{"id":108253,"date":"2026-04-13T22:52:49","date_gmt":"2026-04-13T15:52:49","guid":{"rendered":"https:\/\/www.its.ac.id\/news\/?p=108253"},"modified":"2026-04-13T22:52:49","modified_gmt":"2026-04-13T15:52:49","slug":"doktor-its-ciptakan-pendeteksi-kerusakan-jalan-berbasis-ai","status":"publish","type":"post","link":"https:\/\/www.its.ac.id\/news\/doktor-its-ciptakan-pendeteksi-kerusakan-jalan-berbasis-ai\/","title":{"rendered":"Doktor ITS Ciptakan Pendeteksi Kerusakan Jalan Berbasis AI"},"content":{"rendered":"
\"Dr
Dr Hani\u2019ah Mahmudah ST MT menunjukkan tampilan pengambilan data visual jalan rusak dibantu oleh sensor kamera yang terpasang pada kendaraan untuk selanjutnya diolah dengan edge device berbasis AI<\/figcaption><\/figure>\n

Kampus ITS, ITS News \u2014<\/strong> Doktor dari Institut Teknologi Sepuluh Nopember (ITS)<\/a> mengembangkan sistem pendeteksi kerusakan jalan menggunakan model Convolutional Neural Network (CNN) pada edge device<\/em>. Melalui risetnya, Dr Hani\u2019ah Mahmudah ST MT meraih gelar doktor pada program studi S3 Departemen Teknik Fisika (DTF) ITS<\/a>, beberapa waktu lalu.<\/p><\/blockquote>\n

Perempuan asal Tulungagung ini menyatakan bahwa riset yang ia lakukan berangkat dari masalah jalan rusak yang membutuhkan penanganan lama dan mahal. Lewat penelitiannya, Hani\u2019ah mengungkapkan bahwa urgensi yang mendasari penelitian ini dimaksudkan untuk menciptakan suatu perangkat deteksi yang otomatis. \u201cOptimasi pendeteksi yang digunakan ini berbasis akal imitasi (AI) untuk mempercepat pengambilan data secara tepat waktu,\u201d jelasnya.<\/p>\n

Menyoroti pengambilan data kerusakan jalan di Indonesia yang masih konvensional, mendorong Hani\u2019ah untuk mengembangkan sistem identifikasi kerusakan jalan yang cepat. Dengan metodologi optimasi dari AI dan kombinasi metode penarikan inferensi sistem yang tinggi, perangkat yang ditawarkan bisa mendeteksi kerusakan jalan secara akurat. \u201cPenelitian ini sudah saya lakukan sebelum mengambil program doktoral,\u201d imbuhnya.<\/p>\n

\"Dr
Dr Hani\u2019ah Mahmudah ST MT saat memaparkan hasil penelitiannya pada sidang promosi doktor Departemen Teknik Fisika ITS<\/figcaption><\/figure>\n

Lebih lanjut, pengambilan data visual jalan menggunakan bantuan foto atau video yang dibantu oleh sensor visual untuk mengidentifikasi kerusakan jalan seperti lubang. Data yang didapat kemudian diolah dengan model CNN melalui iYOLOv7-TPE-SS agar dapat mengidentifikasi objek dengan baik. Hasil identifikasi tersebut kemudian diproses pada platform komputasi AI dengan jenis NVIDIA AGX Orin. Keluaran yang dihasilkan berupa data kerusakan jalan untuk bisa ditindaklanjuti perbaikannya.<\/p>\n

Pada penelitian ini, perempuan kelahiran 16 September 1977 ini memproyeksikan hasil risetnya yang tidak hanya berhenti di lingkungan akademis. Dengan optimasi yang dilakukan, dapat meningkatkan efisiensi biaya pemeliharaan jalan bagi pemerintah dan meningkatkan keselamatan jalan bagi para pengguna. \u201cTak hanya itu, inspeksi jalan yang lebih cepat dan objektif dengan AI juga mendukung terciptanya smart city dan Internet of Vehicles (IoV),\u201d paparnya.<\/p>\n

\"Promotor
Promotor Prof Dr Ir Aulia Siti Aisjah MT (tengah) saat bertanya kepada Dr Hani\u2019ah Mahmudah ST MT pada sidang promosi doktor di Departemen Teknik Fisika ITS<\/figcaption><\/figure>\n

Bersama dengan Guru Besar Teknik Fisika ITS Prof Dr Ir Aulia Siti Aisjah MT sebagai promotor, profesor dari Laboratorium Sistem Tertanam dan Siber-Fisik DTF ITS<\/a> Prof Dr Ir Syamsul Arifin MT, dan dosen Departemen Teknik Sipil ITS Dr Catur Arif Prastyanto ST MEng sebagai co-promotor, perempuan berhijab tersebut tak hanya menunjukkan kebermanfaatan inovasinya yang sistematis. Namun, capaian yang luar biasa selama masa studinya.<\/p>\n

Selama masa studi, Hani\u2019ah telah berhasil mempublikasikan beberapa karya ilmiah bergengsi. Tujuh dari sembilan artikel ilmiah dipublikasi pada Institute of Electrical and Electronics Engineers (IEEE) dengan bidang riset seputar machine learning dan digital signal processing. Hani\u2019ah berkeinginan hasil penelitian yang ia tawarkan ini dapat menggaet mitra terkait untuk mengembangkan inovasinya secara maksimal.<\/p>\n

Hal tersebut menjadi bukti komitmen ITS untuk mendukung terwujudnya Sustainable Development Goals (SDGs). Khususnya pada poin ke-4 tentang Pendidikan Berkualitas; poin ke-9 terkait Industri, Inovasi, dan Infrastruktur; serta poin ke-11 mengenai Kota dan Permukiman Berkelanjutan. (HUMAS ITS)<\/strong><\/p>\n

 <\/p>\n

Reporter: Ahmad Husein Al Qomary<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

Kampus ITS, ITS News \u2014 Doktor dari Institut Teknologi Sepuluh Nopember (ITS) mengembangkan sistem pendeteksi kerusakan jalan menggunakan model Convolutional Neural Network (CNN) pada edge device. Melalui risetnya, Dr Hani\u2019ah Mahmudah ST MT meraih gelar doktor pada program studi S3 Departemen Teknik Fisika (DTF) ITS, beberapa waktu lalu. Perempuan asal Tulungagung ini menyatakan bahwa riset […]<\/p>\n","protected":false},"author":419,"featured_media":108256,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4007,14,4097,3669,3747],"tags":[3561,3233,1746],"class_list":["post-108253","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-berita-terkini","category-berita-utama","category-innovation-and-infrastructure-en-2","category-quality-education","category-sustainable-cities-communities","tag-ary","tag-dan","tag-humas-its"],"yoast_head":"\nDoktor ITS Ciptakan Pendeteksi Kerusakan Jalan Berbasis AI - ITS News<\/title>\n<meta name=\"description\" content=\"Doktor Teknik Fisika ITS kembangkan sistem pendeteksi kerusakan jalan menggunakan model Convolutional Neural Network (CNN) pada edge device.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.its.ac.id\/news\/doktor-its-ciptakan-pendeteksi-kerusakan-jalan-berbasis-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Doktor ITS Ciptakan Pendeteksi Kerusakan Jalan Berbasis AI - 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