[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"ssr-repo-dspace000006014":3,"ssr-repo-divisions":78,"menu-footer-id":264,"menu-main-id":325},{"id":4,"title":5,"authors":6,"files":8,"advisors":35,"authors_detail":36,"advisors_detail":40,"publisher":41,"publish_place":42,"language":43,"type":44,"type_slug":45,"year":46,"department":47,"study_program":48,"keywords":49,"keywords_detail":58,"abstract":75,"abstract_html":76,"url":77},"repo-dspace000006014","E-Smart PJU Berbasis Website dengan Visualisasi Maps Digital",[7],"Muhammad Fadhil Dwitama",[9,13,16,19,23,26,29,32],{"chapter":10,"requires_login":11,"label":12,"available":11},"abstrak",false,"Abstrak",{"chapter":14,"requires_login":11,"label":15,"available":11},"bab1","Bab I",{"chapter":17,"requires_login":11,"label":18,"available":11},"bab2","Bab II",{"chapter":20,"requires_login":21,"label":22,"available":11},"bab3",true,"Bab III",{"chapter":24,"requires_login":21,"label":25,"available":11},"bab4","Bab IV",{"chapter":27,"requires_login":21,"label":28,"available":11},"bab5","Bab V",{"chapter":30,"requires_login":21,"label":31,"available":11},"full","Dokumen Lengkap",{"chapter":33,"requires_login":11,"label":34,"available":21},"open","Akses Terbuka",[],[37],{"name":7,"nim":38,"slug":39},"2141160092","muhammad-fadhil-dwitama",[],"Politeknik Negeri Malang","Malang","Indonesia","Skripsi (D4)","skripsi-d4",2025,"D-IV JARINGAN TELEKOMUNIKASI DIGITAL",null,[50,51,52,53,54,55,56,57],"PJU","IoT","Raspberry Pi","LDR","PZEM-004T","YOLO","Leaflet","Smart Lighting",[59,61,63,65,67,69,71,73],{"name":50,"slug":60},"pju",{"name":51,"slug":62},"iot",{"name":52,"slug":64},"raspberry-pi",{"name":53,"slug":66},"ldr",{"name":54,"slug":68},"pzem-004t",{"name":55,"slug":70},"yolo",{"name":56,"slug":72},"leaflet",{"name":57,"slug":74},"smart-lighting","Penerangan Jalan Umum (PJU) merupakan fasilitas penting untuk meningkatkan keselamatan dan kenyamanan pengguna jalan, khususnya pada malam hari. Namun, masih banyak PJU yang tidak dikelola secara optimal. Hal ini dibuktikan melalui Lantas Polres Kabupaten Malang, 2012, bahwa kasus kecelakaan lalu lintas yang disebabkan oleh penerangan jalan umum yang rusak, yang mengakibatkan 4 orang meninggal dunia dan 7 orang mengalami kecelakaan. Sistem yang dikembangkan tidak hanya berfokus pada kendali PJU berbasis hardware, tetapi juga pada pemantauan real-time melalui website yang terintegrasi dengan peta Leaflet. Penelitian ini menguji akurasi sensor, sinkronisasi data, dan visualisasi informasi agar sistem dapat bekerja andal serta mudah dipantau. Penelitian ini merancang dan mengembangkan sistem E-Smart PJU berbasis IoT yang mengintegrasikan Raspberry Pi, sensor LDR untuk deteksi intensitas cahaya, sensor arus PZEM-004T untuk pemantauan konsumsi listrik, kamera dengan metode YOLO untuk deteksi kendaraan dan manusia, serta AC Light Dimmer untuk pengaturan intensitas lampu secara otomatis. Sistem ini dilengkapi LCD sebagai penampil status lokal dan website monitoring yang terintegrasi dengan Leaflet Maps untuk menampilkan posisi lampu serta kondisi real-time. Hasil pengujian menunjukkan bahwa sensor LDR memiliki akurasi tinggi dengan rata-rata error 0,62% (akurasi 99,38%), sementara sensor arus PZEM-004T memiliki rata-rata error 14% (akurasi 86%). Model YOLO menunjukkan performa terbaik pada deteksi mobil dengan akurasi 91%, sedangkan motor dan orang juga memiliki akurasi yang cukup tinggi yaitu masing-masing 86%. . Website monitoring berhasil menampilkan data sensor, status lampu, lokasi PJU, serta live camera feed secara real-time. Secara keseluruhan, sistem yang dikembangkan mampu bekerja secara konsisten, responsif, dan sinkron antara perangkat keras dan perangkat lunak, sehingga berpotensi diterapkan sebagai solusi smart PJU untuk meningkatkan efisiensi energi dan keselamatan pengguna jalan.","\u003Cp>Penerangan Jalan Umum (PJU) merupakan fasilitas penting untuk meningkatkan keselamatan dan kenyamanan pengguna jalan, khususnya pada malam hari. Namun, masih banyak PJU yang tidak dikelola secara optimal. Hal ini dibuktikan melalui Lantas Polres Kabupaten Malang, 2012, bahwa kasus kecelakaan lalu lintas yang disebabkan oleh penerangan jalan umum yang rusak, yang mengakibatkan 4 orang meninggal dunia dan 7 orang mengalami kecelakaan. Sistem yang dikembangkan tidak hanya berfokus pada kendali PJU berbasis hardware, tetapi juga pada pemantauan real-time melalui website yang terintegrasi dengan peta Leaflet. Penelitian ini menguji akurasi sensor, sinkronisasi data, dan visualisasi informasi agar sistem dapat bekerja andal serta mudah dipantau. Penelitian ini merancang dan mengembangkan sistem E-Smart PJU berbasis IoT yang mengintegrasikan Raspberry Pi, sensor LDR untuk deteksi intensitas cahaya, sensor arus PZEM-004T untuk pemantauan konsumsi listrik, kamera dengan metode YOLO untuk deteksi kendaraan dan manusia, serta AC Light Dimmer untuk pengaturan intensitas lampu secara otomatis. Sistem ini dilengkapi LCD sebagai penampil status lokal dan website monitoring yang terintegrasi dengan Leaflet Maps untuk menampilkan posisi lampu serta kondisi real-time. Hasil pengujian menunjukkan bahwa sensor LDR memiliki akurasi tinggi dengan rata-rata error 0,62% (akurasi 99,38%), sementara sensor arus PZEM-004T memiliki rata-rata error 14% (akurasi 86%). Model YOLO menunjukkan performa terbaik pada deteksi mobil dengan akurasi 91%, sedangkan motor dan orang juga memiliki akurasi yang cukup tinggi yaitu masing-masing 86%. . Website monitoring berhasil menampilkan data sensor, status lampu, lokasi PJU, serta live camera feed secara real-time. Secara keseluruhan, sistem yang dikembangkan mampu bekerja secara konsisten, responsif, dan sinkron antara perangkat keras dan perangkat lunak, sehingga berpotensi diterapkan sebagai solusi smart PJU untuk meningkatkan efisiensi energi dan keselamatan pengguna jalan.\u003C\u002Fp>","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006014&year=2025&title=e-smart-pju-berbasis-website-dengan-visualisasi-maps-digital",[79,115,142,174,188,213,239,257],{"id":80,"name":81,"slug":82,"count":83,"prodi":84},"MsJu1506001","Administrasi Niaga","administrasi-niaga",3696,[85,90,94,99,103,107,111],{"name":86,"slug":87,"level":88,"count":89},"D-III ADMINISTRASI BISNIS","d-iii-administrasi-bisnis","D-III",1702,{"name":91,"slug":92,"level":88,"count":93},"D-III BAHASA INGGRIS","d-iii-bahasa-inggris",217,{"name":95,"slug":96,"level":97,"count":98},"D-IV BAHASA INGGRIS UNTUK INDUSTRI PARIWISATA","d-iv-bahasa-inggris-untuk-industri-pariwisata","D-IV",24,{"name":100,"slug":101,"level":97,"count":102},"D-IV BAHASA INGGRIS UNTUK KOMUNIKASI BISNIS DAN PROFESIONAL","d-iv-bahasa-inggris-untuk-komunikasi-bisnis-dan-profesional",103,{"name":104,"slug":105,"level":97,"count":106},"D-IV MANAJEMEN PEMASARAN","d-iv-manajemen-pemasaran",1624,{"name":108,"slug":109,"level":97,"count":110},"D-IV PENGELOLAAN ARSIP DAN REKAMAN INFORMASI","d-iv-pengelolaan-arsip-dan-rekaman-informasi",25,{"name":112,"slug":113,"level":48,"count":114},"JURUSAN ADMINISTRASI NIAGA","jurusan-administrasi-niaga",1,{"id":116,"name":117,"slug":118,"count":119,"prodi":120},"MsJu1506002","Akuntansi","akuntansi",3545,[121,125,129,133,137],{"name":122,"slug":123,"level":88,"count":124},"D-III AKUNTANSI","d-iii-akuntansi",1262,{"name":126,"slug":127,"level":97,"count":128},"D-IV AKUNTANSI MANAJEMEN","d-iv-akuntansi-manajemen",1954,{"name":130,"slug":131,"level":97,"count":132},"D-IV KEUANGAN","d-iv-keuangan",315,{"name":134,"slug":135,"level":48,"count":136},"JURUSAN AKUNTANSI","jurusan-akuntansi",11,{"name":138,"slug":139,"level":140,"count":141},"S2 SISTEM INFORMASI AKUNTANSI","s2-sistem-informasi-akuntansi","S2",3,{"id":143,"name":144,"slug":145,"count":146,"prodi":147},"MsJu1506003","Teknik Elektro","teknik-elektro",4394,[148,152,156,160,163,167,171],{"name":149,"slug":150,"level":88,"count":151},"D-III TEKNIK ELEKTRONIKA","d-iii-teknik-elektronika",588,{"name":153,"slug":154,"level":88,"count":155},"D-III TEKNIK LISTRIK","d-iii-teknik-listrik",533,{"name":157,"slug":158,"level":88,"count":159},"D-III TEKNIK TELEKOMUNIKASI","d-iii-teknik-telekomunikasi",534,{"name":47,"slug":161,"level":97,"count":162},"d-iv-jaringan-telekomunikasi-digital",998,{"name":164,"slug":165,"level":97,"count":166},"D-IV SISTEM KELISTRIKAN","d-iv-sistem-kelistrikan",849,{"name":168,"slug":169,"level":97,"count":170},"D-IV TEKNIK ELEKTRONIKA","d-iv-teknik-elektronika",867,{"name":172,"slug":173,"level":140,"count":110},"S2 TEKNIK ELEKTRO","s2-teknik-elektro",{"id":175,"name":176,"slug":177,"count":178,"prodi":179},"MsJu1506004","Teknik Kimia","teknik-kimia",1039,[180,184],{"name":181,"slug":182,"level":88,"count":183},"D-III TEKNIK KIMIA","d-iii-teknik-kimia",507,{"name":185,"slug":186,"level":97,"count":187},"D-IV TEKNOLOGI KIMIA INDUSTRI","d-iv-teknologi-kimia-industri",532,{"id":189,"name":190,"slug":191,"count":192,"prodi":193},"MsJu1506005","Teknik Mesin","teknik-mesin",3198,[194,198,202,206,210],{"name":195,"slug":196,"level":88,"count":197},"D-III TEKNIK MESIN","d-iii-teknik-mesin",1875,{"name":199,"slug":200,"level":88,"count":201},"D-III TEKNOLOGI PEMELIHARAAN PESAWAT UDARA","d-iii-teknologi-pemeliharaan-pesawat-udara",82,{"name":203,"slug":204,"level":97,"count":205},"D-IV TEKNIK MESIN PRODUKSI dan PERAWATAN","d-iv-teknik-mesin-produksi-dan-perawatan",649,{"name":207,"slug":208,"level":97,"count":209},"D-IV TEKNIK OTOMOTIF ELEKTRONIK","d-iv-teknik-otomotif-elektronik",591,{"name":211,"slug":212,"level":140,"count":114},"S2 MAGISTER TERAPAN REKAYASA TEKNOLOGI MANUFAKTUR","s2-magister-terapan-rekayasa-teknologi-manufaktur",{"id":214,"name":215,"slug":216,"count":217,"prodi":218},"MsJu1506006","Teknik Sipil","teknik-sipil",2775,[219,223,227,231,235],{"name":220,"slug":221,"level":88,"count":222},"D-III TEKNIK SIPIL","d-iii-teknik-sipil",992,{"name":224,"slug":225,"level":88,"count":226},"D-III TEKNOLOGI KONSTRUKSI JALAN, JEMBATAN, dan BANGUNAN AIR","d-iii-teknologi-konstruksi-jalan-jembatan-dan-bangunan-air",179,{"name":228,"slug":229,"level":88,"count":230},"D-III TEKNOLOGI PERTAMBANGAN","d-iii-teknologi-pertambangan",91,{"name":232,"slug":233,"level":97,"count":234},"D-IV MANAJEMEN REKAYASA KONSTRUKSI","d-iv-manajemen-rekayasa-konstruksi",1434,{"name":236,"slug":237,"level":97,"count":238},"D-IV TEKNOLOGI REKAYASA KONSTRUKSI JALAN DAN JEMBATAN","d-iv-teknologi-rekayasa-konstruksi-jalan-dan-jembatan",79,{"id":240,"name":241,"slug":242,"count":243,"prodi":244},"MsJu1506007","Teknologi Informasi","teknologi-informasi",2300,[245,249,253],{"name":246,"slug":247,"level":88,"count":248},"D-III MANAJEMEN INFORMATIKA","d-iii-manajemen-informatika",694,{"name":250,"slug":251,"level":97,"count":252},"D-IV SISTEM INFORMASI BISNIS","d-iv-sistem-informasi-bisnis",208,{"name":254,"slug":255,"level":97,"count":256},"D-IV TEKNIK INFORMATIKA","d-iv-teknik-informatika",1398,{"id":48,"name":258,"slug":259,"count":260,"prodi":261},"Tanpa prodi","tanpa-prodi",258,[262],{"name":41,"slug":263,"level":48,"count":260},"politeknik-negeri-malang",[265,288,304],[266,272,276,280,284],{"id":267,"parent":268,"target":269,"content":270,"title":270,"url":271},2500,"0","","Polinema Malang","https:\u002F\u002Fpolinema.ac.id\u002F",{"id":273,"parent":268,"target":269,"content":274,"title":274,"url":275},2536,"Bahasa","https:\u002F\u002Fwww.polinema.ac.id\u002Flayanan\u002Funit-pelaksana-teknis\u002Fupt-bahasa\u002F",{"id":277,"parent":268,"target":269,"content":278,"title":278,"url":279},2537,"Humas","https:\u002F\u002Fwww.polinema.ac.id\u002Flayanan\u002Funit-pelaksana-teknis\u002Fupt-humas\u002F",{"id":281,"parent":268,"target":269,"content":282,"title":282,"url":283},2538,"MKU","https:\u002F\u002Fwww.polinema.ac.id\u002Flayanan\u002Funit-pelaksana-teknis\u002Fupt-mku\u002F",{"id":285,"parent":268,"target":269,"content":286,"title":286,"url":287},2539,"Penelitian dan Pengabdian","https:\u002F\u002Fwww.polinema.ac.id\u002Flayanan\u002Funit-pelaksana-teknis\u002Fupt-p2m\u002F",[289,293,297,301],{"id":290,"parent":268,"target":269,"content":291,"title":291,"url":292},2771,"Percetakan","https:\u002F\u002Fwww.polinema.ac.id\u002Flayanan\u002Funit-pelaksana-teknis\u002Fupt-percetakan\u002F",{"id":294,"parent":268,"target":269,"content":295,"title":295,"url":296},2772,"Pemeliharaan dan Perawatan","https:\u002F\u002Fwww.polinema.ac.id\u002Flayanan\u002Funit-pelaksana-teknis\u002Fupt-pp\u002F",{"id":298,"parent":268,"target":269,"content":299,"title":299,"url":300},2773,"Pusat Komputer","https:\u002F\u002Fwww.polinema.ac.id\u002Flayanan\u002Fpuskom\u002F",{"id":217,"parent":268,"target":269,"content":302,"title":302,"url":303},"Job Placement Center","http:\u002F\u002Fjpc.polinema.ac.id\u002F",[305,309,313,317,321],{"id":306,"parent":268,"target":269,"content":307,"title":307,"url":308},2501,"Admisi","http:\u002F\u002Fadmisi.polinema.ac.id\u002F",{"id":310,"parent":268,"target":269,"content":311,"title":311,"url":312},2570,"Alumni","http:\u002F\u002Falumni.polinema.ac.id\u002F",{"id":314,"parent":268,"target":269,"content":315,"title":315,"url":316},2571,"Beasiswa","http:\u002F\u002Fbeasiswa.polinema.ac.id\u002F",{"id":318,"parent":268,"target":269,"content":319,"title":319,"url":320},2572,"LPSE","http:\u002F\u002Flpse.polinema.ac.id\u002Feproc4",{"id":322,"parent":268,"target":269,"content":323,"title":323,"url":324},2574,"Simpeg","https:\u002F\u002Fsimpeg.polinema.ac.id\u002F",[326,385,403,425],{"id":327,"parent":268,"target":269,"content":328,"title":328,"url":329,"children":330,"dropdown":384},2534,"Layanan","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002F",[331,336,340,344,348,352,356,360,364,368,372,376,380],{"id":332,"parent":333,"target":269,"content":334,"title":334,"url":335},2474,"2534","Koleksi Umum","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Fkoleksi-umum\u002F",{"id":337,"parent":333,"target":269,"content":338,"title":338,"url":339},2493,"Sirkulasi","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Fsirkulasi\u002F",{"id":341,"parent":333,"target":269,"content":342,"title":342,"url":343},2475,"Loker","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Floker\u002F",{"id":345,"parent":333,"target":269,"content":346,"title":346,"url":347},2492,"Referensi dan Karya Ilmiah","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Fkoleksi-referensi-dan-laporan-akhir\u002F",{"id":349,"parent":333,"target":269,"content":350,"title":350,"url":351},3792,"Layanan Penelusuran Informasi Secara Online","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Flayanan-penelusuran-informasi-secara-online\u002F",{"id":353,"parent":333,"target":269,"content":354,"title":354,"url":355},4460,"Layanan Keanggotaan","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Flayanan-keanggotaan-2\u002F",{"id":357,"parent":333,"target":269,"content":358,"title":358,"url":359},3745,"Baca Ditempat","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Flayanan-baca-ditempat\u002F",{"id":361,"parent":333,"target":269,"content":362,"title":362,"url":363},2473,"Koleksi Tandon","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Fkoleksi-tandon\u002F",{"id":365,"parent":333,"target":269,"content":366,"title":366,"url":367},3823,"Jasa Silang Layan Perpustakaan","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Fjasa-silang-layan-perpustakaan\u002F",{"id":369,"parent":333,"target":269,"content":370,"title":370,"url":371},3832,"Layanan Multimedia","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Flayanan-multimedia\u002F",{"id":373,"parent":333,"target":269,"content":374,"title":374,"url":375},3834,"Layanan Literasi Informasi","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Flayanan-literasi-informasi\u002F",{"id":377,"parent":333,"target":269,"content":378,"title":378,"url":379},3835,"Layanan Penyedia Dokumen","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Flayanan-penyedia-dokumen\u002F",{"id":381,"parent":333,"target":269,"content":382,"title":382,"url":383},2489,"Administrasi Perpustakaan","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Fadministrasi-perpustakaan\u002F","layanan",{"id":386,"parent":268,"target":269,"content":387,"title":387,"url":388,"children":389,"dropdown":402},2838,"e-Resources","https:\u002F\u002Flibrary.polinema.ac.id\u002Fe-resources\u002Fe-book\u002F",[390,394,398],{"id":391,"parent":392,"target":269,"content":393,"title":393,"url":388},2577,"2838","e-Book",{"id":395,"parent":392,"target":269,"content":396,"title":396,"url":397},2578,"e-Journal","https:\u002F\u002Flibrary.polinema.ac.id\u002Fe-resources\u002Fe-journal\u002F",{"id":399,"parent":392,"target":269,"content":400,"title":400,"url":401},90001,"Open Access","https:\u002F\u002Flibrary.polinema.ac.id\u002Fe-resources\u002Fopen-access\u002F","e-resources",{"id":404,"parent":268,"target":269,"content":405,"title":405,"url":406,"children":407,"dropdown":424},2837,"Informasi","https:\u002F\u002Flibrary.polinema.ac.id\u002Fcategory\u002Fpengumuman\u002F",[408,413,416,420],{"id":409,"parent":410,"target":269,"content":411,"title":411,"url":412},2491,"2837","Jam Layanan","https:\u002F\u002Flibrary.polinema.ac.id\u002Flayanan\u002Fjam-layanan\u002F",{"id":414,"parent":410,"target":269,"content":415,"title":415,"url":406},2766,"Pengumuman",{"id":417,"parent":410,"target":269,"content":418,"title":418,"url":419},2514,"Berita","https:\u002F\u002Flibrary.polinema.ac.id\u002Fcategory\u002Fberita\u002F",{"id":421,"parent":410,"target":269,"content":422,"title":422,"url":423},2515,"Artikel","https:\u002F\u002Flibrary.polinema.ac.id\u002Fcategory\u002Fartikel\u002F","informasi",{"id":426,"parent":268,"target":269,"content":427,"title":427,"url":428,"children":429,"dropdown":459},2482,"Profil","https:\u002F\u002Flibrary.polinema.ac.id\u002Fprofil\u002F",[430,435,439,443,447,451,455],{"id":431,"parent":432,"target":269,"content":433,"title":433,"url":434},2483,"2482","Sejarah","https:\u002F\u002Flibrary.polinema.ac.id\u002Fprofil\u002Fsejarah\u002F",{"id":436,"parent":432,"target":269,"content":437,"title":437,"url":438},2487,"Visi, Misi dan Tujuan","https:\u002F\u002Flibrary.polinema.ac.id\u002Fprofil\u002Fvisi-misi-dan-tujuan\u002F",{"id":440,"parent":432,"target":269,"content":441,"title":441,"url":442},2484,"Staf Perpustakaan","https:\u002F\u002Flibrary.polinema.ac.id\u002Fprofil\u002Fstaf-perpustakaan\u002F",{"id":444,"parent":432,"target":269,"content":445,"title":445,"url":446},2485,"Struktur Organisasi Perpustakaan","https:\u002F\u002Flibrary.polinema.ac.id\u002Fprofil\u002Fstruktur-organisasi-perpustakaan\u002F",{"id":448,"parent":432,"target":269,"content":449,"title":449,"url":450},2486,"Tata Tertib","https:\u002F\u002Flibrary.polinema.ac.id\u002Fprofil\u002Ftata-tertib\u002F",{"id":452,"parent":432,"target":269,"content":453,"title":453,"url":454},3705,"Statistik","https:\u002F\u002Flibrary.polinema.ac.id\u002Fprofil\u002Fstatistik\u002F",{"id":456,"parent":432,"target":269,"content":457,"title":457,"url":458},4990,"Standard Operating Procedure (SOP)","https:\u002F\u002Flibrary.polinema.ac.id\u002Fprofil\u002Fstandard-operating-procedure-sop-2\u002F","profil"]