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A Comparative Analysis of Time-Series Models of ARIMA and Prophet IoT-Based Flood Forecasting in Sungai Melaka
Mazran Esro
; Siva Kumar Subramaniam
; Tuani Ibrahim, Ahamed Fayeez
; Yogan Jaya Kumar
; Siti Aisyah Anas
; Sujatha Rajkumar
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
Flood prediction is essential for mitigating disasters, especially in low-lying areas. This study presents an IoT-driven flood forecasting system that utilizes ARIMA and Prophet models to predict water levels in Sungai Melaka, Malaysia. Sensor data collected from an IoT-based flood observatory system was used to train and evaluate both models. Performance analysis based on RMSE and MAPE revealed that while ARIMA captures short-term trends, Prophet outperforms it with a lower MAPE of 6% and RMSE...
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1 Sitasi
Simulation-Based Optimization of Resource Allocation in Seasonal Recreational Facilities Using Discrete Event Simulation and Machine Learning
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
The study proposes a simulation-based optimization framework to surmount recreational facility operational inefficiencies via spatial design, guest flow, and staff allocation. Adopting Discrete Event Simulation (DES) and Machine Learning (ML), the research optimizes capacity planning and resource allocation in the face of dynamic seasonal demands. A year's worth of operations data was utilized for statistical distribution modeling of visitor interarrival times in RStudio, categorized into low, r...
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Implementing Lean Manufacturing Using Value Stream Mapping for Automotive Maintenance Efficiency
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
Transportation is very vital to society these days as it provides mobility and maintains economic growth. In January 2022, Indonesia was Southeast Asia's largest auto market. PT Blue Bird Tbk., one of the largest car rental and transportation companies in Indonesia, faced very critical problems involving workshop efficiency and customer satisfaction. This study will optimize the car repair process via the implementation of Lean Manufacturing principles with the Digital Value Stream Mapping (DVSM...
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Workshop Digital Marketing, Inovasi Desain, Katalog dalam Upaya Peningkatan Harga Jual Gerabah di Desa Rendeng, Kecamatan Malo, Kabupaten Bojonegoro
Wulandari, Septi
; Rizka Syahira Ramadhani
; Nadia Salsa Bila
; Fiza Istanti Nur Rosida
; Dimas Syahputra Aidil Laqod
Jurnal Suara Pengabdian 45
Vol 4
, No 3
(2025)
Desa Rendeng Kecamatan Malo Kabupaten Bojonegoro merupakan salah satu desa yang memiliki potensi culture site gerabah. Kerajinan ini telah ada sejak tahun 1930an, produk awal yang dihasilkan berupa bentuk boneka pengantin. Tantangan yang dihadapi pengrajin gerabah meliputi tantangan internal dan tantangan eksternal. Pengabdian masyarakat dilakukan menggunakan metode kualitatif pendekatan partisipatif perajin gerabah yang terlibat dalam merencanakan kegiatan berdasarkan wawancara untuk menelaah p...
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HUBUNGAN KEPUASAN KERJA DENGAN KINERJA PERAWAT DIRUMAH SAKIT SANTA ELISABETH MEDAN TAHUN 2024
JURNAL KEPERAWATAN SISTHANA
Vol 10
, No 2
(2025)
Kinerja perawat merupakan kegiatan perawat dalam mengimplementasikan sebaik-baiknya suatu wewenang, tugas dan tanggung jawabnya pada rangka pencapaian tujuan tugas utama profesi untuk terwujudnya tujuan dan target unit organisasi. Berbagai faktor yang dapat mempengaruhi kinerja perawat yaitu kepuasan kerja. Kepuasan kerja merupakan cerminan perasaan pegawai terhadap pekerjaannya. Tujuan penelitian ini adalah untuk mengidentifikasi Hubungan Kepuasan Kerja dengan Kinerja Perawat di Rumah Sakit San...
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Anthocyanin level and organoleptic preference level of sweet potato (Ipomoea batatas) and red beans (Phaseolus vulgaris) muffin as high anthocyanin snack: Kadar Antosianin dan Tingkat Kesukaan Muffin Ubi Ungu (Ipomoea batatas) dan Kacang Merah (Phaseolus vulgaris) Sebagai Kudapan Tinggi Antosianin
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 10
, No 2
(2025)
Diabetes Mellitus is a metabolic disorder marked by hyperglycemia resulting from the body's failure to synthesize insulin. Nutritional therapy is effective in controlling glucose levels by providing low glycemic index and high in antioxidant foods, including sweet potatoes and red beans. The primary objective of this study was to elucidate the influence of wheat flour replacement with composite flour consisting of sweet potato and red bean flour on anthocyanin content and the sensory preferences...
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Plant based nugget innovation based on oyster mushrooms (Pleurotua ostreatus) and corn flour (Zea mays var amylacea) as high fiber foods: Inovasi Plant Based Nugget berbasis Jamur Tiram (Pleurotua ostreatus) dan Tepung Jagung (Zea mays var amylacea) sebagai Pangan Tinggi Serat
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 10
, No 2
(2025)
Indonesia has many types of junk food that have a strong taste, but are generally not nutritionally balanced, namely high in fat, salt, or sugar and low in fiber. One of the most popular is nuggets which are generally made from meat. As a healthier alternative, nuggets are made using oyster mushrooms which are low in fat and higher in fiber, and combined with gluten-free and high-fiber corn and tapioca flour to replace wheat flour which contains gluten. This study aims to determine the effect of...
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Budidaya Sayur secara Hidroponik dan Ikan Lele (Mix Farming) dalam Mempertahankan Ketahanan Pangan Keluarga di Desa Kajeksan
Suyono
; Zahra Maulida
; Della Oktaviani Putri
; Nadira Aulia Rizqiana Putri
; Windi Yuni Astutik
; Ivan Adi Susanto
; Nauval Rahmad Salam
Jurnal Suara Pengabdian 45
Vol 4
, No 3
(2025)
The KKN Program of Universitas PGRI Adi Buana Surabaya for the 2024–2025 period in Kajeksan Village, Sidoarjo Regency, focuses on the issue of family food security by implementing a mixed farming system based on the use of used goods. This service method uses Participatory Action Research (PAR) through the stages of to know (identifying problems), to understand (socialization of concepts), to plan (design a system from gallons of mineral water), to act (training and assistance in making hydropon...
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Pengelolaan Limbah Kulit Buah Naga Menjadi Saus Untuk Mendukung Ketahanan Pangan di Desa Jaten, Karanganyar
Utami, Bekti Wahyu
; Saputri, Anggi Dwi
; Damayanti, Citra
; Adha, Fais Fadhila Nur
; Nadia, Jasmin
; Syaputra, Muhammad Ramadhan
; Yunus, Muhammad
; Kusumahandayani, Putri
; Vitria, Salma
; Firdaus, Salsabila
; Hasanah, Uswatun Nur
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 2
(2025)
The UNS Community Service Program (KKN) Batch 68 was conducted from July to August 2025 in Jaten Village, Karanganyar Regency, Central Java. This program focused on educating the community about the utilization of organic waste, particularly dragon fruit (Hylocereus spp.) peel, which is generally underutilized. Dragon fruit peel has the potential to be developed into functional food products as it contains fiber, vitamins, and pectin. Through the “Dragon Fruit Peel Waste Management into Sauce” w...
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Violence and Robbery Detection System Using YOLOv5 Algorithm Based on IoT Technology
Khoiriyah, Hani'atul
; Politeknik Negeri Jember
; Abdillah, Fauzan
; Politeknik Negeri Jember
; Aziz, Afris Nurfal
; Politeknik Negeri Jember
; Wiryawan, I Gede
; Politeknik Negeri Jember
Telematika
Vol 18
, No 2
(2025)
Violence and robbery are two common forms of crime that often cause material losses, psychological trauma, and insecurity within society. Conventional CCTV systems are limited in preventing such incidents, which highlights the need for more intelligent and responsive security solutions. The primary objective of this research is to design and evaluate SmartGuard, a real-time detection system for violence and robbery based on artificial intelligence (AI) using the YOLOv5 algorithm, integrated with...
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