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Data-Driven Machine Learning Models for Steam Turbine Efficiency Prediction
Increased electricity consumption in Indonesia requires coal-fired power plants to operate at high efficiency. This study proposes a data-driven approach to predict the efficiency of coal-fired steam turbines by utilizing 844 historical operational data points from the XYZ coal-fired power plant. Input variables include main steam pressure and temperature, main steam flow, final feedwater temperature, and condenser vacuum pressure. Four machine learning algorithms, namely Random Forest, Extra Tr...
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Dynamic Chaotic–Adversarial Framework for High-Capacity and Imperceptible Image Steganography
Sari, Wellia Shinta
; Sari, Christy Atika
; Setiyani, Safira Hasna
; Triyono, Agus
; Ali, Rabei Raad
The rapid growth of digital communication has intensified concerns regarding data confidentiality as sensitive information transmitted through multimedia images is increasingly vulnerable to interception and unauthorized analysis. Conventional image steganography methods often struggle to simultaneously achieve high embedding capacity, strong imperceptibility, and resistance to modern steganalysis. To address this challenge, this study proposes a steganographic framework that integrates dynamic...
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Benefits of SMOGRA for Pro-Environmental Behavior at SD Muhammadiyah 24 Surakarta
Abdi Psikonomi
(2026)
Environmental awareness in schools plays an important role in supporting sustainable environmental behavior and strengthening the implementation of the Adiwiyata program. SD Muhammadiyah 24 Surakarta is one of the schools that aims to become an environmentally friendly school; however, the school still faces several challenges, including limited environmental awareness among students, inadequate waste management behavior, and the lack of technology utilization in supporting environmental managem...
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Modeling the frequency of traffic accident compensation claims by jasa raharja using the GSTARX model
Fluctuations in traffic accident frequency increase PT Jasa Raharja's exposure to claims and financial risks, while total compensation claims are stochastic because they are influenced by incident frequency and accident severity. Although the Generalized Space-Time Autoregressive with Exogenous Variable (GSTARX) model has been widely used to model spatial-temporal data, its application remains primarily in macroeconomics, simulation studies, and non-insurance phenomena. Hence, its application to...
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A Vegetation analysis of terestrial fern in kemuning tea garden in ngargoyoso village, Indonesia
Kemuning Tea Garden in Ngargoyoso Village is a beautiful area with many tourist destinations. Therefore, in addition to the activities of local people as tea farmers, many outsiders come as tourists. This area has abiotic factors that are suitable for the growth of various types of plants, one of which is ferns, especially terrestrial ferns. This study aims to determine the composition of terrestrial fern vegetation in the kemuning tea garden area. The method used was purposive sampling method,...
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Workshop Pembuatan Urea Molasses Block (UMB) untuk Meningkatkan Produktivitas Ternak di Kecamatan Windusari, Kabupaten Magelang
Pradita, Linda Eka
; Manggala Wijaya, Ahmad Rino
; Oktaviana, Tiara
; Hasna Aribah, Nisrina Zaidatun
; Intan Meilisa, Maulidya
; Salman Fata, Muhammad
; Aulia, Fara
; Yuliana, Tri Wahyu
; Arifina Qulba, Shefie
; Rahayu Pramesti, Yuliani
; Luthfie Freessylia, Brilliant
; Khaidar Ali, Wildan
; Oktaviana, Tiara
Pakan adalah faktor penting dalam sektor peternakan. Bidang peternakan menjadi fokus pengembangan di Kelurahan Bandarsedayu yang terletak di Kabupaten Magelang. Kondisi geografi sesuai dengan adaptasi hewan dan sumber pakan berupa rumput yang cukup berlimpah. Namun, tidak semua rumput dapat memenuhi kebutuhan mineral ternak karena beberapa faktor. Teknologi pakan tambahan seperti Urea Molase Blok yang memiliki kandungan mineral tinggi. Tujuan dari pengabdian ini adalah untuk mengedukasi masyarak...
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Implementation of Quickbooks for Financial Management for the Aisyiah Colomadu Bustanul Teachers Association (IGABA)
Didit Purnomo
; Mujiati
; Setyowati, Eni
; Yuni Prihadi Utomo
; Daryono Subagyo
; Maulidyah Indira Hasmari
; Firly Meidhita Berliandini
; Keisha Jenny Maulida Nugraha
; Salma Salsabila Darojati
; Novariani Putri Rienadi
; Isnaeni Hasna Hanisah
; Dewi Puji Astuti
; Shafa Nabila
; Siti Nurhayati
Abdi Psikonomi
(2025)
This community service was carried out at IGABA Aisyiah Colomadu Karanganyar. The problem faced by IGABA is the lack of insight and management of financial administration by the HR Teachers and managers of TK Bustanul Atfal Aisyiah. Therefore, this community service is highly expected by partners. The target audience needs support in terms of infrastructure and human resources in realizing useful financial administration and can provide an example for other schools. The purpose of this community...
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Capacity Building on Islamic Household Management for Mothers of PRA Tohudan Colomadu
Maulidiyah Indira Hasmarini
; Retno Faridatussalam
; Siti Fatimah Nurhayati
; Wisnu Sri Hertinjung
; Muhammad Anas
; Firliana Rizky Ramadhina
; Pinkan Yulia Salwa
; Isnaeni Hasna Hanisah
Abdi Psikonomi
(2025)
This community service program was implemented based on challenges faced by the PRA (Aisyiah Tohudan Branch Leadership) in Colomadu, Karanganyar, Central Java. The primary target group needed assistance in capacity building in Islamic household management. The problem faced by the partners was that mothers lacked an understanding of Islamic household management, which relates to planning, resource management, communication between family members, moral development within the household, children'...
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Sistem Informasi Geografis Pemetaan Objek Wisata Di Kabupaten Barru Berbasis Web
Ahmad
; Marlina
; Hasnawati
; Masnur
; Wahyu Artanugraha
; Ahmad Ahmad
; Marlina
; Hasnawati
; Masnur
; Wahyu Artanugraha
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2025)
Barru Regency tourism has a variety of tourist attractions, but information related to the location and potential of tourism has not been digitally integrated, making it difficult for tourists and the government to access data. This study aims to design and build a web-based Geographic Information System (GIS) that can map the location of tourist attractions in Barru Regency interactively, easily accessible, and equipped with supporting information in the form of descriptions, types of tourism,...
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Peningkatan Literasi Nutrisi Ibu Hamil Melalui Media Kalender Makanan Di Desa Bungaejaya Kabupaten Gowa
Jurnal Pengabdian Kepada Masyarakat Sisthana
Vol 7
, No 2
(2025)
Angka kematian ibu (AKI) di Indonesia masih tinggi, salah satunya dipicu oleh komplikasi kehamilan akibat kekurangan gizi. Rendahnya literasi nutrisi pada ibu hamil berkontribusi terhadap meningkatnya risiko preeklamsia, anemia, dan bayi berat lahir rendah. Kegiatan pengabdian masyarakat ini bertujuan untuk meningkatkan literasi nutrisi ibu hamil melalui pendampingan berbasis media kalender makanan sebagai alat bantu edukasi sederhana dan aplikatif. Pengabdian dilaksanakan di Kantor Desa Bungaej...
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