READ ME File For 'Dataset supporting MDPI Sensors article "Temperature hotspot detection on printed circuit boards (PCBs) using ultrasonic guided waves - A machine learning approach"

Dataset DOI: 10.5258/SOTON/D2951

Date that the file was created: Oct, 2024

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GENERAL INFORMATION
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ReadMe Author: Lawrence Yule, University of Southampton ORCID ID 0000-0002-0324-6642


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SHARING/ACCESS INFORMATION
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Licenses/restrictions placed on the data, or limitations of reuse:CC-BY



This dataset supports the publication:
AUTHORS:Yule, L., Harris, N., Hill, M., Zaghari, B., & Grundy, J.
TITLE:Temperature hotspot detection on printed circuit boards (PCBS) using ultrasonic guided waves—a machine learning approach
JOURNAL:Sensors 24(4) Article 1081
PAPER DOI IF KNOWN:https://doi.org/10.3390/s24041081
 


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DATA & FILE OVERVIEW
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This dataset contains:

Data exported from COMSOL simulations of ultrasonic guided wave propagation across Printed Circuit Boards (PCBs) with temperature hotspots at various component positions. For use in training/testing machine learning classification models. Data contained within MATLAB .mat data ensemble.


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