Regression Diagnostics with Predicted Residuals of Linear Model with Improved Singular Value Classification Applied to Forecast the Hydrodynamic Efficiency of Wave Energy Converters

Regression Diagnostics with Predicted Residuals of Linear Model with Improved Singular Value Classification Applied to Forecast the Hydrodynamic Efficiency of Wave Energy Converters

In the preliminary stages of design of the oscillating water column (OWC) type of wave energy converters (WECs), we need a reliable cost- and time-effective method to predict the hydrodynamic efficiency as a function of the design parameters. One of the cheapest approaches is to create a multiple li...

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Bibliographic Details
Main Authors: Kiril Tenekedjiev, Nagi Abdussamie, Hyunbin An, Natalia Nikolova
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Applied Sciences
Subjects:
performance prediction
multiple linear regression
improved design matrix SVD
stepwise regression
heteroscedasticity
outlier detection
Online Access:https://www.mdpi.com/2076-3417/11/7/2990

Internet

https://www.mdpi.com/2076-3417/11/7/2990

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