Microcontroller for Temperature Condition Monitoring Systems on Transformers: Enabling Predictive Maintenance for Aviation

(1) * Direstu Amalia Mail (Politeknik Penerbangan Palembang, Indonesia)
(2) Siti Salbiah Ristumanda Mail (Politeknik Penerbangan Palembang, Indonesia)
(3) Sunardi Sunardi Mail (Politeknik Penerbangan Palembang, Indonesia)
(4) M. Indra Martadinata Mail (Politeknik Penerbangan Palembang, Indonesia)
*corresponding author

Abstract


Airports heavily rely on stable electricity, with transformers as essential components for converting electrical voltage. High temperatures in transformers can cause degradation of the cooling oil, insulation damage, and a reduction in the transformer's lifespan that coul be degrade aviation safety standard. The incident on the transformer at SS2 Sultan Mahmud Badaruddin II Airport in Palembang due to overheating caused a significant impact on airport operations. This research aims to develop microcontroller technology to identify and predict potential issues in critical electrical components, particularly transformers, before failures occur and conduct the system testing. This effort is relevant to a safety strategy based on predictive maintenance to prevent accidents. This research using the fourth stage of the Maxim’s model of R&D method includes planning, development, and testing under conditions that resemble real-life situations. The research began by identifying needs through interviews and observations, which indicated the necessity of monitoring transformer temperature with early notifications and automatic exhaust fan control. The test results show that the system functions well in detecting temperature, activating the exhaust fan when the temperature reaches the threshold, and sending alarm notifications through the Blynk application. Suitability aspect testing indicate that the prototype received a positive response regarding functionality with an average score of 2.67, which falls into the valid feasibility category. It is expected to significantly contribute to developing microcontroller technology in safety, provide databased for predictive maintenance and offer practical solutions for improving the reliability and operational efficiency of electrical distribution systems at airports.


Keywords


Microcontroller, Transformers Monitoring, Monitoring System, Predictive Maintenance, Aviation Safety

   

DOI

https://doi.org/10.29099/ijair.v9i1.1.1459
      

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References


A. Soleh et al., “Pelatihan Teknologi Air Conditioning System Di Lingkungan Bandar Udara,” 2022.

O. Ivanets, I. Morozova, M. Burichenko, and Y. Kvach, “Actual aspects of flight safety on the basis of measuring electrical indicators,” in 31st International Scientific Symposium Metrology and Metrology Assurance, MMA 2021, 2021. doi: 10.1109/MMA52675.2021.9610872.

H. Widiarto, “Analisis Aliran Daya pada Sistem Tenaga Listrik di Bandara Internasional Supadio Menggunakan Software ETAP 19,” Jurnal Inovasi Hasil Penelitian dan Pengembangan. Accessed: Apr. 13, 2024. [Online]. Available: https://www.jurnalp4i.com/index.php/knowledge/article/view/2585/2334

V. Vita, G. Fotis, V. Chobanov, C. Pavlatos, and V. Mladenov, “Predictive Maintenance for Distribution System Operators in Increasing Transformers’ Reliability,” Electronics 2023, Vol. 12, Page 1356, vol. 12, no. 6, p. 1356, Mar. 2023, doi: 10.3390/ELECTRONICS12061356.

C. AJ, M. A. Salam, Q. M. Rahman, F. Wen, S. P. Ang, and W. Voon, “Causes of transformer failures and diagnostic methods – A review,” 2018. doi: 10.1016/j.rser.2017.05.165.

E. T. Mharakurwa, “In-Service Power Transformer Life Time Prospects: Review and Prospects,” 2022. doi: 10.1155/2022/9519032.

M. Catelani, L. Ciani, and M. Venzi, “Failure modes, mechanisms and effect analysis on temperature redundant sensor stage,” Reliab Eng Syst Saf, vol. 180, 2018, doi: 10.1016/j.ress.2018.08.013.

M. Achouch et al., “On Predictive Maintenance in Industry 4.0: Overview, Models, and Challenges,” Applied Sciences 2022, Vol. 12, Page 8081, vol. 12, no. 16, p. 8081, Aug. 2022, doi: 10.3390/APP12168081.

M. Ghassoul, H. Hafedh Ebrahim, and F. Abdul Hussain Yusuf, “A Microcontroller-Based Remote Embedded SCADA Control System With the Aid of a 32-Bit Microcontroller,” American Journal of Embedded Systems and Applications, vol. 7, no. 1, 2019, doi: 10.11648/j.ajesa.20190701.12.

K. Patel, “A Review on an Efficient Monitoring Of Substations Using Microcontroller Based Monitoring System,” International Journal Of Engineering And Computer Science, p. undefined-undefined, May 2016, doi: 10.18535/IJECS/V5I5.36.

T. A. Nugroho, D. Angela, and S. C. Junaedi, “Pengembangan Sensor Mesin Perkakas Berbasis IoT Untuk Mendukung Penerapan Industri 4.0,” Jurnal Telematika, vol. 13, no. 1, pp. 49–54, 2018, doi: 10.61769/TELEMATIKA.V13I1.210.

X. Liu, D. He, G. Lodewijks, Y. Pang, and J. Mei, “Integrated decision making for predictive maintenance of belt conveyor systems,” Reliab Eng Syst Saf, vol. 188, 2019, doi: 10.1016/j.ress.2019.03.047.

S. Kumara, “Manajemen Pemeliharaan Transformator Tegangan Menengah Berbasis Hasil Analisis Gas Terlarut,” Feb. 2020, doi: 10.31219/OSF.IO/GDYP2.

M. T. Tamam, ) Arif, and J. Taufiq, “Penerapan Smart Exhaust Fan pada Produksi Mini Nopia (Mino),” JPPM (Jurnal Pengabdian dan Pemberdayaan Masyarakat), vol. 7, no. 1, pp. 165–169, Mar. 2023, doi: 10.30595/JPPM.V7I1.9954.

D. C. Tranc?, D. Rosner, R. T?t?roiu, S. C. Stegaru, A. Surp??eanu, and M. Peši?, “Precision and linearity of analog temperature sensors for industrial IoT devices,” Proceedings - 17th RoEduNet IEEE International Conference: Networking in Education and Research, RoEduNet 2018, Oct. 2018, doi: 10.1109/ROEDUNET.2018.8514122.

R. F. Maulana, M. A. Ramadhan, W. Maharani, and M. I. Maulana, “Rancang Bangun Sistem Monitoring Suhu dan Kelembapan Berbasis IOT Studi Kasus Ruang Server ITTelkom Surabaya,” Indonesian Journal of Multidisciplinary on Social and Technology, vol. 1, no. 3, pp. 224–231, Jun. 2023, doi: 10.31004/ijmst.v1i3.169.

B. E. Prasetyo et al., “Sistem Monitoring Trafo Distribusi PT.PLN (Persero) Berbasis IoT,” vol. 7, no. 1, pp. 205–210, 2020, doi: 10.25126/jtiik.202071951.

B. Adibintang and B. R. Saputra, “System Control dan Monitoring Suhu pada Sub Distribution Panel (SDP) Berbasis IoT Menggunakan Sensor DHT22 untuk Mengurangi Terjadinya Overheat pada PT.XYZ,” Jurnal Teknik Elektro, vol. 6, no. 2, pp. 12–15, Sep. 2022, Accessed: Dec. 15, 2023. [Online]. Available: https://jurnal.umt.ac.id/index.php/jte/article/view/9778

P. V. Subramanian, V. Boddapati, and S. A. Daniel, “Automated Real-Time Transformer Health Monitoring System Using the Internet of Things (IoT),” Lecture Notes in Mechanical Engineering, pp. 503–511, 2022, doi: 10.1007/978-981-16-5371-1_44.

B. Bryan Adam, H. Priyatman, J. Teknik Elektro, and F. Teknik Universitas Tanjungpura Pontianak, “Sistem Real-time Monitoring Transformator Distribusi Berbasis Internet of Things (IoT),” Journal of Electrical Engineering, Energy, and Information Technology (J3EIT), vol. 7, no. 2, Dec. 2019, doi: 10.26418/J3EIT.V7I2.38083.

H. Mahfoud, O. Moutaoukil, M. Toum Benchekroun, and A. Latif, “Real-Time Predictive Maintenance-Based Process Parameters: Towards an Industrial Sustainability Improvement,” Lecture Notes in Networks and Systems, vol. 931 LNNS, pp. 18–34, 2024, doi: 10.1007/978-3-031-54288-6_3.

M. C. Ramadhan, J. Wiratama, and A. A. Permana, “A PROTOTYPE MODEL ON DEVELOPMENT OF WEB-BASED DECISION SUPPORT SYSTEM FOR EMPLOYEE PERFORMANCE ASSESSMENTS WITH SIMPLE ADDITIVE WEIGHTING METHOD,” JSiI (Jurnal Sistem Informasi), vol. 10, no. 1, pp. 25–32, Mar. 2023, doi: 10.30656/JSII.V10I1.6137.

D. Amalia, R. Hadiansyah, and V. Septiani, “Smart Parking IoT Based: Design and Prototype,” JMKSP (Jurnal Manajemen, Kepemimpinan, dan Supervisi Pendidikan), vol. 7, no. 1, pp. 67–81, Jan. 2022, Accessed: Jun. 28, 2022. [Online]. Available: https://jurnal.univpgri-palembang.ac.id/index.php/JMKSP/article/view/6677

Y. Komalasari, D. Amalia, M. B. El Firdaus, G. E. Prandana, and B. N. Henry, “FIRE BAE Advanced IoT System for Fire Prevention and Real-Time Telegram Notifications,” 2024 3rd International Conference on Creative Communication and Innovative Technology (ICCIT), pp. 1–6, Aug. 2024, doi: 10.1109/ICCIT62134.2024.10701190.

E. Peters and G. K. Aggrey, “An ISO 25010 based quality model for ERP systems,” Advances in Science, Technology and Engineering Systems, vol. 5, no. 2, pp. 578–583, Apr. 2020, doi: 10.25046/aj050272.




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