DOI

K. Mohana Sundaram,

B. Kavya Santhoshi,

V. S. Chandrika

et al.

Advances in computer and electrical engineering book series, Journal Year: 2023, Volume and Issue: unknown, P. 30 - 55

Published: Feb. 10, 2023

A battery energy storage system (BESS) is generally used for storing the excess power produced from solar PV panel and supplying stored electrical whenever it needed. The accurate estimation of state charge (SOC) considered to be very essential proper management reliable operation battery. SOC monitoring BESS based on probabilistic neural network (PNN) approach proposed. output voltage enhanced made distortion free by single ended primary inductance converter (SEPIC) with assistance PNN controller. thus obtained many DC applications. performance proposed model evaluated using MATLAB simulation.

Language: Английский

A new control scheme for temperature adjustment of electric furnaces using a novel modified electric eel foraging optimizer DOI Creative Commons
Sarah A. Alzakari, Davut İzci, Serdar Ekinci

et al.

AIMS Mathematics, Journal Year: 2024, Volume and Issue: 9(5), P. 13410 - 13438

Published: Jan. 1, 2024

<abstract> <p>In this study, we present a comprehensive framework for enhancing the temperature control of electric furnaces, integrating three novel components: proportional-integral-derivative controller with filter (PID-F), customized objective function, and modified eel foraging optimization (mEEFO) algorithm. The PID-F controller, introduced first time in literature leverages coefficient to effectively mitigate kick effect, improving transient frequency responses. To further optimize employed mEEFO, recently proposed metaheuristic inspired by social predation behaviors eels, tailored modifications furnace control. study also introduces new based on modification integral absolute error (IAE) performance index. was evaluated through extensive comparisons established algorithms, including statistical analysis, Wilcoxon signed-rank test, domain analyses. Comparative assessments reported methods, such as genetic algorithms Ziegler–Nichols-based PID controllers, validated efficacy approach, highlighting its transformative impact regulation. non-ideal conditions measurement noise, external disturbance, saturation at output were order demonstrate superior approach from wider perspective. Furthermore, robustness against variations system parameters demonstrated.</p> </abstract>

Language: Английский

Citations

10

A review of the latest research on the topological structure and control strategies of on-board charging systems for electric vehicles DOI
Kai Zhou, Huayu Yang, Yuxin Zhang

et al.

Journal of Energy Storage, Journal Year: 2024, Volume and Issue: 97, P. 112820 - 112820

Published: July 11, 2024

Language: Английский

Citations

6

Optimizing Three-Tank Liquid Level Control: Insights from Prairie Dog Optimization DOI Creative Commons
Davut İzci, Serdar Ekinci

International Journal of Robotics and Control Systems, Journal Year: 2023, Volume and Issue: 3(3), P. 599 - 608

Published: Aug. 20, 2023

The management of chemical process liquid levels poses a significant challenge in industrial control, affecting the efficiency and stability various sectors such as food processing, nuclear power generation, pharmaceutical industries. While Proportional-Integral-Derivative (PID) control is widely-used technique for maintaining tanks, its efficacy optimizing complex nonlinear systems has limitations. To overcome this, researchers are exploring potential metaheuristic algorithms, which offer robust optimization capabilities. This study introduces novel approach to level using Prairie Dog Optimization (PDO) algorithm, algorithm inspired by prairie dog behavior. primary objective design implement PID-controlled three-tank system that leverages PDO regulate effectively, ensuring enhanced performance. performance proposed evaluated ZLG criterion, time domain metric-based function quantifies system's desired levels. Several analysis techniques employed understand behavior system. Convergence curve assesses PDO-controlled convergence characteristics, providing insights into stability. Statistical determines algorithm's reliability robustness across multiple runs. Stability from both frequency response perspectives further validates A comprehensive comparison with state-of-the-art including AOA-HHO, CMA-ES, PSO, ALC-PSODE, conducted benchmark PDO. results highlight PDO's superior convergence, stability, capabilities, establishing real-world applications. research findings underscore PID applications systems. By outperforming demonstrates value scenarios, contributing advancement metaheuristic-based optimization. opens avenues engineers practitioners harness advanced solutions, thereby enhancing processes automation.

Language: Английский

Citations

12

Nonlinear controller design for automotive engine speed regulation utilizing electric eel foraging optimization DOI
Serdar Ekinci

International Journal of Dynamics and Control, Journal Year: 2025, Volume and Issue: 13(2)

Published: Feb. 1, 2025

Language: Английский

Citations

0

A 6h ± 1 Repetitive Scheme for the Three-Phase CHB Seven-Level Converter Used in an APF Application DOI
A. Fernández, G. Escobar, Glendy A. Catzin-Contreras

et al.

IEEE Journal of Emerging and Selected Topics in Power Electronics, Journal Year: 2024, Volume and Issue: 12(2), P. 1641 - 1653

Published: Jan. 4, 2024

This work proposes a controller for three-phase cascade H-bridge seven-level converter used in shunt active power filter (SAPF) application which includes repetitive scheme the compensation of harmonics 6h ± 1. A model description terms more appropriate variables facilitates control design process as it can be split into three independent loops, namely an inner current tracking loop, and outer voltage regulation balance loops. As first approach, loop bank resonator harmonic distortion compensator (HDC), is later replaced by with aim to reduce computational effort. However, required delay implement lines turns out function fundamental frequency, real applications may exhibit gradual variations. entails implementation issue referred variable fractional (VFD), compensated incorporating Farrow structure. The performance proposed has been tested SAPF based on prototype.

Language: Английский

Citations

3

Optimization of the photovoltaic systems on the North Cameroon interconnected electrical grid DOI

Kitmo,

Guy Bertrand Tchaya, Noël Djongyang

et al.

International journal of energy and environmental engineering, Journal Year: 2021, Volume and Issue: 13(1), P. 305 - 317

Published: Oct. 18, 2021

Language: Английский

Citations

16

An Adaptive Virtual Impedance Method for Grid-Connected Current Quality Improvement of a Single-Phase Virtual Synchronous Generator under Distorted Grid Voltage DOI Creative Commons

Caomao Zhong,

Zhi Zhang,

Anan Zhu

et al.

Sensors, Journal Year: 2023, Volume and Issue: 23(15), P. 6857 - 6857

Published: Aug. 1, 2023

The proportion of distributed generation systems in power grids is increasing, leading to the gradual emergence weak grid characteristics. Moreover, using voltage-sourced grid-connected inverters can enhance stability a grid. However, due presence background harmonics grids, voltage cause significant distortions current, which adversely affects quality current. This paper begins by briefly introducing principle virtual synchronous generator (VSG). Then, output current source inverter analyzed elucidate mechanism harmonic generation. Considering distortion caused voltage, suppression strategy based on an adaptive resistor proposed. proposed employs signal separation module multiple second-order generalized integrators connected through cross-feedback network. effectively separates fundamental and currents from extracts amplitudes coordinate transformation, adaptively adjusts resistance magnitude negative feedback control content (the ratio amplitude amplitude). These measures are used Additionally, system root locus open-loop transfer function. Finally, effectiveness method validated combination MATLAB/Simulink simulations experimental results.

Language: Английский

Citations

5

An Improved 3L APF Control Strategy Utilizing the Oscillated DC-Link Voltage Command to Enhance the Harmonic-Compensation Performance DOI
Qingzeng Yan, Longlong Zhang,

Longzhen Guo

et al.

IEEE Transactions on Power Electronics, Journal Year: 2024, Volume and Issue: 39(12), P. 15967 - 15981

Published: Aug. 29, 2024

Language: Английский

Citations

1

A Digital Iterative Learning Based Peak Current Mode Control for Interleaved Totem Pole PFC Circuit DOI Creative Commons

Ahmet Talha Dudak,

Ahmet Bakan

Energies, Journal Year: 2024, Volume and Issue: 17(20), P. 5026 - 5026

Published: Oct. 10, 2024

Iterative learning based digital peak current mode control (PCMC) is proposed in this paper. The method provides excellent reference tracking against variations input voltage, load, and circuit parameters. Compared to other methods, the PCMC has a high dynamic response, simple structure low computational burden. It suitable for power factor correction (PFC) converters operating at frequency. Thanks iterative (ILC), value successfully compensated disturbances. new applied an interleaved totem pole PFC (ITPPFC) circuit. ITPPFC prototype implemented with 250 W output 100 kHz switching tested under various load conditions parametric Theoretical experimental results are found be consistent.

Language: Английский

Citations

1

A Novel High Gain Interleaved Luo Dc–Dc Converter with Cascaded Fuzzy Logic Controller for PV System Application DOI

S. Saravanan,

P. Usha Rani

Journal of Electrical Engineering and Technology, Journal Year: 2022, Volume and Issue: 18(2), P. 925 - 940

Published: Oct. 31, 2022

Language: Английский

Citations

6