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2023 | OriginalPaper | Chapter

Rheological Characteristics and Optimization of Novel TiO₂-POE Nanolubricant Using Response Surface Method (RSM) for Air Conditioning System Compressor Application

Authors : Agus Nugroho, Rizalman Mamat, Zhang Bo, Wan Azmi Wan Hamzah, Mohd Fairusham Ghazali, Talal Yusaf

Published in: Proceedings of the 2nd Energy Security and Chemical Engineering Congress

Publisher: Springer Nature Singapore

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Abstract

This study aims to determine the viscosity characteristics of TiO₂-Polyolester (POE) nanolubricant and optimize it for heat transfer applications in compressor air conditioning systems. A magnetic stirrer was used to mix TiO₂ and POE lubricant for 30 min. The nanolubricant was then ultrasonicated with a probe for 120 min to stabilize the TiO₂-POE nanolubricant. There were seven different types of samples examined in this study, with concentrations of 0, 0.05, 0.15, 0.25, 0.35, 0.45, and 0.85 vol%. Rotational Rheolab QC was used to quantify viscosity from 30 to 90 °C. The viscosity of nanolubricant augmented as the proportion of nanolubricant increased. In contrast, when the test temperature rises, the viscosity drops. The greatest viscosity rise was 56.657% at 0.85 vol% at 80 °C, while the lowest viscosity increase was 0.029% at 0.05% at 30 °C. Based on the Response Surface Approach, optimization using the Multivariable Functions Optimization (MBFO) method with the Central Composite Design (CCD) type. The uncertainty analysis was also performed in this study. The most optimum dynamic viscosity is 34.8098 mPa s. At a temperature of 60 °C, this condition was achieved in samples with a concentration of 0.45 vol%.

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Duan C, He R, Li S, Shao M, Yang R, Tao L et al (2019) Exploring the friction and wear behaviors of Ag-Mo hybrid modified thermosetting polyimide composites at high temperature. Friction 8(5):893–904. https://doi.org/10.1007/s40544-019-0306-2CrossRef

Meng Y, Xu J, Jin Z, Prakash B, Hu Y (2020) A review of recent advances in tribology. Friction 8(2):221–300. https://doi.org/10.1007/s40544-020-0367-2CrossRef

Zhang Y, Li P, Ji L, Liu X, Wan H, Chen L et al (2020) Tribological properties of MoS2 coating for ultra-long wear-life and low coefficient of friction combined with additive g-C3N4 in air. Friction 9(4):789–801. https://doi.org/10.1007/s40544-020-0374-3CrossRef

Biswas OF, Sen A, Kibria G, Doloi B, Bhattacharyya B (2020) Parametric analysis on surface roughness of micro-channel by fiber laser milling on zirconia (ZrO2). Advances in materials and manufacturing engineering. Lecture notes in mechanical engineering. pp 91–7

Mijušković G, Cica D (2021) Investigation, modeling, and optimization of surface roughness in micro-milling of graphite electrodes. Int J Adv Manuf Technol 117(1–2):579–590. https://doi.org/10.1007/s00170-021-07762-4CrossRef

Wang Z, Fan Z, Chen X, Kang Y, Cheng J, Chen W (2021) Modeling and experimental analysis of roughness effect on ultrasonic nondestructive evaluation of micro-crack. Chinese J Mech Eng 34(1). https://doi.org/10.1186/s10033-021-00637-5

Marcucci Pico DF, da Silva LRR, Hernandez Mendoza OS, Bandarra Filho EP (2020) Experimental study on thermal and tribological performance of diamond nanolubricants applied to a refrigeration system using R32. Int J Heat Mass Transfer 152:119493. https://doi.org/10.1016/j.ijheatmasstransfer.2020.119493

Sai Pinni K, Katarkar AS, Bhaumik S (2020) A review on the heat transfer characteristics of nanomaterials suspended with refrigerants in refrigeration systems. Mater Today: Proc. https://doi.org/10.1016/j.matpr.2020.11.389

Senthilkumar A, Anderson A (2020) Experimental investigation of Sio2 nanolubricants for R410A vapour compression refrigeration system. Mater Today Proc. https://doi.org/10.1016/j.matpr.2020.09.659

10.

Sanukrishna SS, Vishnu S, Krishnakumar TS, Jose PM (2018) Effect of oxide nanoparticles on the thermal, rheological and tribological behaviours of refrigerant compressor oil: an experimental investigation. Int J Refrig 90:32–45. https://doi.org/10.1016/j.ijrefrig.2018.04.006CrossRef

11.

Rajendhran N, Palanisamy S, Shyma AP, Venkatachalam R (2018) Enhancing the thermophysical and tribological performance of gear oil using Ni-promoted ultrathin MoS2 nanocomposites. Tribol Int 124(February):156–168. https://doi.org/10.1016/j.triboint.2018.03.030CrossRef

12.

Zin V, Agresti F, Barison S, Litti L, Fedele L, Meneghetti M et al (2018) Effect of external magnetic field on tribological properties of goethite (a-FeOOH) based nanofluids. Tribol Int 127:341–350. https://doi.org/10.1016/j.triboint.2018.06.023CrossRef

13.

Sharif MZ, Azmi WH, Redhwan AAM, Mamat R (2016) Investigation of thermal conductivity and viscosity of Al2O3/PAG nanolubricant for application in automotive air conditioning system. Int J Refrig 70:93–102. https://doi.org/10.1016/j.ijrefrig.2016.06.025CrossRef

14.

Zawawi NNM, Azmi WH, Redhwan AAM, Sharif MZ, Samykano M (2018) Experimental investigation on thermo-physical properties of metal oxide composite nanolubricants. Int J Refrig 89:11–21. https://doi.org/10.1016/j.ijrefrig.2018.01.015CrossRef

15.

Babarinde TO, Akinlabi SA, Madyira DM, Ekundayo FM (2020) Enhancing the energy efficiency of vapour compression refrigerator system using R600a with graphene nanolubricant. Energy Rep 6:1–10. https://doi.org/10.1016/j.egyr.2019.11.031CrossRef

16.

Lingamdinne LP, Choi JS, Choi YL, Chang YY, Yang JK, Karri RR et al (2020) Process modeling and optimization of an iron oxide immobilized graphene oxide gadolinium nanocomposite for arsenic adsorption. J Mol Liq. 299:112261. https://doi.org/10.1016/j.molliq.2019.112261

17.

Fazeli I, Sarmasti Emami MR, Rashidi A (2021) Investigation and optimization of the behavior of heat transfer and flow of MWCNT-CuO hybrid nanofluid in a brazed plate heat exchanger using response surface methodology. Int Commun Heat Mass Transfer. 122:105175. https://doi.org/10.1016/j.icheatmasstransfer.2021.105175

18.

Nugroho A, Bo Z, Mamat R, Azmi WH, Najafi G, Khoirunnisa F (2021) Extensive examination of sonication duration impact on stability of Al₂O₃-Polyol ester nanolubricant. Int Commun Heat Mass Transfer 126:105418. https://doi.org/10.1016/j.icheatmasstransfer.2021.105418CrossRef

19.

Nabil MF, Azmi WH, Hamid KA, Mamat R (2018) Experimental investigation of heat transfer and friction factor of TiO₂-SiO₂ nanofluids in water: ethylene glycol mixture. Int J Heat Mass Transf 124:1361–1369. https://doi.org/10.1016/j.ijheatmasstransfer.2018.04.143CrossRef

20.

Ali MKA, Xianjun H (2020) Colloidal stability mechanism of copper nanomaterials modified by ionic liquid dispersed in polyalphaolefin oil as green nanolubricants. J Colloid Interface Sci 578:24–36. https://doi.org/10.1016/j.jcis.2020.05.092CrossRef

21.

Xian HW, Sidik NAC, Saidur R (2020) Impact of different surfactants and ultrasonication time on the stability and thermophysical properties of hybrid nanofluids. Int Commun Heat Mass Transfer 110. https://doi.org/10.1016/j.icheatmasstransfer.2019.104389

22.

Azima M, Başaran Bundur Z (2020) Bio-derived rheology modifying agents for cement-based materials. Rheology and processing of construction materials. RILEM Bookseries, pp 79–86

23.

Ekstrand EM, Svensson BH, Safaric L, Bjorn A (2020) Viscosity dynamics and the production of extracellular polymeric substances and soluble microbial products during anaerobic digestion of pulp and paper mill wastewater sludges. Bioprocess Biosyst Eng 43(2):283–291. https://doi.org/10.1007/s00449-019-02224-4CrossRef

24.

Jeong J, Chuta E, Ramézani H, Guillot S (2019) Rheological properties for fresh cement paste from colloidal suspension to the three-element Kelvin-Voigt model. Rheol Acta 59(1):47–61. https://doi.org/10.1007/s00397-019-01171-xCrossRef

25.

Zawawi N, Azmi W, Redhwan A, Sharif M, Sharma KJijor (2017) Thermo-physical properties of Al₂O₃-SiO₂/PAG composite nanolubricant for refrigeration system, vol 80, pp 1–10

26.

Mahapatra APK, Saraswat R, Botre M, Paul B, Prasad N (2020) Application of response surface methodology (RSM) in statistical optimization and pharmaceutical characterization of a patient compliance effervescent tablet formulation of an antiepileptic drug levetiracetam. Future J Pharm Sci 6(1). https://doi.org/10.1186/s43094-020-00096-0

27.

Singh Y, Singh J, Sharma S, Aggarwal V, Pruncu CI (2021) Multi-objective optimization of Kerf-taper and surface-roughness quality characteristics for cutting-operation on coir and carbon fibre reinforced epoxy hybrid polymeric composites during CO₂-pulsed laser-cutting using RSM. Lasers Manuf Mater Process 8(2):157–182. https://doi.org/10.1007/s40516-021-00142-6CrossRef

28.

Saedodin S, Kashefi MH, Bahrami Z (2019) Experimental study on the rheological behavior of nanolubricant-containing MCM-41 nanoparticles with viscosity measurement. J Therm Anal Calorim 137(5):1499–1511. https://doi.org/10.1007/s10973-019-08074-2CrossRef

29.

Ali MKA, Hou X, Abdelkareem MAA (2019) Anti-wear properties evaluation of frictional sliding interfaces in automobile engines lubricated by copper/graphene nanolubricants. Friction 8(5):905–916. https://doi.org/10.1007/s40544-019-0308-0CrossRef

30.

Kedzierski MA (2013) Viscosity and density of aluminum oxide nanolubricant. Int J Refrig 36(4):1333–1340. https://doi.org/10.1016/j.ijrefrig.2013.02.017CrossRef

31.

Ali A, Ilyas SU, Garg S, Alsaady M, Maqsood K, Nasir R et al (2020) Dynamic viscosity of Titania nanotubes dispersions in ethylene glycol/water-based nanofluids: experimental evaluation and predictions from empirical correlation and artificial neural network. Int Commun Heat Mass Transfer 118(September):104882. https://doi.org/10.1016/j.icheatmasstransfer.2020.104882

32.

Thriveni K, Mahanthesh B (2021) Significance of variable fluid properties on hybrid nanoliquid flow in a micro-annulus with quadratic convection and quadratic thermal radiation: response surface methodology. Int Commun Heat Mass Transfer 124:105264. https://doi.org/10.1016/j.icheatmasstransfer.2021.105264

33.

Hemmat Esfe M, Goodarzi M, Reiszadeh M, Afrand M (2019) Evaluation of MWCNTs-ZnO/5W50 nanolubricant by design of an artificial neural network for predicting viscosity and its optimization. J Mol Liq 277:921–931. https://doi.org/10.1016/j.molliq.2018.08.047CrossRef

34.

Pinto F, de Barros DPC, Reis C, Fonseca LP (2019) Optimization of nanostructured lipid carriers loaded with retinoids by central composite design. J Molecular Liq. 293. https://doi.org/10.1016/j.molliq.2019.111468

Title: Rheological Characteristics and Optimization of Novel TiO2-POE Nanolubricant Using Response Surface Method (RSM) for Air Conditioning System Compressor Application
Authors: Agus Nugroho
Rizalman Mamat
Zhang Bo
Wan Azmi Wan Hamzah
Mohd Fairusham Ghazali
Talal Yusaf
Publisher: Springer Nature Singapore
Book: Proceedings of the 2nd Energy Security and Chemical Engineering Congress
Print ISBN: 978-981-19-4424-6

Electronic ISBN: 978-981-19-4425-3

Copyright Year: 2023
DOI: https://doi.org/10.1007/978-981-19-4425-3_14