<mets:mets OBJID="eprint_31931" LABEL="Eprints Item" xsi:schemaLocation="http://www.loc.gov/METS/ http://www.loc.gov/standards/mets/mets.xsd http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-3.xsd" xmlns:mets="http://www.loc.gov/METS/" xmlns:mods="http://www.loc.gov/mods/v3" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><mets:metsHdr CREATEDATE="2026-07-07T08:24:25Z"><mets:agent ROLE="CUSTODIAN" TYPE="ORGANIZATION"><mets:name>EPrints Universitas Amikom Yogyakarta</mets:name></mets:agent></mets:metsHdr><mets:dmdSec ID="DMD_eprint_31931_mods"><mets:mdWrap MDTYPE="MODS"><mets:xmlData><mods:titleInfo><mods:title>FESTIVAL KREATIVITAS MAHASISWA ELEKTRO DAN&#13;
 INFORMATIKA (FESMARO)</mods:title></mods:titleInfo><mods:name type="personal"><mods:namePart type="given">Bayu Arief</mods:namePart><mods:namePart type="family">Ramadhan</mods:namePart><mods:role><mods:roleTerm type="text">author</mods:roleTerm></mods:role></mods:name><mods:abstract>Universitas  Negeri  Malang  (UM)  menyelenggarakan  festival  kreativitas&#13;
 mahasiswa  elektro  dan  informatika  (FESMARO),  sebuah  kompetisi  teknologi&#13;
 tingkat  nasional  yang  diikuti  oleh  mahasiswa  dari  berbagai  perguruan  tinggi  di&#13;
 Indonesia.  Kompetisi  ini  bertujuan  untuk  mendorong  inovasi  teknologi  yang&#13;
 mendukung  pembangunan  berkelanjutan  (SDGs)  serta  membangun  lingkungan&#13;
 masyarakat  yang  sehat  dan  cerdas.  Salah  satu  kategori  yang  diperlombakan  adalah&#13;
 IoT  Smart  Device,  yang  berfokus  pada  pengembangan  solusi  berbasis  Internet  of&#13;
 Things  (IoT)  untuk  mengatasi  permasalahan  nyata  di  masyarakat  perkotaan.&#13;
 Tahapan  seleksi  dimulai  dari  penilaian  proposal  secara  daring,  yang  dilanjutkan&#13;
 dengan presentasi dan demonstrasi fungsi prototipe di hadapan dewan juri.&#13;
 Dalam  ajang  ini,  tim  dari  Universitas  Amikom  Yogyakarta&#13;
 mengembangkan  inovasi  bernama  AIRIS  (AI-Powered  Indoor  Air  Quality&#13;
 Monitoring).  AIRIS  merupakan  sistem  berbasis  IoT  dan  Deep  Learning  tipe  Long&#13;
 Short-Term  Memory  (LSTM)  yang  dirancang  untuk  menganalisis  pola  kualitas&#13;
 udara  dalam  ruangan  secara  real-time  serta  memberikan  kendali  ventilasi  otomatis&#13;
 guna menjamin kesehatan penghuni.&#13;
 Penelitian  dalam  pengembangan  karya  ini  berfokus  pada  akurasi  prediksi&#13;
 parameter  polutan  (CO2 ,  CO,  PM2.5)  berbasis  Machine  Learning,  serta&#13;
 efektivitas  fitur  kontrol  adaptif  dalam  manajemen  sirkulasi  udara.  Hasil  pengujian&#13;
 menunjukkan  bahwa  integrasi  IoT  dan  algoritma  LSTM  mampu  memberikan&#13;
 prediksi  tren  kualitas  udara  dengan  tingkat  akurasi  tinggi  (RMSE  2.1)  dan  biaya&#13;
 produksi  yang  terjangkau.  Studi  ini  diharapkan  dapat  menjadi  referensi  strategis&#13;
 dalam  pengembangan  teknologi  Smart  Home  yang  mendukung  efisiensi  energi&#13;
 dan mitigasi risiko kesehatan di masa depan.</mods:abstract><mods:classification authority="lcc">000 Ilmu komputer, informasi dan pekerjaan umum</mods:classification><mods:originInfo><mods:dateIssued encoding="iso8061">2026-01-05</mods:dateIssued></mods:originInfo><mods:originInfo><mods:publisher>Universitas AMIKOM Yogyakarta;Fakultas Ilmu Komputer</mods:publisher></mods:originInfo><mods:genre>Thesis</mods:genre></mets:xmlData></mets:mdWrap></mets:dmdSec><mets:amdSec ID="TMD_eprint_31931"><mets:rightsMD ID="rights_eprint_31931_mods"><mets:mdWrap MDTYPE="MODS"><mets:xmlData><mods:useAndReproduction>
<p xmlns="http://www.w3.org/1999/xhtml"><strong>For work being deposited by its own author:</strong> 
In self-archiving this collection of files and associated bibliographic 
metadata, I grant EPrints Universitas Amikom Yogyakarta the right to store 
them and to make them permanently available publicly for free on-line. 
I declare that this material is my own intellectual property and I 
understand that EPrints Universitas Amikom Yogyakarta does not assume any 
responsibility if there is any breach of copyright in distributing these 
files or metadata. (All authors are urged to prominently assert their 
copyright on the title page of their work.)</p>

<p xmlns="http://www.w3.org/1999/xhtml"><strong>For work being deposited by someone other than its 
author:</strong> I hereby declare that the collection of files and 
associated bibliographic metadata that I am archiving at 
EPrints Universitas Amikom Yogyakarta) is in the public domain. If this is 
not the case, I accept full responsibility for any breach of copyright 
that distributing these files or metadata may entail.</p>

<p xmlns="http://www.w3.org/1999/xhtml">Clicking on the deposit button indicates your agreement to these 
terms.</p>
    </mods:useAndReproduction></mets:xmlData></mets:mdWrap></mets:rightsMD></mets:amdSec><mets:fileSec><mets:fileGrp USE="reference"><mets:file ID="eprint_31931_320546_1" SIZE="8995349" OWNERID="https://eprints.amikom.ac.id/id/eprint/31931/2/COVER.pdf" MIMETYPE="application/pdf"><mets:FLocat LOCTYPE="URL" xlink:type="simple" xlink:href="https://eprints.amikom.ac.id/id/eprint/31931/2/COVER.pdf"></mets:FLocat></mets:file></mets:fileGrp><mets:fileGrp USE="reference"><mets:file ID="eprint_31931_320545_1" SIZE="294341" OWNERID="https://eprints.amikom.ac.id/id/eprint/31931/1/BAB%20I.pdf" MIMETYPE="application/pdf"><mets:FLocat LOCTYPE="URL" xlink:type="simple" xlink:href="https://eprints.amikom.ac.id/id/eprint/31931/1/BAB%20I.pdf"></mets:FLocat></mets:file></mets:fileGrp><mets:fileGrp USE="reference"><mets:file ID="eprint_31931_320547_1" SIZE="369276" OWNERID="https://eprints.amikom.ac.id/id/eprint/31931/3/BAB%20II.pdf" MIMETYPE="application/pdf"><mets:FLocat LOCTYPE="URL" xlink:type="simple" xlink:href="https://eprints.amikom.ac.id/id/eprint/31931/3/BAB%20II.pdf"></mets:FLocat></mets:file></mets:fileGrp><mets:fileGrp USE="reference"><mets:file ID="eprint_31931_320548_1" SIZE="1081353" OWNERID="https://eprints.amikom.ac.id/id/eprint/31931/4/BAB%20III.pdf" MIMETYPE="application/pdf"><mets:FLocat LOCTYPE="URL" xlink:type="simple" xlink:href="https://eprints.amikom.ac.id/id/eprint/31931/4/BAB%20III.pdf"></mets:FLocat></mets:file></mets:fileGrp><mets:fileGrp USE="reference"><mets:file ID="eprint_31931_320549_1" SIZE="46107" OWNERID="https://eprints.amikom.ac.id/id/eprint/31931/5/BAB%20IV.pdf" MIMETYPE="application/pdf"><mets:FLocat LOCTYPE="URL" xlink:type="simple" xlink:href="https://eprints.amikom.ac.id/id/eprint/31931/5/BAB%20IV.pdf"></mets:FLocat></mets:file></mets:fileGrp><mets:fileGrp USE="reference"><mets:file ID="eprint_31931_320551_1" SIZE="606486" OWNERID="https://eprints.amikom.ac.id/id/eprint/31931/7/Daftar%20Pustaka%20dan%20Lampiran.pdf" MIMETYPE="application/pdf"><mets:FLocat LOCTYPE="URL" xlink:type="simple" xlink:href="https://eprints.amikom.ac.id/id/eprint/31931/7/Daftar%20Pustaka%20dan%20Lampiran.pdf"></mets:FLocat></mets:file></mets:fileGrp><mets:fileGrp USE="reference"><mets:file ID="eprint_31931_320552_1" SIZE="126582" OWNERID="https://eprints.amikom.ac.id/id/eprint/31931/8/Sourcecode%20-%2022.83.0942.zip" MIMETYPE="application/zip"><mets:FLocat LOCTYPE="URL" xlink:type="simple" xlink:href="https://eprints.amikom.ac.id/id/eprint/31931/8/Sourcecode%20-%2022.83.0942.zip"></mets:FLocat></mets:file></mets:fileGrp></mets:fileSec><mets:structMap><mets:div DMDID="DMD_eprint_31931_mods" ADMID="TMD_eprint_31931"><mets:fptr FILEID="eprint_31931_document_320546_1"></mets:fptr><mets:fptr FILEID="eprint_31931_document_320545_1"></mets:fptr><mets:fptr FILEID="eprint_31931_document_320547_1"></mets:fptr><mets:fptr FILEID="eprint_31931_document_320548_1"></mets:fptr><mets:fptr FILEID="eprint_31931_document_320549_1"></mets:fptr><mets:fptr FILEID="eprint_31931_document_320551_1"></mets:fptr><mets:fptr FILEID="eprint_31931_document_320552_1"></mets:fptr></mets:div></mets:structMap></mets:mets>