Improved Oil Viscosity Characterization by Low-Field NMR Using Feature Engineering and Supervised Learning Algorithms
| Autor: | Vladislav Ishimtsev, Jonathan Luke Bryan, Aman Turakhanov, Apostolos Kantzas, Dmitry Koroteev, Sudarshan A. Mehta, Reza Rezaee, Strahinja Markovic, Alexey Cheremisin |
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| Rok vydání: | 2020 |
| Předmět: |
Feature engineering
Field (physics) Computer science General Chemical Engineering Oil viscosity Energy Engineering and Power Technology ComputerApplications_COMPUTERSINOTHERSYSTEMS 02 engineering and technology 021001 nanoscience & nanotechnology Characterization (materials science) Fuel Technology 020401 chemical engineering Viscosity (programming) 0204 chemical engineering 0210 nano-technology Biological system Supervised training |
| Zdroj: | Energy & Fuels. 34:13799-13813 |
| ISSN: | 1520-5029 0887-0624 |
| DOI: | 10.1021/acs.energyfuels.0c02565 |
| Popis: | Conventional methods for determining and monitoring the viscosity of oils are time-consuming, expensive, and in some instances, technically unfeasible. These limitations can be avoided using low-fi... |
| Databáze: | OpenAIRE |
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