Boost and Buck DC-DC Converters - Prediction of The Output

Kocaleva, Mirjana and Zlatev, Zoran and Hinov, Nikolay (2024) Boost and Buck DC-DC Converters - Prediction of The Output. In: 13th International Conference on Modern Circuits and Systems Technologies (MOCAST), 26-28 June 2024, Sofia, Bulgaria. (In Press)

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Abstract

The Boost DC-DC converter is a converter where the output voltage is greater than the input voltage. The Buck DC-DC converter is the opposite to boost. There the output voltage is less than or equal to the input voltage. The paper presents the relation between this type of converter and machine learning approaches. For output prediction we used decision trees techniques. First, we define the converters and give their equation. Then prediction using machine learning techniques was analyzed. At the end we compared and discussed the obtained data for both converters.

Item Type:	Conference or Workshop Item (Speech)
Subjects:	Natural sciences > Computer and information sciences
Divisions:	Faculty of Computer Science
Depositing User:	Mirjana Kocaleva Vitanova
Date Deposited:	25 Jul 2024 07:14
Last Modified:	25 Jul 2024 07:14
URI:	https://eprints.ugd.edu.mk/id/eprint/34377

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