Design of Wind Turbine Battery Charging Control a Buck-Boost Converter with PID Control Optimized by Ant Colony Optimization

This research proposes a voltage control strategy for battery voltage in wind turbine battery charging systems. Changes in wind speed in wind turbine systems can cause the generated voltage to be non-optimal, which in turn can affect the life of the battery. A buck-boost DC-DC converter can be used to regulate the battery charging mode. This converter is controlled by PID to keep the battery voltage constant. In this study, the PID parameters are optimized using Ant Colony Optimization (ACO) to achieve optimal control. This study will use a comparison of 2 methods, viz: System using PID tuning control method and system controlled by PID with Ant Colony Optimization. The results obtained in this study are the battery voltage generated by the PID tuning system of 51.87 V and the battery voltage generated by the ACO system of 51.95 V. While the battery SOC generated by the tuning system is 50.02 and the SOC generated by the ACO system is 50.12, The time required for the tuning system is 0.53 and the time required for the ACO system is 0.42. It can be seen that the ACO system is better and more efficient than the tuning system. This research was designed using MATLAB/Simulink.

Authors

Institutions

Publication Details

Published
2024-10-16
DOI
https://doi.org/10.1109/eeccis62037.2024.10840117
Citations
1
Primary Topic
Induction Heating and Inverter Technology
Type
article
Field-Weighted Citation Impact
0.21
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Design of Wind Turbine Battery Charging Control a Buck-Boost Converter with PID Control Optimized by Ant Colony Optimization

Hadi Suyono, Rini Nur Hasanah, Ni Wayan Budiantari
1 citations
Induction Heating and Inverter Technology
0.21
article

Design of Wind Turbine Battery Charging Control a Buck-Boost Converter with PID Control Optimized by Ant Colony Optimization

Hadi Suyono, Rini Nur Hasanah, Ni Wayan Budiantari
article en
1 citations

Abstract

This research proposes a voltage control strategy for battery voltage in wind turbine battery charging systems. Changes in wind speed in wind turbine systems can cause the generated voltage to be non-optimal, which in turn can affect the life of the battery. A buck-boost DC-DC converter can be used to regulate the battery charging mode. This converter is controlled by PID to keep the battery voltage constant. In this study, the PID parameters are optimized using Ant Colony Optimization (ACO) to achieve optimal control. This study will use a comparison of 2 methods, viz: System using PID tuning control method and system controlled by PID with Ant Colony Optimization. The results obtained in this study are the battery voltage generated by the PID tuning system of 51.87 V and the battery voltage generated by the ACO system of 51.95 V. While the battery SOC generated by the tuning system is 50.02 and the SOC generated by the ACO system is 50.12, The time required for the tuning system is 0.53 and the time required for the ACO system is 0.42. It can be seen that the ACO system is better and more efficient than the tuning system. This research was designed using MATLAB/Simulink.

University of Brawijaya (ID)
Affordable and clean energy
Openalex Percentile: Top 48%
Induction Heating and Inverter Technology
0.21
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.