02466nam a2200277 a 4500 vtls000052379 KUKTEM 20251114204445.0 110328t2010 my a f m 000 0 eng d THE0006535(Local) 201905141510 amirul 201110041128 Fida 201107140041 VLOAD 201103281447 ida UMP TJ1186 .F35 2010 rs Bc. Mohd Faizal Aziz Optimization of tool life using in milling using radial basis function network / Mohd Faizal Aziz Optimization of tool life using in milling using radial basis function network [computer file] Kuantan, Pahang : UMP, 2010 xv, 45 p. : ill. (some col.) ; 30 cm. + 1 computer disc Project paper (Bachelor of Mechanical Engineering with Manufacturing Engineering) -- Universiti Malaysia Pahang - 2010 Bibliography : p. 44-45 This paper discuss of the Optimization of tool life in milling using Radial basis Function Network (RBFN).Response Surface Methodology (RSM) and Neural Network implemented to model the end milling process that are using high speed steel coated HS-Co as the cutting tool and aluminium alloy T6061 as material due to predict the resulting of flank wear. Data is collected from RoboDrill T14i CNC milling machines were run by 15 samples of experiments using DOE approach that generate by Box-Behnkin method due to table design in MINITAB packages. The inputs of the model consist of feed, cutting speed and depth of cut while the output from the model is Flank wear occur on the tool surface. The model is validated through a comparison of the experimental values with their predicted counterparts. The analysis of the flank wear is using IM1700 Inverted Metallograph microscope for examine the minimum size of the flank wear within 0.3mm. The optimization of the tool life is studied to compare the relationship of the parameters involve. Cutting speed is the greater influence to the tool fatigue criterion which is result the performance of the cutting tool. The proved technique opens the door for a new, simple and efficient approach that could be applied to the calibration of other empirical models of machining. Metal-cutting tools Machine-tools Machining 0 0 0 1 20000 20000 2019-09-04 0 TJ1186 .F35 2010 rs Bc. 0000054065 2019-09-04 00:00:00 1 2019-09-04 PSM 0 0 0 1 20000 20000 2019-09-04 0 CD 5048 | TJ1186 .F35 2010 rs Bc. 0000054066 2019-09-04 00:00:00 1 2019-09-04 PSM VIRTUA40 2356 2362 VTLSSORT0080*0200*0400*0900*1000*2450*2460*2600*3000*5020*5040*5200*6500*6501*6502*9992