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Keywords: regression analysis
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Journal Articles
Article Type: Research-Article
J. Mech. Des. May 2015, 137(5): 051001.
Paper No: MD-13-1154
Published Online: May 1, 2015
... (unless it is “revisiting” marketing activities), as understanding the marketplace in terms of the customer needs or potential new customers provides the impetus for a design. Table 2 Stepwise regression analysis results Early Middle Late Problem definition (I) (I...
Journal Articles
Article Type: Research-Article
J. Mech. Des. May 2014, 136(5): 051005.
Paper No: MD-13-1215
Published Online: March 21, 2014
... adjustment (CBR) and with cost adjustment (CBR-A) are compared with analogy-based cost estimation (ABCE) and multivariate linear regression analysis (RA). Under the conditions studied in the illustrative example of this paper (i.e., a single knowledge base, sport utility vehicle (SUV) concepts, and up...
Journal Articles
Article Type: Technical Briefs
J. Mech. Des. October 2011, 133(10): 104501.
Published Online: September 27, 2011
... engineering planning regression analysis cluster validity criterion fuzzy c-regression model clustering fuzzy model identification mechanical system Recently, model identification has been widely used in mechanical system design [( 1 2 3 4 5 6 7 )] for situations in which...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2011, 133(4): 041002.
Published Online: May 9, 2011
... on. optimisation radial basis function networks regression analysis sampling methods splines (mathematics) vehicle dynamics 22 09 2009 24 02 2011 16 03 2011 09 05 2011 09 05 2011 FE model of side impact for case III The side impact simulation in this case...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2010, 132(2): 021007.
Published Online: January 26, 2010
.... anthropometry regression analysis 07 03 2009 01 12 2009 26 01 2010 2010 American Society of Mechanical Engineers ...
Journal Articles
Article Type: Research Papers
J. Mech. Des. October 2009, 131(10): 101006.
Published Online: September 16, 2009
... of variability and conducting designing for human variability (DfHV) assessments is presented. A stochastic component based on the residual variance in regression analysis relating body dimensions to experimental data is included in the predictive model. This ensures that a distribution of preferred...
Journal Articles
Article Type: Technical Briefs
J. Mech. Des. August 2009, 131(8): 084501.
Published Online: July 9, 2009
... function. The suggested algorithm is similar to the SCORING algorithm traditionally used in statistics. design engineering Gaussian distribution regression analysis The Kriging model is a powerful tool that can be used in engineering design optimization to reduce computational burden ( 1 2 3...
Journal Articles
Article Type: Research Papers
J. Mech. Des. February 2009, 131(2): 021003.
Published Online: January 6, 2009
... twist behavior, which is the main indicator of deployment failure. This investigation underlines the requirement of actuator control during deployment. actuators aerospace robotics elongation fasteners regression analysis springs (mechanical) telescopes A number of significant...
Journal Articles
Article Type: Technical Briefs
J. Mech. Des. October 2008, 130(10): 104502.
Published Online: August 21, 2008
... 04 2007 29 11 2007 21 08 2008 computational geometry design of experiments gears regression analysis wheels This paper focuses in face gear design, and particularly, it presents an application of the design of experiments (DOE) to predict the width of the gear wheel...
Journal Articles
Article Type: Research Papers
J. Mech. Des. July 2007, 129(7): 735–743.
Published Online: February 22, 2007
... × Intuition score with all components measured as percentages. The ANOVA is significant ( p < 0.005 , and the statistical power is 0.97). The multiple regression analysis generated the above equation in order to find the relative contributions of the various components that would maximize...
Journal Articles
Article Type: Research Papers
J. Mech. Des. December 2007, 129(12): 1294–1302.
Published Online: December 30, 2006
... topography to modify selected design parameters through linear regression. cutting tools design engineering gear cutting machines gears machinery production industries mechanical contact polynomials power transmission (mechanical) regression analysis spiral bevel gear hypoid gear flank...
Journal Articles
Article Type: Research Papers
J. Mech. Des. January 2007, 129(1): 58–68.
Published Online: June 14, 2006
... with a multiple linear regression analysis. The load and friction coefficient distribution predictions are used to compute instantaneous torque/power losses and the mechanical efficiency of a gear pair at any given rotational position. Efficiency measurements from gear pairs having various gear designs...
Journal Articles
Article Type: Technical Papers
J. Mech. Des. September 2005, 127(5): 1014–1020.
Published Online: January 14, 2005
... (mechanical) response surface methodology regression analysis deformation finite element analysis sampling methods mean square error methods Crashworthiness optimization is a systematic way to achieve a lightweight vehicle design while meeting all safety criteria. However...
Journal Articles
Article Type: Research Papers
J. Mech. Des. November 2005, 127(6): 1077–1087.
Published Online: August 13, 2004
... of the dot product ⟨ x i ∙ x ⟩ . 07 10 2003 13 08 2004 support vector machines modelling response surface methodology regression analysis splines (mathematics) Much of today’s engineering analysis requires running complex and computationally expensive analysis...