4.7 Article

Weighted LASSO variable selection for the analysis of FTIR spectra applied to the prediction of engine oil degradation

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Engineering, Multidisciplinary

Identifying and modelling changes in chemical properties of engine oils by use of infrared spectroscopy

Artur Wolak et al.

Summary: This study explores the interdependencies between the amount of chemical substances generated during oil deterioration in engines and car mileage, with a focus on specific FTIR spectral bands. Different engine oil types were found to affect the changes in spectral band surface areas at specific wavenumbers based on car mileage.

MEASUREMENT (2021)

Article Engineering, Mechanical

Comprehensive assessment of oil degradation patterns in petrol and diesel engines observed in a field test with passenger cars-Conventional oil analysis and fuel dilution

Adam Agocs et al.

Summary: Modern internal combustion engines require lower emissions, higher power density, and longer maintenance intervals. A field study on petrol and diesel vehicles found that long-range petrol vehicles displayed accelerated oil degradation compared to diesel vehicles, while short-range petrol vehicles showed even faster oil degradation and changes in viscosity due to fuel dilution. Diesel vehicles exhibited higher soot loading and more pronounced engine wear.

TRIBOLOGY INTERNATIONAL (2021)

Article Statistics & Probability

EXACT POST-SELECTION INFERENCE, WITH APPLICATION TO THE LASSO

Jason D. Lee et al.

ANNALS OF STATISTICS (2016)

Article Statistics & Probability

High-Dimensional Inference: Confidence Intervals, p-Values and R-Software hdi

Ruben Dezeure et al.

STATISTICAL SCIENCE (2015)

Article Statistics & Probability

VALID POST-SELECTION INFERENCE

Richard Berk et al.

ANNALS OF STATISTICS (2013)

Article Automation & Control Systems

Determination of the total acid number (TAN) of used gas engine oils by IR and chemometrics applying a combined strategy for variable selection

Yulia Felkel et al.

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2010)

Article Statistics & Probability

p-Values for High-Dimensional Regression

Nicolai Meinshausen et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2009)

Article Statistics & Probability

The adaptive lasso and its oracle properties

Hui Zou

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2006)

Article Statistics & Probability

High-dimensional graphs and variable selection with the Lasso

Nicolai Meinshausen et al.

ANNALS OF STATISTICS (2006)

Article Statistics & Probability

Regularization and variable selection via the elastic net

H Zou et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)

Article Statistics & Probability

Variable selection via nonconcave penalized likelihood and its oracle properties

JQ Fan et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2001)