Deep Neural Network-Based Design of Planar Coils for Proximity Sensing Applications
সংরক্ষণ করুন:
| প্রকাশিত: | Sensors vol. 25, no. 14 (2025), p. 4429-4453 |
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| প্রধান লেখক: | |
| অন্যান্য লেখক: | , , |
| প্রকাশিত: |
MDPI AG
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| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | Citation/Abstract Full Text + Graphics Full Text - PDF |
| ট্যাগগুলো: |
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| সার সংক্ষেপ: | This study develops a deep learning procedure able to identify a planar coil geometry, given the desired magnetic field map. This approach demonstrates its capability to discover suitable coil designs that produce desired field characteristics with high accuracy and efficiency. The generated coils show strong agreement with target magnetic fields, enabling manufacturers to achieve simpler structures and improved performance. This method is suitable for inductive proximity sensors, wireless power transfer systems, and electromagnetic compatibility applications, offering a powerful and flexible tool for advanced planar coil design. |
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| আইএসএসএন: | 1424-8220 |
| ডিওআই: | 10.3390/s25144429 |
| সম্পদ: | Health & Medical Collection |