Physical Sciences and Mathematics Commons^™

Reliability Analysis Of Oriented Strand Board’S Strength With A Simulation Study Of The Median Censored Method For Estimating Of Lower Percentile Strength, Yang Wang

Masters Theses

Oriented Strand Board (OSB), an engineered wood product, has gained increased market acceptance as a construction material. Because of its growing market, the product’s manufacturing and performance have become the focus of much research. Internal Bond (IB) and Parallel and Perpendicular Elasticity Indices (EI), are important strength metrics of OSB and are analyzed in this thesis using statistical reliability methods. The data for this thesis consists of 529 destructive tests of OSB panels. They were tested from July 2005 to January 2006. These OSB panels came from a modern OSB manufacture in the Southeastern United States with the wood furnish …

An Applied Statistical Reliability Analysis Of The Modulus Of Elasticity And The Modulus Of Rupture For Wood-Plastic Composites, Diane Goodman Perhac

Masters Theses

Wood-plastic composites (WPC) are materials comprised of wood fiber within a thermoplastic matrix and are a growing and important source of alternative wood products in the forest products industry. WPC is gaining market share in the building industry because of durability/maintenance advantages of WPC over traditional wood products and because of the removal of chromated copper arsenate (CCA) pressuretreated wood from the market. The reliability methods outlined in this thesis can be used to improve the quality of WPC and lower manufacturing costs by reducing raw material inputs and minimizing WPC waste. Statistical methods are described for analyzing both tensile …

Examining Regression Analysis Beyond The Mean Of The Distribution Using Quantile Regression: A Case Study Of Modeling The Internal Bond Of Medium Density Fiberboard Using Multiple Linear Regression And Quantile Regression With An Example Of Reliability Methods Using R Software, Leslie Brooke Shaffer

Masters Theses

The thesis examines the causality of the central tendency of the Internal Bond (IB) of Medium Density Fiberboard (MDF) with predictor variables from the MDF manufacturing process. Multiple linear regression (MLR) models are developed using a best model criterion for all possible subsets of IB for four MDF thickness products reported in inches, e.g., 0.750”, 0.625”, 0.6875”, and 0.500”. Quantile Regression (QR) models of the median IB are also developed.

The adjusted coefficient of determination (R² _a) of the MLR models range from 72% with 53 degrees of freedom to 81% with 42 degrees of freedom, respectively. The …