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Journal : International Journal of Artificial Intelligence Research

Microcontroller for Temperature Condition Monitoring Systems on Transformers: Enabling Predictive Maintenance for Aviation Amalia, Direstu; Ristumanda, Siti Salbiah; Sunardi, Sunardi; Martadinata, M. Indra
International Journal of Artificial Intelligence Research Vol 9, No 1.1 (2025)
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v9i1.1.1459

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.
Co-Authors Abdullah, Anton Adha Febriansyah Adinda Safura Afriyani, Suci Ryski Nur Akbar Nopriansyah Saputra Alfian Yudiansyah Almuzani, Almuzani Andeni, Afra Nabilah Anggi Nidya Sari Anggi Nidya Sari Anhar, Hazel Aryaputra Anton Abdullah Anton Abdullah Arinda , Nabilah Hasna Arinda, Nabila Hasna Arinda, Nabilah Hasna Ario, Romi Asep M. Soleh Asep Muhammad Soleh Ayu Mas Bagus Arya Dwipa, I Gusti Ngurah Belen Sri H Napitulu Budiarti, Yessy Catra Indra Cahyadi Chandra, Putu Wisnu Ardia Chasanah, An An Noor Darsana, Made Putra Dea Marta Melenia Dedy Kurniadi Dhian Supardam Dwi Cahyono DWI CAHYONO Dwi Lestary Eka Puspitasari Hutahuruk Eliya Eliya Eliya, Eliya Evandri Silitonga Fadli, M. Fadli Fatiha, Hana Fazal, M. Rafli Febiyanti, Herlina Febriansyah, Adha Firata, Moch. Daffa Firdaus, Muhammad Bayu El Fitri Masito Guterres, Bryan Christiano Inigo Hadiansyah, Rangga Handayani, Ni Putu Heni Hans, Hans Yudha Prathama Munthe Hariri, Ahmad Hasniati, Amalia Resky Hermala, Zusnita Hernando, M. Farizi Hernando, M.Farizi Hutahuruk , Eka Puspitasari I Gusti Agung Ayu Mas Oka I Gusti Ayu Mas Oka I.G.A Ayu Mas Oka Idyaningsih, Nining IGAAMOka IGAAMOka Iswadi , Iswadi Jajang Wijaya Jajang, Jajang Wijaya Jasmin Masyirianti Jhellyananda Putri Jhellyananda Putri Keykenanta Meliala, Egia M Rafli Fazal M. Fadli M. Fathar Habillah Maharani, Dwi Diniah Martadinata, M Indra Marthamillenia, Dea Mas, Ayu Masito, Fitri Melenia, Dea Marta Minulya Eska Nugraha Monica Amanda Muhammad Alamsyah Muhammad Iqbal Sukur Pelu Muhammad Khafid Ridwan Muhammad Kristiawan Muhammad Rafli Fazal Muhammad Rafli Fazal Nabilah Hasna Arinda Nabilah Hasna Arinda Ninggarwati Ninggarwati Ninggarwati, Ninggarwati Nisa, Ayu Hoiru Nugraha, Wildan Nurfadila, Wilda Rahmadhianie Nurfitri, Meta Amalia Ocky Soelistyo Pribadi Oka, I Gusti Agung Ayu Mas Oka, I Gusti Ayu Mas Oka, I.G.A Ayu Mas Oke Hendra parjan, parjan Pebriliyana Pebriliyana Pebriliyana, Pebriliyana Pesilette, M Sukri Pesilette, M. Syukri Prabowo, M Dwiky Aditya Pratama, Randa Agusta Puspitasari, Ani Yuli Yanti Putra Darsana, Made Putri, Jhellyananda Putu Wisnu Ardia Raden, Akbar Rahayu, Wulan Widiya Rahmat Riyadi Rahmawaty, Indah Nur Rakha Racahyo Randa Agusta Pratama Randa Agusta Pratama Randa Agusta Pratama Rini Sadiatmi Rio Rizko Rio Rizko Rio Rizko Ririn Anggraini Ririn Anggraini Ristumanda, Siti Salbiah Rizko, Rio Rizkyanti, Fadhilla Nina Safura , Adinda Salbiah, Siti Sari, Anggi Nidya Sasono Mardiono Septiani, Virma Setiyo Setiyo Setiyo, Setiyo Silitonga, Evandri Siti Salbiah Ristumanda SOLEH, ASEP Soleh, Asep Muhamad Sukahir Sukahir Sukahir Sukahir, Sukahir Sunardi Sunardi Sunardi Sunardi Sunardi Sunardi Suprihartini, Yayuk Sutiyo Sutiyo Syahra Putra, Anas Syahwaluddin, Andi Thursina Andayani Trema, Frendy Khan Viktor Suryan, Viktor Virma Septiani Wahyudi Saputra Wahyudi Saputra Wahyudi, Try Sakti Wildan Nugraha Wirawan, Yani Yudha Wulandari, Pegi Yayuk Suprihartini Yeti Komalasari Yudhistira Agung Mahendra