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Table 8 Experimental validation results

From: Optimizing nanoparticle attributes for enhanced anti-wear performance in nano-lubricants

NP material

Hardness (Mohs)

NP concentration (wt%)

WSD (μm)

Predicted

Experimental

% error

CaCO3

3

0.3402

323

328

1.54

TiO2

6

0.2277

327

335

2.44

Al2O3

9

0.1152

346

352

1.73