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Artificial Neural Network-Based Forecasting of Rice Yield Using Environmental and Agricultural Data
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
This study presents a high-accuracy predictive model for rice production in Indonesia using Artificial Neural Networks (ANN), achieving an R² of 98.11%, Mean Absolute Error (MAE) of 0.0966, and Mean Squared Error (MSE) of 0.0189. Climate variability remains a significant challenge to rice cultivation in regions like Malang City, where unpredictable environmental factors such as rainfall, temperature, and humidity hinder effective crop planning and yield estimation. To address this, we developed...
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1 Sitasi
Multi-Horizon Short-Term Residential Load Forecasting Using Decomposition-Based Linear Neural Network
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Short-Term Load Forecasting is crucial for grid stability and real-time energy management, particularly in residential settings where consumption is highly volatile and influenced by behavioral and external factors. Traditional models struggle to capture complex, non-linear patterns. This study proposes a forecasting framework based on the DLinear model, which decomposes time series data into trend and seasonal components using a simple linear neural network architecture. Designed for multi-hori...
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Predicting Habitat Suitability of Mahseer Fish (Tor spp.) in Tropical River Systems Using MaxEnt and Google Earth Engine: A Geospatial Modeling Approach
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
Rivers are vital freshwater habitats that face threats of degradation and climate change. Mahseer fish, a key species, is in decline. This study predicted Mahseer fish habitats in Central Java using the Google Earth Engine and the MaxEnt machine learning algorithm. Environmental predictors, including NDVI, elevation, slope, river order, temperature, and rainfall, were extracted from Sentinel, SRTM, MODIS, and CHIRPS data. The model identified river order as the most influential variable (73%), f...
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Analisis Perbandingan Metode Economic Order Quantity (EOQ) Dan Metode Tradisional Dalam Pengendalian Persediaan Bahan Baku Pada Usaha Mie Basah Kediri
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
This study aims to analyze the effectiveness of raw material inventory control at the Kediri Wet Noodle business by comparing the traditional method with the Economic Order Quantity (EOQ) method. A descriptive quantitative approach was applied, utilizing EOQ, Safety Stock (SS), Re-order Point (ROP), and total inventory cost analysis. The results indicate that the traditional method leads to 24 purchase cycles per year with an inventory cost of IDR 4,320,000, without considering safety stock or r...
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Pengaruh Pertumbuhan Laba Perusahaan Asuransi yang Terdaftar di BEI Periode 2020-2023 terhadap Pendapatan Premi, Pembayaran Klaim, Risk Based Capital, dan Hasil Investasi
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 3
(2025)
The purpose of this study is to identify the variables that affect profit growth. Profit growth is the study's dependent variable, and premium income, claim payments, risk-based capital, and investment returns are its independent variables. Information was gathered from insurance firms that were listed between 2019 and 2023 on the Indonesia Stock Exchange. Ten businesses that satisfied specific requirements made up the study's sample. To get a complete picture of the link...
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IMPLEMENTASI KURIKULUM MERDEKA PADA MATA PELAJARAN PENDIDIKAN KEPERCAYAAN TERHADAP TUHAN YANG MAHA ESA DAN BUDI PEKERTI DI SMP SE-KABUPATEN SEMARANG
NALAR: Jurnal Pendidikan dan Kebudayaan
Vol 4
, No 1
(2025)
Penelitian ini bertujuan untuk menganalisis implementasi Kurikulum Merdeka pada mata pelajaran Pendidikan Kepercayaan Terhadap Tuhan Yang Maha Esa dan Budi Pekerti di Sekolah Menengah Pertama (SMP) se-Kabupaten Semarang. Latar belakang penelitian ini didasarkan pada tantangan yang dihadapi dalam penerapan Kurikulum Merdeka, terutama dalam hal pemahaman guru Kepercayaan Terhadap Tuhan Yang Maha Esa terhadap Kurikulum Merdeka. Kurikulum Merdeka diharapkan dapat meningkatkan kualitas pembelajaran y...
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MASTODON DAN BURUNG KONDOR KARYA W.S RENDRA: PENDEKATAN STRUKTUALISME GENETIK
NALAR: Jurnal Pendidikan dan Kebudayaan
Vol 4
, No 1
(2025)
Naskah drama “Mostodon dan Burung Kondor” karya W.S Rendra merupakan naskah drama yang membahas mengenai kritik sosial untuk memperjuangkan keadilan atas kekuasaan yang tidak adil atau menindas melalui simbol-simbol seperti “Mostodon” dan “Burung Kondor” Tujuan penelitian ini adalah untuk mendeskripsikan strukturalisme genetik yang terdiri dari struktur intrinsik dan struktur ekstrinsik genetik naskah drama “Mostodon dan Burung Kondor” karya W.S Rendra. Penelitian ini dilakukan dengan menggunaka...
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PEMANFAATAN MEDIA SOSIAL SEBAGAI SARANA PROMOSI KAMPUNG WISATA BATIK KEDUNGGUDEL DI KABUPATEN SUKOHARJO
Jurnal Komunitas (Komunikasi Tiada Batas) : Jurnal Ilmu Komunikasi
Vol 11
, No 2
(2025)
Social media provides many benefits to its users. A variety of information is available. One of them is tourist information about Kedunggudel Batik Village in Kenep Village, Sukoharjo Regency. There are several batik artisans, but the ones that still exist today are Batik Ayu Kusuma and Batik Satrio Utomo. Both use Instagram as a promotional medium for their products. The owners of both batik makers are not very skilled in using Instagram. As a result, their batik production are less well-known,...
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Inovasi minyak jelantah dan sereh (Cymbopogon citratus) sebagai bahan pembuatan eco-friendly antibacterial soap
Firdaus, Ridjal
; Ramadhanti, Roviana Ayu
; Wardana, Rizky Amelia
; Sabilatuzzahra, Putri Alifiyah
; Firdaus, Muhamad Ridjal
; Ramadhanti, Roviana Ayu
; Wardana, Rizky Amelia
; Sabilatuzzahra, Putri Alifiyah
; Roqobih, Fikky Dian
; Subekti, Hasan
; Qosyim, Ahmad
Perwira Journal of Science & Engineering (PJSE)
Vol 5
, No 2
(2025)
Pembuangan minyak jelantah sebagai limbah rumah tangga berpotensi mencemari lingkungan apabila dibuang sembarangan, sehingga diperlukan inovasi dalam pemanfaatan limbah menjadi produk yang lebih bernilai guna dan ramah lingkungan. Penelitian ini bertujuan untuk mengkaji efektivitas, manfaat, kelemahan serta potensi inovasi dari pembuatan sabun ramah lingkungan berbahan dasar minyak jelantah dan ekstrak sereh (Cymbopogon citratus) sebagai zat aktif antibakteri alami. Metode yang digunakan adalah...
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IMPLEMENTASI MONITORING JARINGAN INTERNET PADA MIKROTIK MENGGUNAKAN NOTIFIKASI BOT TELEGRAM DI SMK
Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN)
Vol 13
, No 1
(2025)
Delays in detecting network issues due to reliance on manual monitoring user and user reports have created significant challenges in network management, particularly in environments requiring consistent internet connectivity, Such as educational institutions. This study aims to implement an internet network monitoring system based on Mikrotik, integrated with Telegram Bot notifications and supported by the Winbox application for manual configurations. The study adopts the Network Development Lif...
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