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Automatic Data Extraction Based On Semiconductor Datasheet For Design Automation of Power Converters by Nrushal Raj is a document available to read on EtoBox.
This paper presents a novel AI-based tool for automatic data extraction from semiconductor datasheets to enhance power loss estimation models for power converters. Utilizing a CenterNet object recognition neural network and Optical Character Recognition (OCR), the tool effectively extracts dynamic characteristics from complex figures in datasheets. The improved extraction process aims to facilitate optimal design automation in power electronics by providing accurate data for semiconductor components.
- Author
- Nrushal Raj
- Language
- EN