0% Complete
صفحه اصلی
/
نهمین کنفرانس بین المللی فناوری و مدیریت انرژی
Mutual Inductance Prediction of Coaxial Rectangular Planar Coils Using Artificial Neural Network Regression
نویسندگان :
Mahdi Asadi
1
Amir Musa Abazari
2
1- Iran University of scinece and Technology
2- urmia university
کلمات کلیدی :
Mutual inductance،Wireless power transfer،Data-driven algorithms،Artificial neural network،Machine Learning Regression،Planar coils
چکیده :
Wireless Power Transfer (WPT) systems, particularly those employing coils with inductive coupling, play a crucial role in diverse industries, requiring precise mutual inductance predictions to ensure effective energy transmission. This article explores the significance of mutual inductance in WPT, emphasizing its role in designing robust systems for applications such as electric vehicles and medical implants. Despite advancements, research gaps persist, prompting the use of data-driven algorithms, specifically Artificial Neural Networks (ANNs), to predict mutual inductance accurately. The methodology involves generating datasets using a numerical solution model, employing ANN regression models for training, and optimizing hyperparameters through a trial-and-error approach. The results demonstrate the effectiveness of the proposed approach, with the best-fitted model achieving an R2 score of 0.987.
لیست مقالات
لیست مقالات بایگانی شده
Public Policies to Unlock Private Investment in Green Projects (The Case of Iran as a Resource Rich Country)
Parisa Alizadeh
MPC Controller Design for Variable Speed Wind Turbines in the presence of Actuator Faults
Hadi Azmi
Optimal Management of the Shared Battery in a Multi-Microgrid System
Masoud Alilou
Photovoltaic Power Forecasting With an Ensemble Multi-Input Deep Learning Approach
Fariba Dehghan - Mohsen Parsa Moghaddam - Maryam Imani
شبیه سازی عددی فرآیند تولید هیدروژن به روش اصلاح بخار متان
سیمین قهرمانی آذروش - محمد وجدی - فرهاد صادق مغانلو
Analyzing Fault Detection Methods for Wind Turbines in Smart Grids: A Comparative Review
Behnam Azizi - Mahmoud Reza Shahkarami - Mehran Amiri - Iraj Azartoos
Multi-Objective Coordinated Optimal Allocation of Distributed Generation and D-STATCOM in Electrical Distribution Networks Using Ebola Optimization Search Algorithm
Peyman Zare - Iraj Faraji Davoudkhani - Reza Mohajeri - Rasoul Zare - Hossein Ghadimi - Mehdi Ebtehaj
بررسی مشخصه انتقال حرارت در یک کلکتور خورشیدی دارای نوار پیچشی با استفاده از نانوسیالات گرافن و اکسید آلومنیوم
محمد صادق عابدی نژاد - دنیا صباغچی فیروزآباد - علیرضا تیموری
Thermal performance enhancement of microchannel heat sinks with a decreasing-height bifurcation plate
Mostafa Fathi - Mohammad Mahdi Heyhat - Mohammad Zabetian Targhi
کمینه سازی توان ارسالی کل در اتوماسیون کارخانه مبتنی بر اینترنت اشیاء
سولماز سرخی اسبقی - محمود محصل فقهی - امیر امین زاده قوی فکر
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 44.5.0
