02044nam a2200265 a 4500 vtls000075683 KUKTEM 20251114204546.0 131021t2012 my da f abm 000 0 eng d THE0006644(Local) 201905161509 amirul 201310211451 nabilah UMP TJ1280 .L35 2012 rs Bc. Lai, Woon Shyz Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid / Lai Woon Shyz Kuantan, Pahang : UMP, 2012 xix, 92 p. : ill. ; 30 cm. + 1 CD-ROM Project paper (Bachelor of Mechanical Engineering (Manufacturing Engineering)) -- Universiti Malaysia Pahang – 2012 Bibliography : p. 69-72 The surface roughness is a variable often used to describe the quality of ground surfaces as well as to evaluate the competitiveness of the overall grinding system. A grinding process was performed on the P20 tool steel by changing the grinding conditions, including the depth of cut, the grinding passes, the type of wheel, and the cutting fluid supply in the experiment. The main objective of the study is to investigate the effect of TiO2 nanofluid on the grinding surface finish and wheel tool life. The 0.1 % volume concentration of the TiO2 nanofluid is prepared as to compare the effectiveness with the water based coolant. The selected specimens undergo SEM to assess the surface integrity of the machined surfaces. ANN prediction models are developed from the collected data.The result showed the reduction of 20 % to 40 % surface roughness value in grinding with TiO2 nanofluid. As conclusion, TiO2 nanofluid exhibits the better grinding surface quality. For recommendation, various machining can be conducted using nanofluid to emphasize better results. Grinding machines Surface roughness Nanofluids 0 0 0 1 20000 20000 2019-09-04 0 TJ1280 .L35 2012 rs Bc. 0000076077 2019-09-04 00:00:00 1 2019-09-04 PSM 0 0 0 1 20000 20000 2019-09-04 0 CD 7300 | TJ1280 .L35 2012 rs Bc. 0000076078 2019-09-04 00:00:00 1 2019-09-04 PSM VIRTUA40 4112 4118 VTLSSORT0080*0200*0400*0900*1000*2450*2600*3000*5020*5040*5200*6500*6501*6502*9992