By P. M. Diaz, K. Palanikumar, Puli Ravi Kumar

ISBN-10: 3038351482

ISBN-13: 9783038351481

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The frictionreduction and anti-wear behaviours are dependent on the characteristics of nano particles, such as size, shape, and concentration. Chinas-Castillo and Spikes [27] 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. [12] Cybenko,G. 1989, ‘ Approximations of superposition of sigmoidal function’. Mathematics of control, signal and systems Volume 2; Pages 303- 314. [13] 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.

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Modern Achievements and Developments in Manufacturing and Industry by P. M. Diaz, K. Palanikumar, Puli Ravi Kumar


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