By P. M. Diaz, K. Palanikumar, Puli Ravi Kumar
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Extra info for Modern Achievements and Developments in Manufacturing and Industry
The frictionreduction and anti-wear behaviours are dependent on the characteristics of nano particles, such as size, shape, and concentration. Chinas-Castillo and Spikes  investigated the effect of particle size using gold particles of 5 and 20 nm which showed that gold particles of 20 nm were more effective in reducing friction and wear than gold particles of 5 nm size. This phenomenon might be because the tiny 5 nm sized particles allow more asperities interaction than do the 20 nm sized particles.
S 1997 Elements of Artfifical Neural Network, Cambridge, MA, MIT Press. Nagaraj (2004),’ Determination of Closed Form Solution for Acceptance Sampling Using ANN’, Quality Assurance, Volume 11, Issue 1, Pages 43-61.  Cybenko,G. 1989, ‘ Approximations of superposition of sigmoidal function’. Mathematics of control, signal and systems Volume 2; Pages 303- 314.  Hal,S. Stern. 1996. ‘Neural networks in Applied Statistics’. Technometrics Volume 38 Issue 3 Pages 205-220. Y. Y. 1997, ‘ Constructive algorithms for structure learning in feed-forward neural network for regression problems’, IEEE transactions on neural Networks Volume 8 pages 654-662.
18 N for a particle size of 5-10 nm. 83 N for particle sizes of 15-30 nm and 40-60 nm respectively. Similar phenomenon is visible in Figure 3(c) and Figure 3(d) also; where in the increase in feed force is predominantly seen with the increase in cutting velocity to 234 m/min. 0 mm. 5 m/min. to 234 m/min. 96 times for a particle size of 5-10 nm. 91 times respectively when particle sizes of 15-30 nm and 40-60 nm are used as lubricant. ) 70-90 nm Figure 3 Similar trends are visible when the main cutting forces are measured as shown in Figure 4.
Modern Achievements and Developments in Manufacturing and Industry by P. M. Diaz, K. Palanikumar, Puli Ravi Kumar