@inproceedings{4a85e80cc10a47999b1c2ecf09357403,
title = "Electric Power Prediction of 2D FE Magnetic Spring Energy Harvester Based on Coil using Support Vector Machines",
abstract = "Magnetic spring energy harvesters are considered to be a promising solution for powering small electronic devices because they employ the magnetic interaction between two fixed permanent magnets and one that is levitated vertically. This paper presents the two dimensional (2D) Finite Element Method (FEM) model of magnetic spring energy harvester based on coil layout. The simulation provides an optimized arrangement of number of turn and geometrical parameters of coil in the magnetic spring. The method based on Support Vector Machine (SVM) is proposed to predict electrical power of magnetic spring and to establish its dependence on the coil parameters. Furthermore an experimental analysis was performed to evaluate the electrical performance of the proposed magnetic spring system.",
keywords = "FEM, SVM, coil, energy harvesting, magnetic spring",
author = "Sciuto, \{Grazia Lo\} and Joanna Bijak and Zygmunt Kowalik and Tomasz Trawi{\'n}ski and Giacomo Capizzi and Fabio Viola",
note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 2024 IEEE International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles and International Transportation Electrification Conference, ESARS-ITEC 2024 ; Conference date: 26-11-2024 Through 29-11-2024",
year = "2024",
doi = "10.1109/ESARS-ITEC60450.2024.10819928",
language = "English",
series = "2024 IEEE International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles and International Transportation Electrification Conference, ESARS-ITEC 2024",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2024 IEEE International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles and International Transportation Electrification Conference, ESARS-ITEC 2024",
address = "United States",
}