Wireless Sensor Network untuk Deteksi Bencana Banjir Berbasiskan Artificial Intelligence - Capstone
HAYYUL MUQARRABIN

Informasi Umum

Kode

24.04.5486

Klasifikasi

621.382 - Artificial intelligence, Big data. Electrical engineering.

Jenis

Karya Ilmiah - Skripsi (S1) - Reference

Subjek

Design-semiotics

Dilihat

100 kali

Informasi Lainnya

Abstraksi

<div class="textLayer" style="width: 992px; height: 1403px;"><span class="markedContent" id="page6Rmcid0"><span dir="ltr" role="presentation" style="left: 431.683px; top: 124.654px; font-size: 26.6px; font-family: sans-serif; transform: scaleX(1.0373);">ABSTRAK</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid2"><span dir="ltr" role="presentation" style="left: 156.04px; top: 179.461px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.94024);">Banjir merupakan salah satu bencana alam yang sering terjadi di Indonesia dan dapat</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid3"><span dir="ltr" role="presentation" style="left: 120.04px; top: 213.861px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.936528);">menyebabkan kerusakan infrastruktur, properti, serta mengancam nyawa manusia. Faktor</span></span><span class="markedContent" id="page6Rmcid4"><span dir="ltr" role="presentation" style="left: 865.567px; top: 213.861px; font-size: 20px; font-family: sans-serif;">-</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid5"><span dir="ltr" role="presentation" style="left: 120.04px; top: 248.461px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.969517);">faktor pemicu banjir antara lain curah hujan yang tinggi, saluran air yang tersumbat, d</span></span><span class="markedContent" id="page6Rmcid6"><span dir="ltr" role="presentation" style="left: 853.567px; top: 248.461px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.845577);">an</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid7"><span dir="ltr" role="presentation" style="left: 120.04px; top: 282.861px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.939315);">peningkatan air sungai secara mendadak. Untuk mengatasi masalah ini, diperlukan sistem</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid8"><span dir="ltr" role="presentation" style="left: 120.04px; top: 317.461px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.914232);">deteksi banjir yang efektif dan responsif. Penelitian ini mengembangkan sistem deteksi banjir</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid9"><span dir="ltr" role="presentation" style="left: 120.04px; top: 351.861px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.883862);">menggunakan</span></span><span class="markedContent" id="page6Rmcid10"><span dir="ltr" role="presentation" style="left: 232.04px; top: 351.861px; font-size: 20px; font-family: sans-serif;"> </span><span dir="ltr" role="presentation" style="left: 239.633px; top: 351.861px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.921784);">Wireless sensor network</span></span><span class="markedContent" id="page6Rmcid12"><span dir="ltr" role="presentation" style="left: 440.413px; top: 351.861px; font-size: 20px; font-family: sans-serif;"> </span><span dir="ltr" role="presentation" style="left: 448.083px; top: 351.861px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.947842);">(WSN) yang dilengkapi dengan teknolo</span></span><span class="markedContent" id="page6Rmcid13"><span dir="ltr" role="presentation" style="left: 776.967px; top: 351.861px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.999572);">gi</span></span><span class="markedContent" id="page6Rmcid14"><span dir="ltr" role="presentation" style="left: 792.527px; top: 351.861px; font-size: 20px; font-family: sans-serif;"> </span><span dir="ltr" role="presentation" style="left: 800.167px; top: 351.861px; font-size: 20px; font-family: sans-serif; transform: scaleX(1.03233);">Artificial</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid15"><span dir="ltr" role="presentation" style="left: 120.04px; top: 386.461px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.931934);">intelligence</span></span><span class="markedContent" id="page6Rmcid17"><span dir="ltr" role="presentation" style="left: 213.28px; top: 386.461px; font-size: 20px; font-family: sans-serif;"> </span><span dir="ltr" role="presentation" style="left: 219.233px; top: 386.461px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.929166);">(AI). WSN terdiri dari sejumlah sensor nirkabel yang tersebar di area luas untuk</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid18"><span dir="ltr" role="presentation" style="left: 120.04px; top: 420.911px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.953394);">mengumpulkan dan mengirimkan data secara</span></span><span class="markedContent" id="page6Rmcid19"><span dir="ltr" role="presentation" style="left: 506.8px; top: 420.911px; font-size: 20px; font-family: sans-serif;"> </span><span dir="ltr" role="presentation" style="left: 518.083px; top: 420.911px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.964318);">real</span></span><span class="markedContent" id="page6Rmcid20"><span dir="ltr" role="presentation" style="left: 550.317px; top: 420.911px; font-size: 20px; font-family: sans-serif;">-</span></span><span class="markedContent" id="page6Rmcid21"><span dir="ltr" role="presentation" style="left: 556.917px; top: 420.911px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.913101);">time</span></span><span class="markedContent" id="page6Rmcid22"><span dir="ltr" role="presentation" style="left: 591.317px; top: 420.911px; font-size: 20px; font-family: sans-serif; transform: scaleX(1.03216);">. Teknologi AI digunakan untuk</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid23"><span dir="ltr" role="presentation" style="left: 120.04px; top: 455.511px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.916782);">menganalisis data yang dikumpulkan oleh WSN, sehingga mampu mendeteksi potensi banjir</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid24"><span dir="ltr" role="presentation" style="left: 120.04px; top: 489.911px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.897835);">lebih dini dan memberikan peringatan kepada pihak berwenang dan masyarakat.</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid26"><span dir="ltr" role="presentation" style="left: 156.04px; top: 534.511px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.937274);">Solusi yang ditawarkan dalam penelitian ini adalah kombinasi WSN dan AI yang dapat</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid27"><span dir="ltr" role="presentation" style="left: 120.04px; top: 568.911px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.905405);">mengidentifikasi pola cuaca, tingkat ketinggian air, dan perubahan</span></span><span class="markedContent" id="page6Rmcid28"><span dir="ltr" role="presentation" style="left: 649.34px; top: 568.911px; font-size: 20px; font-family: sans-serif;"> </span><span dir="ltr" role="presentation" style="left: 654.117px; top: 568.911px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.90342);">lingkungan lainnya sebagai</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid29"><span dir="ltr" role="presentation" style="left: 120.04px; top: 603.511px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.947504);">indikator utama potensi banjir. Data yang dikumpulkan oleh sensor WSN digunakan untuk</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid30"><span dir="ltr" role="presentation" style="left: 120.04px; top: 637.911px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.907814);">mengkoordinasikan operasi penyelamatan dan evakuasi, serta upaya penanggulangan banjir.</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid31"><span dir="ltr" role="presentation" style="left: 120.04px; top: 672.511px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.926774);">Implementasi sistem ini menunjukkan peningkatan signifi</span></span><span class="markedContent" id="page6Rmcid32"><span dir="ltr" role="presentation" style="left: 586.917px; top: 672.511px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.910098);">kan dalam kemampuan deteksi dini</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid33"><span dir="ltr" role="presentation" style="left: 120.04px; top: 706.911px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.892354);">dan respons terhadap situasi darurat banjir.</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid35"><span dir="ltr" role="presentation" style="left: 156.04px; top: 751.544px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.934628);">Hasil pengujian sistem menunjukkan bahwa integrasi WSN dan AI dapat secara efektif</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid36"><span dir="ltr" role="presentation" style="left: 120.04px; top: 785.944px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.916801);">mengurangi waktu respons dan meningkatkan akurasi deteksi banjir. Dengan memanfaatkan</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid37"><span dir="ltr" role="presentation" style="left: 120.04px; top: 820.544px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.926599);">teknologi ini, diharapkan dapat mengurangi dampak negatif banjir terhadap masyarakat da</span></span><span class="markedContent" id="page6Rmcid38"><span dir="ltr" role="presentation" style="left: 862.167px; top: 820.544px; font-size: 20px; font-family: sans-serif;">n</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid39"><span dir="ltr" role="presentation" style="left: 120.04px; top: 854.944px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.930236);">infrastruktur. Penelitian ini menyimpulkan bahwa penggunaan WSN berbasis AI merupakan</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid40"><span dir="ltr" role="presentation" style="left: 120.04px; top: 889.544px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.906612);">solusi yang potensial untuk deteksi dan mitigasi bencana banjir di Indonesia.</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid42"><span dir="ltr" role="presentation" style="left: 156.04px; top: 933.944px; font-size: 20px; font-family: sans-serif; transform: scaleX(1.07949);">Kata Kunci:</span></span><span class="markedContent" id="page6Rmcid44"><span dir="ltr" role="presentation" style="left: 266.4px; top: 933.944px; font-size: 20px; font-family: sans-serif;"> </span><span dir="ltr" role="presentation" style="left: 275.633px; top: 933.944px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.936567);">Wireless sensor network</span></span><span class="markedContent" id="page6Rmcid45"><span dir="ltr" role="presentation" style="left: 479.683px; top: 933.944px; font-size: 20px; font-family: sans-serif;">,</span></span><span class="markedContent" id="page6Rmcid46"><span dir="ltr" role="presentation" style="left: 484.683px; top: 933.944px; font-size: 20px; font-family: sans-serif;"> </span><span dir="ltr" role="presentation" style="left: 493.883px; top: 933.944px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.995122);">Artificial intelligence</span></span><span class="markedContent" id="page6Rmcid47"><span dir="ltr" role="presentation" style="left: 668.717px; top: 933.944px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.98946);">, Deteksi Banjir, Sistem</span></span><br role="presentation" /> <span class="markedContent" id="page6Rmcid48"><span dir="ltr" role="presentation" style="left: 120.04px; top: 968.544px; font-size: 20px; font-family: sans-serif; transform: scaleX(0.92772);">Deteksi Dini, Bencana Alam</span></span></div>

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