Rancang Bangun Sistem Pendeteksi Dini Suhu Lebih Pada Transformator 60 MVA Berbasis Microkontroler Dan Iot Di Gardu Induk 150 KV Surabaya Selatan

setiawan, Riyan agus (2025) Rancang Bangun Sistem Pendeteksi Dini Suhu Lebih Pada Transformator 60 MVA Berbasis Microkontroler Dan Iot Di Gardu Induk 150 KV Surabaya Selatan. Undergraduate thesis, Universitas 17 Agustus 1945 Surabaya.

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Abstract

Pembuatan sistem yang bisa memantau peralaatan tegangan tinggi berbasis AI dan IOT sangat menarik untuk diimplementasikan. Pada penelitian ini, peneliti merancang sistem untuk memantau suhu pada transformator 60 MVA menggunakan kamera thermal AMG 8833. Hasil pemantauan yang dilakukan seara realtime akan diolah untuk mendapatkan fitur persentase warna merah dan persentase warna selain merah. Gambar tersebut akan dijustifikasi oleh AI Single Perceptron apakah termaksud kategori suhu tinggi/berbahaya atau suhu rendah/aman. Selanjutnya informasi tersebut akan dilaporkan kepada petugas menggunakan platfrom Telegram. Hasil klasifikasi data latih menghasilkan akurasi 90% untuk membedakan suhu tinggi/berbahaya dan suhu rendah/aman. Sedangkan akurasi data uji (realtime monitoring sistem) sebesar 100%, sehingga sukses mengurangi mobilitas operator untuk memantau transformator yang semula dilakukan secara langsung menggunakan thermo vision.

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