Inovasi Sistem Electronic Nose untuk Monitoring Kualitas Oli dan Deteksi Dini Kerusakan Ring Piston pada Mesin Kapal Nelayan (Studi Kasus: Kampung Nelayan Desa Kronjo)
DOI:
https://doi.org/10.55123/insologi.v4i4.5700Keywords:
Electronic Nose Sensor, Oil Quality, Fishing Vessel EngineAbstract
Electronic Nose system to optimize fishing vessel engine maintenance through in situ oil quality monitoring. This system integrates four gas sensors (TGS 813, TGS 822, TGS 2600, TGS 2602) with a DC pump and Arduino Uno, enabling early detection of piston ring damage without disassembling the engine. It detects volatile compounds in the oil, such as heavy metals and acidic substances caused by piston friction, using the iontophoresis method.Sensor readings for normal piston rings are: TGS2600 (410–600 mV), TGS2602 (200–210 mV), TGS813 (55–60 mV), TGS822 (70–110 mV); for worn rings: TGS2600 (540–730 mV), TGS2602 (330–350 mV), TGS813 (100–107 mV), TGS822 (90–150 mV); and for scratched rings: TGS2600 (480–690 mV), TGS2602 (220–245 mV), TGS813 (80–90 mV), TGS822 (100–200 mV).With real-time damage detection, this technology reduces repair time, cuts operational costs, and extends engine life. Additionally, it supports lower carbon emissions and oil waste, contributing to environmental sustainability. The adoption of Nautical Guardian is expected to improve the productivity and income of fishermen, particularly in Kronjo Fishing Village, Tangerang City
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Adelkhani, A., and Daneshkhah, E. 2025. Investigation of Engine Lubrication Oil Quality Using a Support Vector Machine and Electronic Nose. Machines, 13(2), p.121.
Agocs, A., Nagy, A. L., Ristic, A., Tabakov, Z. M., Raffai, P., Besser, C., and Frauscher, M. 2023. Oil Degradation Patterns in Diesel and Petrol Engines Observed in the Field—An Approach Applying Mass Spectrometry. Lubricants, 11(9), p.404.
Ali, M. K. A., Ezzat, F. M., Abd El-Gawwad, K. A., & Salem, M. M. M. (2017). Effect of lubricant contaminants on tribological characteristics during boundary lubrication reciprocating sliding. arXiv preprint arXiv:1710.04448.
Belopukhov, V., Blinov, A., Borovik, S., Luchsheva, M., Muhutdinov, F., Podlipnov, P., and Sekisov, Y. 2022. Monitoring metal wear particles of friction pairs in the oil systems of gas turbine power plants. Energies, 15(13), p.4896.
Galbi, M. and Ishak, A., 2016. Prediksi penggantian minyak pelumas motor diesel generator set berdasarkan laju perubahan viskositas dan total base number dengan pendekatan linieritas. Bina Teknika, 12(1), pp.111-120
Gao, Y., Pan, X., Xu, S., Liu, Z., Wang, J., Yu, K., Wang, C., Yuan, H. and Wu, S., 2020. Fluorescence-enhanced microfluidic sensor for highly sensitive in-situ detection of copper ions in lubricating oil. Materials & Design, 191, p.108693.
Han, Z., Wang, Y. and Qing, X., 2017. Characteristics study of in-situ capacitive sensor for monitoring lubrication oil debris. Sensors, 17(12):2851-2855.
Hanifuddin, M., 2021. Analisa kerusakan komponen mesin diesel melalui uji fisika kimia minyak lumas API CF-4. Lembaran publikasi minyak dan gas bumi, 45(3):205-210.
Hase, A., 2020. Early detection and identification of fatigue damage in thrust ball bearings by an acoustic emission technique. Lubricants, 8(3), p.37.
Herlambang, M.D., 2022. Detection and Extraction of Aroma Characteristics of Fuel Oil Using Gas Sensors Through Electronic-Nose System. Journal of Technomaterial Physics, 4(2), pp.150-156.
Hermawati, L., Mujiarto, I. and Kundori, S.H., 2020. Analisa Pengukuran Cylinder Liner dan Piston pada Overhoul Diesel Engine. Accurate: Journal of Mechanical Engineering and Science, 1(2), pp.6-12.
Kumar, S. and Kumar, M., 2022. Tribological and mechanical performance of coatings on piston to avoid failure—a review. Journal of Failure Analysis and Prevention, 22(4), pp.1346-1369
Mukhammad, J.A., 2020. Analisis Patahnya Piston Ring Pada Mesin Induk Di Mv. Kt 05 (Doctoral dissertation, Politeknik Ilmu Pelayaran Semarang).
Li, Y., Wu, J. and Guo, Q., 2020. Electromagnetic sensor for detecting wear debris in lubricating oil. IEEE Transactions on Instrumentation and Measurement, 69(5), pp.2533-2541.
Li, Z., Meng, Z. and Gibson, A., 2023. Detection of nonmetallic contaminants in lubricating oil using a microwave rectangular cavity resonator sensor. IEEE Transactions on Instrumentation and Measurement. 72(1):1-10
Liu, Z., Liang, F., Zhai, L. and Meng, X., 2022. A comprehensive experimental study on tribological performance of piston ring–cylinder liner pair. Proceedings of the Institution of Mechanical Engineers, Part J: Journal of Engineering Tribology, 236(1), pp.184-204.
Lu, P., Powrie, H.E., Wood, R.J., Harvey, T.J. and Harris, N.R., 2021. Early wear detection and its significance for condition monitoring. Tribology International, 159, p.106946.
Pirro, D.M., Webster, M. and Daschner, E., 20 16. Lubrication fundamentals, revised and expanded. CRC Press.
Rusdiansyah, R. and Rantau, F., 2018. Sistem Pakar Untuk Mendiagnosa Kerusakan Mesin Sepeda Motor Matic Dengan Metode Forward Chaining. Jurnal Pilar Nusa Mandiri, 14(1), pp.35-42.
Wei, H., Wenjian, C., Shaoping, W. and Tomovic, M.M., 2018. Mechanical wear debris feature, detection, and diagnosis: A review. Chinese Journal of Aeronautics, 31(5), pp.867-882.
Yang, S., Cao, N., and Yu, B. 2023. Wear debris measurement in lubricating oil based on inductive method: A review. Measurement and Control, 56(7-8), pp.1422-1435.
Zhu, X., Zhong, C. and Zhe, J., 2017. Lubricating oil conditioning sensors for online machine health monitoring–A review. Tribology International, 109, pp.473-484.
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