{"id":111920,"date":"2026-09-22T14:53:22","date_gmt":"2026-09-22T07:53:22","guid":{"rendered":"https:\/\/www.its.ac.id\/news\/?p=111920"},"modified":"2026-09-22T14:53:22","modified_gmt":"2026-09-22T07:53:22","slug":"its-kembangkan-agentic-ai-untuk-mitigasi-jebolnya-tanggul-lumpur-sidoarjo","status":"publish","type":"post","link":"https:\/\/www.its.ac.id\/news\/its-kembangkan-agentic-ai-untuk-mitigasi-jebolnya-tanggul-lumpur-sidoarjo\/","title":{"rendered":"ITS Kembangkan Agentic AI untuk Mitigasi Jebolnya Tanggul Lumpur Sidoarjo"},"content":{"rendered":"<figure id=\"attachment_111921\" aria-describedby=\"caption-attachment-111921\" style=\"width: 720px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-full wp-image-111921\" src=\"https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/dari-kiri-Kurnia-Cahya-Febryanto-SKom-MKom-dan-Irfan-Mirda-ST-MKom-menunjukkan-SIDA-AI-beserta-sensor-dan-UAV-nya.jpeg\" alt=\"\" width=\"720\" height=\"480\" srcset=\"https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/dari-kiri-Kurnia-Cahya-Febryanto-SKom-MKom-dan-Irfan-Mirda-ST-MKom-menunjukkan-SIDA-AI-beserta-sensor-dan-UAV-nya.jpeg 720w, https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/dari-kiri-Kurnia-Cahya-Febryanto-SKom-MKom-dan-Irfan-Mirda-ST-MKom-menunjukkan-SIDA-AI-beserta-sensor-dan-UAV-nya-300x200.jpeg 300w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><figcaption id=\"caption-attachment-111921\" class=\"wp-caption-text\">(dari kiri) Kurnia Cahya Febryanto SKom MKom dan Irfan Mirda ST MKom menunjukkan SIDA-AI beserta sensor dan UAV-nya<\/figcaption><\/figure>\n<blockquote><p><strong>Kampus ITS, ITS News \u2014<\/strong> Dua puluh tahun sejak semburan lumpur panas muncul di Porong, Sidoarjo, pemantauan kondisi tanggul penahan masih menjadi tantangan. Menjawab hal ini, <a href=\"http:\/\/its.ac.id\">Institut Teknologi Sepuluh Nopember (ITS)<\/a> mengembangkan Sidoarjo Disaster Assessment AI (SIDA-AI) yang menggabungkan citra <em>Unmanned Aerial Vehicle<\/em> (UAV) dan sensor <em>Internet of Things<\/em> (IoT).<\/p><\/blockquote>\n<p>Tim pengembang SIDA-AI Kurnia Cahya Febryanto SKom MKom menjelaskan bahwa Pusat Pengendalian Lumpur Sidoarjo (PPLS) mencatat penurunan muka tanah di titik paling rentan mencapai rata-rata 0,5 meter per tahun. Sementara laju di sepanjang tanggul 11 kilometer bervariasi antara 20 sampai 50 sentimeter per tahun. \u201cRisiko diperparah dengan kapasitas alir Kali Porong yang mengalami penyempitan akibat sedimentasi sungai,\u201d beber Kurnia.<\/p>\n<p>Di sisi lain, lanjut Kurnia, pola inspeksi berkala memiliki keterbatasan alami dalam membaca perubahan yang berlangsung perlahan. Pola pemantauan tersebut berpotensi membuat kondisi yang tampak normal seperti jarak bebas menipis, muka air normal, dan prakiraan hujan lebat, sering luput dari deteksi. \u201cGabungan dari kondisi-kondisi tersebut membuatnya semakin berbahaya,\u201d ungkap mahasiswa program doktoral Departemen Teknik Informatika ITS ini.<\/p>\n<figure id=\"attachment_111923\" aria-describedby=\"caption-attachment-111923\" style=\"width: 720px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-111923\" src=\"https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/Kurnia-Cahya-Febryanto-SKom-MKom-menjelaskan-tampilan-interface-SIDA-AI.jpeg\" alt=\"\" width=\"720\" height=\"480\" srcset=\"https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/Kurnia-Cahya-Febryanto-SKom-MKom-menjelaskan-tampilan-interface-SIDA-AI.jpeg 720w, https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/Kurnia-Cahya-Febryanto-SKom-MKom-menjelaskan-tampilan-interface-SIDA-AI-300x200.jpeg 300w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><figcaption id=\"caption-attachment-111923\" class=\"wp-caption-text\">Kurnia Cahya Febryanto SKom MKom menjelaskan tampilan interface SIDA-AI<\/figcaption><\/figure>\n<p>Kondisi tersebut kemudian menjadi dasar pengembangan SIDA-AI yang mengadopsi pendekatan <em>agentic artificial intelligence<\/em> (AI). Sistem ini memadukan citra UAV dan sensor IoT, serta data prakiraan cuaca dan dirancang untuk menghasilkan pemantauan kondisi secara real time. \u201cDengan mengintegrasikan berbagai sumber data, SIDA-AI menghubungkannya dengan faktor lingkungan yang memengaruhi tingkat risiko,\u201d papar Kurnia.<\/p>\n<p>Dalam penerapannya, pengembang perangkat keras SIDA-AI Irfan Mirda ST MKom menguraikan bahwa SIDA-AI dibangun menggunakan arsitektur dua lapis. Lapisan pertama merupakan lapisan persepsi yang terdiri atas sejumlah model deterministik. Lapisan ini berfungsi mengolah data hasil pengamatan untuk mendeteksi berbagai kondisi fisik tanggul, seperti retakan, rembesan, dan saturasi berdasarkan citra UAV.<\/p>\n<figure id=\"attachment_111924\" aria-describedby=\"caption-attachment-111924\" style=\"width: 720px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-111924\" src=\"https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/Pengembang-perangkat-keras-SIDA-AI-Irfan-Mirda-ST-MKom-menjelaskan-citra-UAV-pada-SIDA-AI.jpeg\" alt=\"\" width=\"720\" height=\"480\" srcset=\"https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/Pengembang-perangkat-keras-SIDA-AI-Irfan-Mirda-ST-MKom-menjelaskan-citra-UAV-pada-SIDA-AI.jpeg 720w, https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/Pengembang-perangkat-keras-SIDA-AI-Irfan-Mirda-ST-MKom-menjelaskan-citra-UAV-pada-SIDA-AI-300x200.jpeg 300w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><figcaption id=\"caption-attachment-111924\" class=\"wp-caption-text\">Pengembang perangkat keras SIDA-AI Irfan Mirda ST MKom menjelaskan citra UAV pada SIDA-AI<\/figcaption><\/figure>\n<p>Irfan mengungkapkan bahwa selain mendeteksi kondisi fisik tanggul, lapisan persepsi juga mengolah sejumlah indikator penting lainnya. Dirinya menambahkan bahwa sistem menghitung sisa <em>freeboard <\/em>dan laju penurunan tanah menggunakan metode DEM <em>differencing <\/em>dari citra UAV multitemporal. \u201cSementara itu, sensor IoT digunakan untuk memantau muka air dan pendangkalan Kali Porong secara <em>real-time<\/em>,\u201d jelas Irfan.<\/p>\n<p>Data dan indikator yang dihasilkan lapisan persepsi selanjutnya diproses oleh lapisan kedua, yakni lapisan agentic AI. Irfan menjelaskan bahwa lapisan ini berfungsi mengorkestrasi seluruh indikator yang telah diperoleh sebelumnya. Dengan memanfaatkan model bahasa besar, sistem dapat menilai tingkat risiko pada setiap segmen tanggul sekaligus menyusun rekomendasi tindakan berdasarkan kondisi yang teridentifikasi.<\/p>\n<figure id=\"attachment_111922\" aria-describedby=\"caption-attachment-111922\" style=\"width: 624px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-111922\" src=\"https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/dari-kiri-Tim-pengembang-SIDA-AI-Irfan-Mirda-ST-MKom-dan-Abdullah-Faqih-Septiyanto-SKom-MKom-saat-menerima-penghargaan-Juara-1-BRIN-AIDeaNation-2026.jpeg\" alt=\"\" width=\"624\" height=\"416\" srcset=\"https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/dari-kiri-Tim-pengembang-SIDA-AI-Irfan-Mirda-ST-MKom-dan-Abdullah-Faqih-Septiyanto-SKom-MKom-saat-menerima-penghargaan-Juara-1-BRIN-AIDeaNation-2026.jpeg 624w, https:\/\/www.its.ac.id\/news\/wp-content\/uploads\/sites\/2\/2026\/09\/dari-kiri-Tim-pengembang-SIDA-AI-Irfan-Mirda-ST-MKom-dan-Abdullah-Faqih-Septiyanto-SKom-MKom-saat-menerima-penghargaan-Juara-1-BRIN-AIDeaNation-2026-300x200.jpeg 300w\" sizes=\"(max-width: 624px) 100vw, 624px\" \/><figcaption id=\"caption-attachment-111922\" class=\"wp-caption-text\">(dari kiri) Tim pengembang SIDA-AI Irfan Mirda ST MKom dan Abdullah Faqih Septiyanto SKom MKom saat menerima penghargaan Juara 1 BRIN AIDeaNation 2026<\/figcaption><\/figure>\n<p>Agar rekomendasi yang dihasilkan tetap sesuai dengan standar penanganan yang berlaku, Irfan menuturkan bahwa setiap rekomendasi ditambatkan pada prosedur penanganan\u00a0 PPLS. Mekanisme tersebut menggunakan pendekatan <em>Retrieval-Augmented Generation<\/em> (RAG) guna memastikan SIDA-AI memiliki landasan prosedural yang jelas. Inovasi itu pun telah mendapat pengakuan melalui raihan Juara 1 AIDeaNation 2026 yang diselenggarakan oleh Badan Riset dan Inovasi Nasional (BRIN), beberapa waktu lalu.<\/p>\n<p>Adapun, pengembangan teknologi tersebut sekaligus mendukung upaya ITS dalam mewujudkan <em>Sustainable Development Goals<\/em> (SDGs) poin 11 tentang Kota dan Permukiman Berkelanjutan serta poin 13 tentang Penanganan Perubahan Iklim. Ke depan, tim berharap sistem ini dapat segera diuji dan diimplementasikan bersama PPLS. <strong>(HUMAS ITS)<\/strong><\/p>\n<p><strong>\u00a0<\/strong><\/p>\n<p><strong>Reporter: Naurah Fitri<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kampus ITS, ITS News \u2014 Dua puluh tahun sejak semburan lumpur panas muncul di Porong, Sidoarjo, pemantauan kondisi tanggul penahan masih menjadi tantangan. Menjawab hal ini, Institut Teknologi Sepuluh Nopember (ITS) mengembangkan Sidoarjo Disaster Assessment AI (SIDA-AI) yang menggabungkan citra Unmanned Aerial Vehicle (UAV) dan sensor Internet of Things (IoT). Tim pengembang SIDA-AI Kurnia Cahya [&hellip;]<\/p>\n","protected":false},"author":321,"featured_media":111921,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_joinchat":[],"footnotes":""},"categories":[4007,14,3705,4077,3747],"tags":[],"class_list":["post-111920","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-berita-terkini","category-berita-utama","category-climate-action","category-electics","category-sustainable-cities-communities"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ITS Kembangkan Agentic AI untuk Mitigasi Jebolnya Tanggul Lumpur Sidoarjo - ITS News<\/title>\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\/its-kembangkan-agentic-ai-untuk-mitigasi-jebolnya-tanggul-lumpur-sidoarjo\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ITS Kembangkan Agentic AI untuk Mitigasi Jebolnya Tanggul Lumpur Sidoarjo - ITS News\" \/>\n<meta property=\"og:description\" content=\"Kampus ITS, ITS News \u2014 Dua puluh tahun sejak semburan lumpur panas muncul di Porong, Sidoarjo, pemantauan kondisi tanggul penahan masih menjadi tantangan. Menjawab hal ini, Institut Teknologi Sepuluh Nopember (ITS) mengembangkan Sidoarjo Disaster Assessment AI (SIDA-AI) yang menggabungkan citra Unmanned Aerial Vehicle (UAV) dan sensor Internet of Things (IoT). 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