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Keywords: regression analysis
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Journal Articles
Article Type: Research-Article
J. Manuf. Sci. Eng. February 2019, 141(2): 021020.
Paper No: MANU-18-1244
Published Online: January 4, 2019
... time. The material removal rate (MRR) is used to represent the cutting parameter. The proposed model is fitted by the regression analysis and validated using experimental data. Results show that the proposed model can be applied on various milling machines with an average absolute residual ratio of 6...
Journal Articles
Article Type: Research-Article
J. Manuf. Sci. Eng. August 2014, 136(4): 041019.
Paper No: MANU-13-1183
Published Online: June 2, 2014
... and spindle speed is required for the calibration of the model. Using regression analysis, the model coefficients are determined. The mechanistic model for the primary cutting lip cannot be used for the secondary cutting lips as the rake angle is very large and negative, and the speeds are smaller...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2011, 133(1): 011014.
Published Online: February 18, 2011
... analysis for surface texture is illustrated as follows. Surface texture decomposition with Gaussian filters: ( a ) surface waviness and ( b ) surface roughness 17 06 2008 25 04 2010 18 02 2011 18 02 2011 aluminium milling regression analysis splines...
Journal Articles
Article Type: Special Issue On Nanomanufacturing
J. Manuf. Sci. Eng. June 2010, 132(3): 030920.
Published Online: June 14, 2010
... microfluidics polymers regression analysis response surface methodology hot embossing microfluidics process robustness polymer manufacturing For the last 10 years, there has been considerable research regarding the use of microfluidic devices for biological and chemical analyses ( 1 2...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2009, 131(5): 051018.
Published Online: October 1, 2009
... any significant effect on the lateral resolution at low power levels and high speeds. A statistical model was also developed from the regression analysis approach and was experimentally validated. The experimental results are within ±5% error. The statistical model along with the information obtained...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2009, 131(4): 041001.
Published Online: July 7, 2009
... on σ . These measurements must be corrected, prior to the regression analysis, because of possible misalignment in the setup procedure of the CMM. To do so, we introduce a translation vector b ∊ R 3 and a 3 × 3 rotation matrix A , defined by the three Euler angles...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2009, 131(2): 021007.
Published Online: March 18, 2009
... 02 01 2009 18 03 2009 deformation forming processes heating plates (structures) regression analysis thermal forming triangle heating heating shape heating location residual deformation angular distortion There are two kinds of methods to fabricate curved ship hull...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2008, 130(4): 041005.
Published Online: July 10, 2008
... 14 04 2008 10 07 2008 fuzzy neural nets grinding production engineering computing regression analysis support vector machines ultrasonic machining rotary ultrasonic machining material removal rate fuzzy adaptive networks support vector machines support vector fuzzy...
Journal Articles
Article Type: Special Section: Micromanufacturing
J. Manuf. Sci. Eng. June 2008, 130(3): 031109.
Published Online: May 12, 2008
... actuators intelligent materials regression analysis shape memory effects thermal insulating materials thermal insulation Shape memory alloys (SMAs) belong to a class of smart materials with particular mechanical and thermal responses. These materials have the ability to undergo diffusionless...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2008, 130(2): 021008.
Published Online: March 24, 2008
... steel biomechanics biomedical materials burnishing design of experiments fatigue life testing mechanical strength microhardness plasticity prosthetics regression analysis surface roughness low plasticity burnishing surface finish microhardness fatigue life and surface integrity...
Journal Articles
Article Type: Technical Papers
J. Manuf. Sci. Eng. June 2007, 129(3): 502–512.
Published Online: November 21, 2006
... electrical discharge machining lapping (machining) machine tools vibration measurement regression analysis surface roughness tool steel lapping machine elliptical tool motion diamond compound surface roughness With the improving performance of milling machines and cutters, electrical...
Topics: Grinding
Journal Articles
Article Type: Technical Briefs
J. Manuf. Sci. Eng. November 2006, 128(4): 1019–1024.
Published Online: February 3, 2006
... equipment maintenance engineering condition monitoring principal component analysis regression analysis fast Fourier transforms A shaft transmission system is one of the most fundamental and important parts of rotating machinery. The ability to estimate and predict shaft alignment...
Journal Articles
Article Type: Technical Papers
J. Manuf. Sci. Eng. August 2005, 127(3): 635–646.
Published Online: October 24, 2004
... techniques for composite products. 18 01 2004 24 10 2004 tolerance analysis fibre reinforced plastics finite element analysis thermal analysis regression analysis product design trees (mathematics) deformation costing optimisation shapes (structures) Composite Dimensional...
Journal Articles
Article Type: Technical Briefs
J. Manuf. Sci. Eng. November 2005, 127(4): 912–914.
Published Online: July 22, 2004
... 07 2004 fault diagnosis condition monitoring maintenance engineering regression analysis wavelet transforms lifts maximum likelihood estimation feature extraction Prognostics Logistic Regression Degradation Assessment Fault Modes Classification Considerable efforts...