Multi-Objective Optimization Study on the Coupling Mechanism of Underwater Wireless Power Transfer Systems
Open Access
Abstract
Magnetically coupled resonant wireless power transfer (MCR-WPT) technology offers longer effective transmission distances and higher efficiency compared to traditional charging methods, making it better suited to the prolonged and efficient operation of autonomous underwater vehicles. This paper first establishes a traditional mathematical model and then refines it while analyzing the variations in the self-inductance and mutual inductance of underwater coils. To further enhance the system’s performance, a multi-objective optimization of the coupling mechanism is conducted. An orthogonal experiment is employed to determine the effects of various influencing factors on the coils’ self-inductance and mutual inductance. Subsequently, an RBF neural network is used to create a regression prediction model based on the results of the orthogonal experiment. The NSGA-II algorithm is then applied for the multi-objective optimization of the coupling mechanism, resulting in a Pareto front solution set. The optimized efficiency is 93.35%, representing an approximately 6% improvement over the original system, with the power density increasing from before optimization to after optimization. Significant enhancement in system performance is achieved.
Keywords
Funding Information
- Natural Science Foundation of Hunan Province (2021JC0010, 2021YFC2801701, 2023YFC2811300)
- National Key Research and Development Project of China (2021JC0010, 2021YFC2801701, 2023YFC2811300)
This publication has 24 references indexed in Scilit:
- A universal wireless charging platform with novel bulged‐structure transmitter design for multiple heterogeneous autonomous underwater vehicles (AUVs)IET Power Electronics, 2023
- Modeling and Application of Magnetic Induction Wireless Power Transmission in Sea Water2021
- Control of Output Power in Primary Side LCC and Secondary Series Tuned Wireless Power Transfer System without Secondary Side Sensors2020
- Review of Wireless Charging Systems for Autonomous Underwater VehiclesIEEE Journal of Oceanic Engineering, 2019
- The effect of Fe-Mn minerals and seawater interface and enrichment mechanism of ore-forming elements of polymetallic crusts and nodules from the South China SeaActa Oceanologica Sinica, 2017
- Leveraging a large UUV platform with a docking station to enable forward basing and persistence for light weight AUVs2012
- Wireless energy transfer with the presence of metallic planesApplied Physics Letters, 2011
- Mid-range wireless energy transfer using inductive resonance for wireless sensors2009
- Inductive Power System for Autonomous Underwater Vehicles2007
- A fast and elitist multiobjective genetic algorithm: NSGA-IIIEEE Transactions on Evolutionary Computation, 2002