Parameter optimization of IPT systems based on genetic algorithms

Output power and transmission efficiency are key performance indicators for Wireless Power Transfer (WPT). Inductive Power Transfer (IPT) systems feature numerous resonant parameters that are interrelated, making it challenging to determine specific component values during system design. This paper investigates an S-P type IPT system and establishes an equivalent circuit model for the mutual inductance of the contactless transformers. The influence characteristics of coupling coefficient k , resonant angular frequency ω , and equivalent load resistance R e on circuit output power and transmission efficiency are analyzed. By setting the efficiency-power product as the objective function and k , ω , and R e as decision variables, this paper innovatively transforms the parameter design problem of the IPT system into a nonlinear parameter optimization problem. This approach not only enables the fitness function to better escape local optima. By adjusting the duty cycle of the Buck-Boost circuit, the equivalent load resistance is optimized to its optimal value. Optimize the parameters k , ω , and R e to maximize the system’s efficiency-power product output. Through parameter design, the IPT system attains a globally optimal design for both output power and transmission efficiency, resolving the challenge of determining parameters for resonant compensation structures.

Authors

Institutions

Publication Details

Journal
PLoS ONE
Published
2026-10-08
DOI
https://doi.org/10.1371/journal.pone.0360165
Primary Topic
Wireless Power Transfer Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Parameter optimization of IPT systems based on genetic algorithms

Jin Guo, Langtao Xing
PLoS ONE
Wireless Power Transfer Systems
article

Parameter optimization of IPT systems based on genetic algorithms

Jin Guo, Langtao Xing
article en

Abstract

Output power and transmission efficiency are key performance indicators for Wireless Power Transfer (WPT). Inductive Power Transfer (IPT) systems feature numerous resonant parameters that are interrelated, making it challenging to determine specific component values during system design. This paper investigates an S-P type IPT system and establishes an equivalent circuit model for the mutual inductance of the contactless transformers. The influence characteristics of coupling coefficient k , resonant angular frequency ω , and equivalent load resistance R e on circuit output power and transmission efficiency are analyzed. By setting the efficiency-power product as the objective function and k , ω , and R e as decision variables, this paper innovatively transforms the parameter design problem of the IPT system into a nonlinear parameter optimization problem. This approach not only enables the fitness function to better escape local optima. By adjusting the duty cycle of the Buck-Boost circuit, the equivalent load resistance is optimized to its optimal value. Optimize the parameters k , ω , and R e to maximize the system’s efficiency-power product output. Through parameter design, the IPT system attains a globally optimal design for both output power and transmission efficiency, resolving the challenge of determining parameters for resonant compensation structures.

PLoS ONEVol. 21(10)
Shangluo University (CN), Air Force Engineering University (CN)
Openalex Percentile: Top 23%
Wireless Power Transfer Systems
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.