... 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...

.... Then the model has been evaluated for a drill ground with curved relief surfaces. The theoretical and experimental results are found out to be in good conformity. generic drill point geometry arbitrary cutting lips mechanistic force model regression analysis calibration Drilling is one...

... milling regression analysis splines (mathematics) surface texture It has been well recognized that surface texture is in effect the “fingerprint” of the manufacturing process ( 1 ). In order to better understand the relationship between the surface texture and the manufacturing process...

... were scaled such that the new ranges for each were [−1, 1], which is standard for regression analysis, so that the model coefficients can be properly compared with each other without bias. In order to create the response surface models, only the heights and the widths of the channel at location 2...

... − τ 323 0.4251 −0.55 (−0.97, −0.12) Yes τ 113 − τ 133 0.4251 −1.55 (−1.97, −1.12) Yes Multiple linear regression analysis was performed to develop a predictive statistical model that includes the effect of considered process parameters on the polymerized...

... 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...

... 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...

... that the combined approach is a more effective algorithm for the modeling of complex manufacturing processes. 02 02 2007 14 04 2008 10 07 2008 fuzzy neural nets grinding production engineering computing regression analysis support vector machines ultrasonic machining rotary...

... 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...

... plasticity prosthetics regression analysis surface roughness low plasticity burnishing surface finish microhardness fatigue life and surface integrity Biomedical manufacturing technologies are assuming highly visible position at the frontiers of manufacturing due to their potential impact...

...-8972 , 197 , pp. 77 – 84 . 30 01 2006 21 11 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...

.... , and Omitaomu , O. A. , 2005 , “ Adaptive Support Vector Regression Analysis of Closed-Loop Inspection Accuracy ,” Int. J. Mach. Tools Manuf. 0890-6955 , 45 ( 12 ), pp. 1 – 8 . Webb , A. , 1999 , Statistical Pattern Recognition , Arnold , New York. Jeong , M. K. , Lu , J. C...

... 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...

... 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...