The Application of Response Surface Methodology in the Investigation of the Tribological Behavior of Palm Cooking Oil Blended in Engine Oil
M. H. Sakinah
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorA. K. Amirruddin
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorCorresponding Author
K. Kadirgama
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Automotive Engineering Research Group (AERG), University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorD. Ramasamy
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorM. M. Rahman
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Automotive Engineering Research Group (AERG), University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorCorresponding Author
M. M. Noor
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Automotive Engineering Research Group (AERG), University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorM. H. Sakinah
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorA. K. Amirruddin
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorCorresponding Author
K. Kadirgama
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Automotive Engineering Research Group (AERG), University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorD. Ramasamy
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorM. M. Rahman
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Automotive Engineering Research Group (AERG), University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorCorresponding Author
M. M. Noor
Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Automotive Engineering Research Group (AERG), University Malaysia Pahang, Pekan, Pahang, Malaysia ump.edu.my
Search for more papers by this authorAbstract
The purpose of this study was to determine the optimal design parameters and to indicate which of the design parameters are statistically significant for obtaining a low coefficient of friction (COF) and low wear rate with waste palm oil blended with SAE 40. The tribology performance was evaluated using a piston-ring-liner contact tester. The design of experiment (DOE) was constructed by using response surface methodology (RSM) to minimize the number of experimental conditions and to develop a mathematical model between the key process parameters such as rotational speeds (200 rpm to 300 rpm), volume concentration (0% to 10% waste oil), and applied loads (2 kg to 9 kg). Analysis of variance (ANOVA) test was also carried out to check the adequacy of the empirical models developed. Scanning electron microscopy (SEM) was used to examine the damage features at the worn surface under lubricant contact conditions.
References
- 1 Pop L., Puşcaş C., Bandur G., Vlase G., and Nuţiu R., Basestock oils for lubricants from mixtures of corn oil and synthetic diesters, Journal of the American Oil Chemists′ Society. (2008) 85, no. 1, 71–76, https://doi.org/10.1007/s11746-007-1156-z, 2-s2.0-37449024368.
- 2 Sadaka S. and Boateng A. A., Pyrolysis and Bio-Oil, Cooperative Extension Service, 2009, US Department of Agriculture and County Governments Cooperating, University of Arkansas, Fayetteville, Ark, USA.
- 3 Ting C.-C. and Chen C.-C., Viscosity and working efficiency analysis of soybean oil based bio-lubricants, Measurement. (2011) 44, no. 8, 1337–1341, https://doi.org/10.1016/j.measurement.2011.04.005.
- 4 Cheenkachorn K. and Fungtammasan B., Development of engine oil using palm oil as a base stock for four-stroke engines, Energy. (2010) 35, no. 6, 2552–2556, https://doi.org/10.1016/j.energy.2010.03.002, 2-s2.0-77953425119.
- 5 Jayed M. H., Masjuki H. H., Saidur R., Kalam M. A., and Jahirul M. I., Environmental aspects and challenges of oilseed produced biodiesel in Southeast Asia, Renewable and Sustainable Energy Reviews. (2009) 13, no. 9, 2452–2462, https://doi.org/10.1016/j.rser.2009.06.023, 2-s2.0-68849129668.
- 6 Syahrullail S., Zubil B. M., Azwadi C. S. N., and Ridzuan M. J. M., Experimental evaluation of palm oil as lubricant in cold forward extrusion process, International Journal of Mechanical Sciences. (2011) 53, no. 7, 549–555, https://doi.org/10.1016/j.ijmecsci.2011.05.002, 2-s2.0-79958222115.
- 7 Kreivaitis R., Gumbyte M., Kazancev K., Padgurskas J., and Makarevičiene V., A comparison of pure and natural antioxidant modified rapeseed oil storage properties, Industrial Crops and Products. (2013) 43, 511–516, https://doi.org/10.1016/j.indcrop.2012.07.071, 2-s2.0-84865406467.
- 8 Balasubramaniam B., Sudalaiyadum Perumal A., Jayaraman J., Mani J., and Ramanujam P., Comparative analysis for the production of fatty acid alkyl esterase using whole cell biocatalyst and purified enzyme from Rhizopus oryzae on waste cooking oil (sunflower oil), Waste Management. (2012) 32, no. 8, 1539–1547, https://doi.org/10.1016/j.wasman.2012.03.011, 2-s2.0-84863201111.
- 9 Kalam M. A., Masjuki H. H., Varman M., and Liaquat A. M., Friction and wear characteristics of waste vegetable oil contaminated lubricants, International Journal of Mechanical and Materials Engineering. (2011) 6, no. 3, 431–436, 2-s2.0-84856393878.
- 10 Zeman A., Sprengel A., Niedermeier D., and Späth M., Biodegradable lubricants—studies on thermo-oxidation of metal-working and hydraulic fluids by differential scanning calorimetry (DSC), Thermochimica Acta. (1995) 268, 9–15, https://doi.org/10.1016/0040-6031(95)02512-x.
- 11 Masjuki H. H. and Maleque M. A., The effect of palm oil diesel fuel contaminated lubricant on sliding wear of cast irons against mild steel, Wear. (1996) 198, no. 1-2, 293–299, https://doi.org/10.1016/0043-1648(96)07208-0, 2-s2.0-0030268075.
- 12
Cesur İ.,
Ayhan V.,
Parlak A.,
Sava O., and
Aydin Z., The effects of different fuels on wear between piston ring and cylinder, Advances in Mechanical Engineering. (2014) 6, 1–8, 503212, https://doi.org/10.1155/2014/503212.
10.1155/2014/503212 Google Scholar
- 13 Montgomery D. C., Design and Analysis of Experiments, 2007, Wiley, New Delhi, India.
- 14 Koshy C. P., Rajendrakumar P. K., and Thottackkad M. V., Evaluation of the tribological and thermo-physical properties of coconut oil added with MoS2 nanoparticles at elevated temperatures, Wear. (2015) 330-331, 288–308, https://doi.org/10.1016/j.wear.2014.12.044.
- 15 Noor M. M., Wandel A. P., and Yusaf T., A review of mild combustion and open furnace design consideration, International Journal of Automotive and Mechanical Engineering. (2012) 6, no. 1, 730–754, https://doi.org/10.15282/ijame.6.2012.6.0060, 2-s2.0-84875407440.
- 16 Mobarak H. M., Niza Mohamad E., Masjuki H. H., Kalam M. A., Al Mahmud K. A. H., Habibullah M., and Ashraful A. M., The prospects of biolubricants as alternatives in automotive applications, Renewable and Sustainable Energy Reviews. (2014) 33, 34–43, https://doi.org/10.1016/j.rser.2014.01.062, 2-s2.0-84894523045.
- 17 Zulkifli N. W. M., Kalam M. A., Masjuki H. H., Shahabuddin M., and Yunus R., Wear prevention characteristics of a palm oil-based TMP (trimethylolpropane) ester as an engine lubricant, Energy. (2013) 54, 167–173, https://doi.org/10.1016/j.energy.2013.01.038, 2-s2.0-84876998419.
- 18 Water in Oil Contamination, http://www.machinerylubrication.com/Read/192/water-contaminant-oil.
- 19 Rajasekhar P., Ganesan G., and Senthilkumar C., Studies on tribological behavior of polyamide filled jute fiber-nano-ZnO hybrid composites, Procedia Engineering. (2014) 97, 2099–2109, https://doi.org/10.1016/j.proeng.2014.12.453.
- 20 Chang B. P., Akil H. M., Affendy M. G., Khan A., and Nasir R. B. M., Comparative study of wear performance of particulate and fiber-reinforced nano-ZnO/ultra-high molecular weight polyethylene hybrid composites using response surface methodology, Materials & Design. (2014) 63, 805–819, https://doi.org/10.1016/j.matdes.2014.06.031, 2-s2.0-84920076949.
- 21 Shahabuddin M., Masjuki H. H., Kalam M. A., Bhuiya M. M. K., and Mehat H., Comparative tribological investigation of bio-lubricant formulated from a non-edible oil source (Jatropha oil), Industrial Crops and Products. (2013) 47, 323–330, https://doi.org/10.1016/j.indcrop.2013.03.026, 2-s2.0-84877031559.