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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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Community Empowerment Strategies for Optimizing The Three J Program (Jamaah, Jam’iyah and Jariyah) at The Muhammadiyah Regional Leadership of Sragen Regency
Muh. Nur Rochim Maksum
; Pangestu, Febri Bekti
; Kunny Habibah Ilmi
; Azka Musthofa
; Maryam Hanifah
; Mega Laela Akhiru Nahar
; Rizqi Hidayati
; Aulia Anugerah
Abdi Psikonomi
(2026)
The Three J Program (Jamaah, Jam’iyah, and Jariyah) represents a strategic initiative of the Muhammadiyah Regional Leadership of Sragen Regency to strengthen the role of religious organizations as agents of community empowerment. However, the implementation of this program has not yet been fully optimized due to limited congregational participation, weak organizational governance, and the predominance of consumptive approaches in jariyah management. This community service activity aims to formul...
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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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Faktor-Faktor Yang Berhubungan Dengan Kejadian Penyakit Dermatitis Kontak Pada Pengrajin Batik
Journal of Occupational Health, Hygiene and Safety
Vol 3
, No 1
(2026)
ABSTRACT
Contact dermatitis is inflammation of the skin that can be accompanied by edema between the cells in the epidermis of the skin, which is caused by exposure to chemicals in the workplace. This study aims to analyze the factors associated with contact dermatitis in batik artisan's CV. Batik Temu Jodo in PekaIongan City. Methods This research is quantitative research using a cross-sectional design approach. Primary data collection through survey method by distributing questionnaires. Until...
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Tinjauan Literatur: Dampak Kesehatan Akibat Paparan Fly Ash dari Pembakaran Batu Bara pada Pekerja Industri
Journal of Occupational Health, Hygiene and Safety
Vol 3
, No 1
(2026)
Over the past three decades, global coal consumption has increased significantly. Indonesia has become one of the largest consumers in the ASEAN region. One of the primary by-products of coal combustion is fly ash, a fine particulate material that contains various heavy metals such as lead, arsenic, chromium, and cadmium. Although the concentrations are relatively low, long-term exposure to fly ash poses serious health risks. This study aims to examine the health impacts of fly ash exposure on i...
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Application of LSTM and MODIS Satellite Imagery for Forecasting Oceanographic Dynamics and Identifying Potential Fishing Zones in the Sunda Strait
Khalifa, Muta Ali
; Yudono, Muchtar Ali Setyo
; Prabowo, Nico Wantona
; Santoso, Prakas
; Rachmanto, Farhan
; Prasetia, Aditya Teguh
This study integrates AQUA-MODIS satellite imagery with the Long Short-Term Memory (LSTM) model to forecast oceanographic dynamics and identify Potential Fishing Zones (PFZ) in the Sunda Strait. The dataset spanning from January 2014 to December 2024 was used for model training, while forecasts for January–August 2025 were validated using in-situ observations from six sampling stations. The model predicted sea surface temperature (SST), chlorophyll-a concentration, and ocean current speed, with...
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Enhancing Patient Satisfaction Through Web-Based Registration and SEM Analysis of Service Quality Dimensions
A hospital that provides a wide range of healthcare services must prioritize the satisfaction of patients. Although many studies in Indonesia and Southeast Asia have examined factors influencing patient satisfaction, there is still limited empirical evidence that integrates the role of trust as a mediating variable using a comprehensive service quality model in the hospital context. This study aims to determine the service quality characteristics that influence patient satisfaction at Makassar C...
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Description of Knowledge and Attitudes as Well as the Use of Artificial Sweeteners (Cyclamat And Saccharin) Around the Laweyan District Elementary Schools
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Penambahan aditif makanan, khususnya pemanis buatan, oleh produsen makanan tidak terlepas dari pengetahuan dan perhatian produsen terhadap aditif makanan tersebut. Penambahan aditif makanan, khususnya pemanis buatan, pada makanan atau minuman dipengaruhi oleh beberapa faktor, termasuk rendahnya pengetahuan pedagang dan harga pemanis buatan yang relatif lebih murah dibandingkan gula. Tujuan penelitian ini adalah untuk mengetahui gambaran umum pengetahuan dan sikap pedagang tentang pe...
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Differences in Knowledge Levels in Providing Online Fire Simulations and Offline Fire Simulations at a Steel Manufacturing Company in Semarang
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Perusahaan manufaktur besi dan baja memiliki potensi bahaya kebakaran yang tinggi karena proses produksinya menggunakan suhu di atas 400°C. Oleh karena itu, kemampuan pekerja dalam menurunkan risiko kebakaran dan merespons keadaan darurat kebakaran sangat diperlukan. Metode: Penelitian ini merupakan penelitian kuantitatif dengan metode kuasi-eksperimen menggunakan desain pre-test dan post-test. Penelitian melibatkan 50 pekerja yang dibagi menjadi dua kelompok. Kelompok pertama mend...
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IMPLIKASI PENGHINDARAN PAJAK, PERENCANAAN PAJAK, LEVERAGE, DAN UKURAN PERUSAHAAN TERHADAP NILAI PERUSAHAAN ENERGI 2020‑2024
Jurnal Akuntansi, Keuangan dan Auditing
Vol 6
, No 2
(2026)
ABSTRACT
Companies registered on the Indonesia Stock Exchange in the energy industry from 2020 to 2024 will have their company value analysed for tax avoidance, tax planning, leverage, and firm size. There were 119 observations that fulfilled the sample requirements in this quantitative investigation that used a purposive sampling strategy. Using IBM SPSS Statistics 25, we ran numerous linear regressions on the data. A negative and statistically significant effect of tax avoidance on firm value...
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