{ "title": "FESTIVAL KREATIVITAS MAHASISWA ELEKTRO DAN\r\n INFORMATIKA (FESMARO)", "uri": "http:\/\/eprints.amikom.ac.id\/id\/eprint\/31931", "department": "Fakultas Ilmu Komputer", "type": "thesis", "status_changed": "2026-07-06 02:32:33", "dir": "disk0\/00\/03\/19\/31", "userid": 12, "creators": [ { "name": { "lineage": null, "family": "Ramadhan", "given": "Bayu Arief", "honourific": null }, "nim": "22.83.0942" } ], "institution": "Universitas AMIKOM Yogyakarta", "thesis_type": "bachelor", "lastmod": "2026-07-06 02:32:33", "date": "2026-01-05", "keywords": "FESMARO, Internet of Things, Kualitas Udara, Long Short-Term\r\n Memory, Sustainable Development Goals, Air Quality.", "ispublished": "pub", "rev_number": 16, "documents": [ { "pos": 1, "formatdesc": "BAB I", "main": "BAB I.pdf", "content": "published", "docid": 320545, "placement": 2, "format": "text", "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/320545", "mime_type": "application\/pdf", "rev_number": 3, "files": [ { "hash_type": "MD5", "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1134413", "datasetid": "document", "mime_type": "application\/pdf", "hash": "4d43770094cf3c763a173980c88dfc72", "fileid": 1134413, "filename": "BAB I.pdf", "mtime": "2026-07-06 02:14:43", "objectid": 320545, "filesize": 294341 } ], "eprintid": 31931, "language": "id", "security": "public" }, { "formatdesc": "COVER", "pos": 2, "placement": 1, "content": "published", "main": "COVER.pdf", "docid": 320546, "format": "text", "rev_number": 3, "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/320546", "mime_type": "application\/pdf", "files": [ { "mtime": "2026-07-06 02:14:44", "filesize": 8995349, "objectid": 320546, "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1134415", "datasetid": "document", "mime_type": "application\/pdf", "hash": "583a60b5f765fbe4ff76affb21c67a22", "hash_type": "MD5", "fileid": 1134415, "filename": "COVER.pdf" } ], "security": "public", "eprintid": 31931, "language": "id" }, { "files": [ { "filename": "BAB II.pdf", "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1134417", "mime_type": "application\/pdf", "datasetid": "document", "hash": "a2c2f9a07686abdc50010aac651dc40c", "hash_type": "MD5", "fileid": 1134417, "filesize": 369276, "objectid": 320547, "mtime": "2026-07-06 02:14:46" } ], "security": "validuser", "language": "id", "eprintid": 31931, "format": "text", "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/320547", "rev_number": 2, "mime_type": "application\/pdf", "formatdesc": "BAB II", "pos": 3, "placement": 3, "main": "BAB II.pdf", "content": "published", "docid": 320547 }, { "docid": 320548, "content": "published", "main": "BAB III.pdf", "placement": 4, "pos": 4, "formatdesc": "BAB III", "mime_type": "application\/pdf", "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/320548", "rev_number": 2, "format": "text", "language": "id", "eprintid": 31931, "security": "validuser", "files": [ { "filename": "BAB III.pdf", "mime_type": "application\/pdf", "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1134419", "hash": "71422b1442fac5941cb48ca3c93f84d0", "datasetid": "document", "hash_type": "MD5", "fileid": 1134419, "filesize": 1081353, "objectid": 320548, "mtime": "2026-07-06 02:14:52" } ] }, { "security": "validuser", "eprintid": 31931, "language": "id", "files": [ { "filename": "BAB IV.pdf", "hash_type": "MD5", "datasetid": "document", "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1134421", "mime_type": "application\/pdf", "hash": "57f1a3ff900c66e1ed6631f573adf7f6", "fileid": 1134421, "objectid": 320549, "filesize": 46107, "mtime": "2026-07-06 02:14:54" } ], "mime_type": "application\/pdf", "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/320549", "rev_number": 2, "format": "text", "placement": 5, "docid": 320549, "content": "published", "main": "BAB IV.pdf", "formatdesc": "BAB IV", "pos": 5 }, { "pos": 7, "formatdesc": "DAFTAR PUSTAKA - LAMPIRAN", "content": "published", "main": "Daftar Pustaka dan Lampiran.pdf", "docid": 320551, "placement": 7, "format": "text", "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/320551", "rev_number": 2, "mime_type": "application\/pdf", "files": [ { "objectid": 320551, "filesize": 606486, "mtime": "2026-07-06 02:15:03", "filename": "Daftar Pustaka dan Lampiran.pdf", "fileid": 1134425, "hash_type": "MD5", "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1134425", "hash": "c0c59916d7781e96ea5219dccdc5a48d", "datasetid": "document", "mime_type": "application\/pdf" } ], "eprintid": 31931, "language": "id", "security": "validuser" }, { "language": "id", "eprintid": 31931, "security": "staffonly", "files": [ { "filesize": 126582, "objectid": 320552, "mtime": "2026-07-06 02:15:05", "filename": "Sourcecode - 22.83.0942.zip", "datasetid": "document", "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1134427", "mime_type": "application\/zip", "hash": "472e10fb86a3a9207612105218d019d6", "hash_type": "MD5", "fileid": 1134427 } ], "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/320552", "rev_number": 2, "mime_type": "application\/zip", "format": "archive", "content": "published", "main": "Sourcecode - 22.83.0942.zip", "docid": 320552, "placement": 8, "pos": 8, "formatdesc": "SOURCE CODE" } ], "divisions": [ "tk" ], "eprintid": 31931, "date_type": "published", "corp_creators": [ "Universitas AMIKOM Yogyakarta" ], "eprint_status": "archive", "subjects": [ "000.000.000A" ], "full_text_status": "restricted", "datestamp": "2026-07-06 02:32:33", "thesis_name": "skripsi", "metadata_visibility": "show", "contributors": [ { "name": { "honourific": null, "given": "Jeki", "family": "Kuswanto", "lineage": null } } ], "abstract": "Universitas Negeri Malang (UM) menyelenggarakan festival kreativitas\r\n mahasiswa elektro dan informatika (FESMARO), sebuah kompetisi teknologi\r\n tingkat nasional yang diikuti oleh mahasiswa dari berbagai perguruan tinggi di\r\n Indonesia. Kompetisi ini bertujuan untuk mendorong inovasi teknologi yang\r\n mendukung pembangunan berkelanjutan (SDGs) serta membangun lingkungan\r\n masyarakat yang sehat dan cerdas. Salah satu kategori yang diperlombakan adalah\r\n IoT Smart Device, yang berfokus pada pengembangan solusi berbasis Internet of\r\n Things (IoT) untuk mengatasi permasalahan nyata di masyarakat perkotaan.\r\n Tahapan seleksi dimulai dari penilaian proposal secara daring, yang dilanjutkan\r\n dengan presentasi dan demonstrasi fungsi prototipe di hadapan dewan juri.\r\n Dalam ajang ini, tim dari Universitas Amikom Yogyakarta\r\n mengembangkan inovasi bernama AIRIS (AI-Powered Indoor Air Quality\r\n Monitoring). AIRIS merupakan sistem berbasis IoT dan Deep Learning tipe Long\r\n Short-Term Memory (LSTM) yang dirancang untuk menganalisis pola kualitas\r\n udara dalam ruangan secara real-time serta memberikan kendali ventilasi otomatis\r\n guna menjamin kesehatan penghuni.\r\n Penelitian dalam pengembangan karya ini berfokus pada akurasi prediksi\r\n parameter polutan (CO2 , CO, PM2.5) berbasis Machine Learning, serta\r\n efektivitas fitur kontrol adaptif dalam manajemen sirkulasi udara. Hasil pengujian\r\n menunjukkan bahwa integrasi IoT dan algoritma LSTM mampu memberikan\r\n prediksi tren kualitas udara dengan tingkat akurasi tinggi (RMSE 2.1) dan biaya\r\n produksi yang terjangkau. Studi ini diharapkan dapat menjadi referensi strategis\r\n dalam pengembangan teknologi Smart Home yang mendukung efisiensi energi\r\n dan mitigasi risiko kesehatan di masa depan." }