Machine learning based thermal comfort prediction in office spaces: Integrating SMOTE and SHAP methods

Energy and Buildings, Journal Year: 2025, Volume and Issue: unknown, P. 115267 - 115267

Published: Jan. 1, 2025

Language: Английский

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Technical complex for oil identification

E3S Web of Conferences, Journal Year: 2025, Volume and Issue: 623, P. 02022 - 02022

Published: Jan. 1, 2025

The article substantiates a technological complex designed to identify oil transported through pipeline communications. An Azole 7070 marker has been developed, the microdose in of which makes it possible determine source oil. basic properties are described. To ensure injection small doses marker, studies working process plunger dosing pump were carried out, and mathematical model was developed. Pulsations pumped liquid flow valve assembly noted, contribute disruption supply. A modeling technique For mixing with oil, design static mixer flat elements is justified on basis modeling. Based conducted research, method for liquids identification, including Azol metering pump, mixer, successfully tested by Rosneft company recommended implementation.

Language: Английский

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Polynomial-SHAP as a SMOTE alternative in conglomerate neural networks for realistic data augmentation in cardiovascular and breast cancer diagnosis

Journal Of Big Data, Journal Year: 2025, Volume and Issue: 12(1)

Published: April 18, 2025

Language: Английский

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Assessing Fatigue Reliability Characteristics from Effects of Mean Stresses for Api X65 Steel Pipe Under Seawater Condition

Published: Jan. 1, 2024

Language: Английский

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