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Djuniadi Djuniadi
2) Universitas Negeri Semarang
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Energy Consumption Analysis on Ginger Extract Powder Mixer Machine Sarwi Asri; Prima Astuti Handayani; Djuniadi Djuniadi; Hanif Hidayat; Aditya Maulana; Muhammad Zhafran Dewantara; Siti Thoifatun Najiah
VANOS Journal of Mechanical Engineering Education Vol 9, No 2 (2024)
Publisher : Universitas Sultan Ageng Tirtayasa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30870/vanos.v9i2.28785

Abstract

Ginger extract powder is a popular product in the beverage and health industry, requiring careful processing to produce high-quality results. This study aims to determine the efficiency of the stirring blade design on the ginger extract powder stirring machine. The intensive stirring process can lead to faster wear of the blades, making the selection of suitable materials crucial. The research was conducted through direct observation at UKM Bekti Pertiwi. The data collection process was structured to capture both quantitative data: 1) Energy consumption: energy used by the machine was measured in kilowatt-hours (kWh) using a standardized electricity meter, and 2) Cycle time: the time for a full cycle was recorded, from material input to the completion of the stirring process. A controlled sample of 2 kg of ginger essence was used in each test to standardize conditions and ensure consistent results. The sample size was chosen based on typical batch sizes processed by SMEs, aiming to represent common production volumes. The ginger essence sample was prepared with a standardized consistency and viscosity to reduce variability and ensure repeatability across tests. The stirring blade samples were manufactured from stainless steel with a Teflon coating, selected due to its corrosion resistance and durability in acidic environments. Blade dimensions were set to 504 mm in diameter and 3 mm in thickness, based on initial design research suggesting these dimensions as optimal for the desired mixing efficiency and wear resistance. Each test was conducted under the same operational settings, including motor speed and cycle duration, to maintain uniformity in testing conditions. Results indicate that a combination of stainless steel and Teflon in the stirring blades provides optimal performance, with energy consumption reaching 0.1072 kWh for 2 kg of ginger extract. The electricity cost for one production cycle is IDR 144.93. These findings can be used for future production planning, as well as to improve operational efficiency and the quality of ginger extract products.
Analisis Kenerja Maximum Power Point Tracker (MPPT) Pada Sistem Photovoltaic Standalone Berbasis Algoritme Perturb And Observe (P&O) Tetuko, Agim; Djuniadi, Djuniadi; Apriaskar, Esa
PROtek : Jurnal Ilmiah Teknik Elektro Vol 8, No 2 (2021): Protek : Jurnal Ilmiah Teknik Elektro
Publisher : Program Studi Teknik Elektro Universitas Khairun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33387/protk.v8i2.2768

Abstract

A solar power plant or photovoltaic (PV) is a generator that converts energy from light into pollution-free electrical energy. However, changes in the intensity of solar radiation and ambeint temperature Photovoltaic (PV) which are not linear are the main problems of PV systems in efficient energy conversion that occurs. Control using the Maximum Power Point Tracker (MPPT) method based on the Perturb and Observe (PO) algorithm which is applied to overcome these problems. Maximum Power Point Tracker (MPPT) itself is a technique for tracking the maximum output power point of the PV system. MPPT will change the working point so that the converter will force the work of the solar panels according to their ability to always reach the maximum power point. MPPT is not a mechanical system that makes the solar panel system move according to the direction of the sun's intensity, but an electronic system that works to optimize the power output from the solar panel. Meanwhile, Algorithm (PO) works by detecting and disturbing the PV voltage periodically by varying its duty cycle, as well as observing the PV power to be able to increase and decrease the PV voltage in the next 3 cycles. This paper presents an analysis of the MPPT PO performance with a standalone system implemented in the campus area. In this study, the applied PV system was able to produce a maximum power of 1626.087 Watts under optimal irradiation conditions and temperature. As well as testing the PV system under radiation and temperature conditions in the location study, namely FT UNNES. The maximum power of the PV system is 227.585 Watt.
Prediksi Kabut Menggunakan Recurrent Neural Network dengan Attention Mechanism di Bandara Ruteng Wiujianna, Atri; Pribadi, Feddy Setio; Djuniadi, Djuniadi; Sunarno, Sunarno; Iqbal, Iqbal
Komputika : Jurnal Sistem Komputer Vol. 14 No. 1 (2025): Komputika: Jurnal Sistem Komputer
Publisher : Computer Engineering Departement, Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/komputika.v14i1.15380

Abstract

Fog phenomena pose a significant challenge in aviation operations, particularly in regions with complex topography such as Ruteng Airport. Thick fog can reduce visibility and increase flight safety risks. This study aims to develop a deep learning-based fog prediction model by comparing the performance of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) enhanced with Attention Mechanism (AM). The dataset consists of 61,187 entries, covering hourly recorded weather parameters over the past ten years (2013–2023). The experimental results show that the addition of Attention significantly improves model performance. The RNN+Attention model emerges as the best-performing model with an accuracy of 0.9981, precision of 0.7755, recall of 0.76, and F1-score of 0.7677, along with the lowest number of False Positives. Meanwhile, the LSTM+Attention model excels in reducing False Negatives, making it suitable for systems prioritizing comprehensive fog detection. Models without Attention demonstrate perfect recall (1.00), but their low precision indicates overfitting. Overall, the integration of the Attention Mechanism enhances the balance between recall and precision and improves model reliability in handling data imbalance. The contribution of this research is that it can serve as a reference for future studies in developing artificial intelligence-based weather prediction models, particularly in addressing fog phenomena. Keywords – Attention Mechanism; Long Short-Term Memory; Fog Prediction; Recurrent Neural Network
Tinjauan Komprehensif: Simulasi Sistem Disk Scheduling dengan Berbagai Algoritma Menggunakan OS Sim Putri, Fidel Lusiana; Djuniadi; Rochim, Febry Putra
ELECTRON Jurnal Ilmiah Teknik Elektro Vol 6 No 1: Jurnal Electron, Mei 2025
Publisher : Jurusan Teknik Elektro Fakultas Teknik Universitas Bangka Belitung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33019/electron.v6i1.302

Abstract

Disk scheduling is one of the important components in operating system resource management to optimize data access on storage devices. Operating systems use various algorithms to manage input/output (I/O) requests more efficiently, including Shortest Seek Time First (SSTF), LOOK, and Circular LOOK (C-LOOK). This research aims to evaluate and compare the performance of these algorithms in managing disk requests through simulations using OS-SIM. The applied methodology includes simulating a queue of random I/O requests on disks with specific configurations. The data analyzed includes Total Head Movement (THM) and Average Seek Time (AST) for each algorithm. The simulation is performed with a predefined initial position of the disk head, and each algorithm is tested based on how each of them manages the disk access sequence. The results show that the SSTF algorithm is the most efficient with the lowest THM and AST values of 208 tracks and 29.71 ms AST, compared to the LOOK and C-LOOK algorithms. The LOOK algorithm provides a balance between efficiency and fairness, as it is able to minimize head movement without ignoring distant requests. Meanwhile, C-LOOK is more effective in reducing the possibility of starvation on requests at the end of the disk, but at the cost of increasing the number of head movements. This research provides a clearer picture of the advantages and disadvantages of each algorithm, which can be used as a reference in the selection of disk scheduling algorithms in systems that require high efficiency and reliability in I/O management.
Penerapan Algoritma Decision Tree untuk Prediksi Tekanan Udara di Stasiun Meteorologi Cengkareng Fariyani; Djuniadi; Sunarno; Iqbal
The Indonesian Journal of Computer Science Vol. 14 No. 2 (2025): The Indonesian Journal of Computer Science
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v14i2.4220

Abstract

Meteorology is a science that studies the movement of wind, clouds and water vapor with a main focus on weather prediction. Air pressure is one of the important meteorological parameters that can provide an initial indication of weather changes. Air pressure is used as a reference for taking off and landing aircraft at the airport. The variables needed to predict air pressure include air pressure, wind direction, temperature, wind speed and air humidity. The aim of this research is to predict air pressure at the Cengkareng Meteorological Station using the Decision Tree Algorithm and RapidMiner software. The data in this research comes from BMKGSoft for the period 2019 – 2023. BMKGSoft is used to track data sent from the station to the database server. The research results show that the prediction of air pressure at the Cengkareng Meteorological Station using the decision tree algorithm is very good with RMSE values: 0.208 +/- 0.000, MAE: 0.046 +/- 0.203, squared error: 0.043 +/- 2.967 and squared correlation: 0.987.
Performance and Reliability Analysis of Current Transformer (CT) Type Iosk170 In The Ampel 500/150kv Substation Project: Case Study Of Line Up Mojosongo 2 Hakiki, Riean Noer; Djuniadi, Djuniadi
Jurnal Teknik Elektro Indonesia Vol 6 No 2 (2025): JTEIN: Jurnal Teknik Elektro Indonesia
Publisher : Departemen Teknik Elektro Fakultas Teknik Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/jtein.v6i2.712

Abstract

The Ampel 500/150 kV Main Substation (GI) Project is an important initiative in the development of electricity infrastructure in Indonesia, with a strategic role in ensuring continuity and reliability of electricity supply. This research analyzes the performance and reliability of the IOSK170 type Current Transformer (CT) on the Mojosongo 2 Line Up at GI 500/150 kV Ampel. Tests show very high insulation resistance values, exceeding 300 GΩ for primary to ground and primary to secondary, and more than 2 GΩ for secondary to ground, indicating excellent insulation conditions. Winding resistance meets design specifications without significant damage. The transformation ratio test showed very small errors, between -0.071% to 0.047%, and the results were “OK” in the polarity test, ensuring accurate current transformation. RDC and V-Knee Point exhibit high resistance and sufficient values ​​for measurement and protection applications. Low ground resistance ensures good connectivity to the grounding system. Overall results show that the IOSK170 type CT has high reliability and performance according to industry standards, supporting the efficiency and reliability of the electric power system in Indonesia. These findings form the basis of recommendations for improving routine maintenance and testing procedures, as well as guidelines for future development of CT technology, essential for the continuity of a stable and safe electricity supply.
Implementasi Sistem Multitasking pada Mobil RC Berbasis ESP32 dan FreeRTOS Daniy, Faid Rama; Tegar Desduido Hasbing Mulia; Djuniadi; Abdurrakhman Hamid Al-Azhari
Electrician : Jurnal Rekayasa dan Teknologi Elektro Vol. 19 No. 3 (2025)
Publisher : Department of Electrical Engineering, Faculty of Engineering, Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/elc.v19n3.2851

Abstract

Seiring dengan meningkatnya kebutuhan terhadap sistem tertanam yang mampu merespons secara real-time, penerapan Real-Time Operating System (RTOS) pada kendaraan kendali jarak jauh (RC Car) menjadi salah satu pendekatan yang relevan. Penelitian ini mengembangkan sistem RC Car berbasis mikrokontroler ESP32 dan FreeRTOS dengan dua mode operasi utama: mode manual yang dikendalikan melalui koneksi Bluetooth, serta mode autonomous yang menggunakan sensor ultrasonik HC-SR04 yang dipasang pada unit servo untuk melakukan pemindaian area di sekitarnya. Sistem juga mencakup kendali motor DC melalui driver L298N, serta pengelolaan sejumlah task secara paralel, termasuk pembacaan sensor, penggerak motor, tampilan visual pada OLED, dan sistem notifikasi menggunakan buzzer. Hasil pengujian menunjukkan bahwa sistem mampu menjalankan kedua mode dengan performa yang responsif, serta mendistribusikan beban multitasking secara efisien tanpa gangguan blocking. Temuan ini mengindikasikan bahwa FreeRTOS pada ESP32 merupakan platform yang andal dan efektif untuk pengembangan sistem kendali tertanam yang memerlukan pengolahan multitasking secara real-time.
PERANCANGAN KEGIATAN MPLS ONLINE SMK NEGRI 2 PATI MENGGUNAKAN VIRTUAL SET VMIX Diyastama, Rico Ade; Ahmad Fashiha Hastawan; Djuniadi
Jurnal Komunikasi & Media Digital Vol. 2 No. 2 (2024): Jurnal Komunikasi & Media Digital
Publisher : Program Studi Komunikasi Universitas Pertamina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70611/jkmd.v2i2.32

Abstract

Tulisan ini membahas penggunaan virtual set dalam penyelenggaraan Masa Pengenalan Lingkungan Sekolah (MPLS) di SMK Negeri 2 Pati sebagai respons terhadap pandemi COVID-19. Teknologi virtual set memungkinkan acara dilaksanakan secara virtual dengan cara yang menarik dan efisien, menawarkan pengalaman baru bagi peserta didik baru. Penelitian ini menggunakan pendekatan kualitatif deskriptif dengan metode studi kasus, melibatkan observasi dan wawancara mendalam. Hasil menunjukkan bahwa penggunaan virtual set meningkatkan efisiensi produksi, mengurangi kebutuhan ruang fisik, dan memungkinkan eksplorasi kreatif dalam penyajian konten. Namun, tantangan teknis seperti kebutuhan pencahayaan yang tepat dan keterampilan operator yang memadai tetap ada. Implementasi virtual set membuka peluang pengembangan lebih lanjut untuk acara sekolah lainnya, seperti wisuda dan pentas seni. Evaluasi pelaksanaan dan umpan balik sangat penting untuk perbaikan berkelanjutan. Secara keseluruhan, penggunaan virtual set dalam MPLS Virtual di SMK Negeri 2 Pati membuktikan bahwa teknologi dapat menjadi solusi efektif selama pandemi, memberikan pengalaman menarik dan berkesan bagi peserta didik baru, meskipun memerlukan peningkatan kompetensi teknis dan pengelolaan sumber daya untuk keberhasilan jangka panjang.
Pengembangan Fitur Activity Leaderboard pada LMS Moodle sebagai Implementasi Pembelajaran berbasis Gamifikasi Syarifah, Dian Farah; Waskito, Deswal; Sudarni, Ajeng Rahma; Djuniadi, Djuniadi
Jurnal Sarjana Teknik Informatika Vol. 13 No. 3 (2025): Oktober
Publisher : Program Studi Informatika, Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/jstie.v13i3.31175

Abstract

Partisipasi aktif peserta didik dalam pembelajaran daring merupakan aspek krusial yang perlu dimonitor dan ditingkatkan. Namun, sistem Learning Management System (LMS) seperti Moodle umumnya hanya menyediakan fitur pelacakan aktivitas secara administratif tanpa memberikan umpan balik yang bersifat motivasional. Penelitian ini bertujuan untuk mengembangkan fitur Activity Leaderboard pada LMS Moodle sebagai strategi implementasi pembelajaran berbasis gamifikasi. Fitur ini mengintegrasikan data aktivitas peserta didik yang mencakup presensi, laporan aktivitas oleh peserta didik, pengumpulan tugas, kuis, partisipasi forum, serta keterlibatan dalam pertemuan daring seperti Zoom meeting. Seluruh data tersebut dikonversi secara otomatis menjadi skor melalui algoritma pembobotan yang mempertimbangkan ketepatan waktu, partisipasi aktif, dan konsistensi keterlibatan. Fitur disajikan dalam bentuk peringkat visual untuk mendorong keterlibatan belajar secara kompetitif. Visualisasi leaderboard ditampilkan secara adaptif menggunakan elemen gamifikasi seperti progress bar, lencana digital, dan peringkat warna gradasi untuk menciptakan prestige effect. Pengembangan sistem dilakukan menggunakan model ADDIE, meliputi analisis kebutuhan pengguna, perancangan antarmuka plugin sebagai modul block, pengembangan integrasi dengan database Moodle, implementasi lokal, serta evaluasi fungsional melalui pengujian black-box. Hasil pengujian menunjukkan bahwa sistem berjalan efisien dengan dukungan cache selama 15 menit, mampu menampilkan hasil secara real-time, serta berpotensi meningkatkan atensi peserta didik terhadap keterlibatannya di LMS. Evaluasi juga menunjukkan keandalan kalkulasi skor, kompatibilitas antarmuka pada berbagai perangkat, serta dukungan konfigurasi yang memudahkan integrasi oleh pengajar. Sistem ini dirancang dengan pendekatan modular agar mudah diperluas dan disesuaikan, sehingga dapat diterapkan dalam berbagai konteks pembelajaran digital. Fitur ini sekaligus menjadi instrumen pendukung dalam membentuk perilaku belajar yang positif dan konsisten.
Pengaruh Aplikasi CapCut: Menyelami Kreativitas dengan Ragam Template Video yang Memukau pada Generasi Z Sekaringtyas, Fia Wahyu; Djuniadi, Djuniadi; Hastawan, Ahmad Fashiha
FORMAT Vol 13, No 1 (2024)
Publisher : Universitas Mercu Buana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22441/format.2024.v13.i1.002

Abstract

Technology, especially video editing apps like CapCut, has become an integral part of Generation Z's life in the digital age. CapCut provides intuitive features and a variety of templates to create engaging video content without the need for complex editing skills. In interviews with Generation Z students, CapCut's key features such as crop, speed, audio, text, transitions, filters, overlays, and templates were found to be attractive and supportive in the creative process. Nonetheless, there is a need to continue developing the app by adding more template options and providing greater flexibility for users in customizing content. Thus, CapCut can continue to be a relevant and effective tool for Generation Z in expressing themselves in the ever-evolving digital era.
Co-Authors - Litasari A Tri Widodo Abdurrakhman Hamid Al-Azhari Abdurrakhman Hamid Al-Azhari Adi Nova Trisetiyanto Aditya Maulana Aditya Maulana, Aditya Agim Tetuko Agus Budi Utomo Agus Prihatin Ahmad Fashiha Hastawan Akaat Hasjiandito, Akaat Al - Azhari, Abdurrakhman Hamid Al-Azhari, Abdurrakhman Hamid Alfa Faridh Suni Alfarizky Ilham, Dimas Alfas Zainur Rohman, Alfas Zainur Aliffiansyah, Arjuna Noor Alyan Fatwa Andika Enggal Ramadhan Andrjati, Noening Anggraeni, Lenita Cahya Ani Rusilowati Ardiana Rangga Pradana Putra Arfriandi, Arief Arief Bagus Dermawan Aris Budiyono Asri, Sarwi Azizah, Ida Nur Barus, Robi Agape Budi Sunarko Dani Atik, Moh. Umar Dani Suryana Setiyawan Daniy, Faid Rama Dermawan, Arief Bagus Deva Okky Deltania Dewantara, Muhammad Zhafran Dewi Patimah Dian Ariani Dimas Agung Novianto, Dimas Agung Dinofa, Azrul Hanif Diyastama, Rico Ade Durianto, Ananta Kwarta Dwi Haryo Wicaksono Dwi Murtikah Dwi Oktaviyanti Ekarini, Fitria Eko Supraptono Ellianawati, Ellianawati Endang Susilaningsih Erika Devi Udayanti Esa Apriaskar Fakhruddin, Fakhruddin Fardiana, Rina Farid Ahmadi Fariyani Fauziah Eka Safitri Febiharsa, Dhega Feddy Setio Pribadi Firdaus, Agung Adi Firmansyah, Dimas Andhika Francesco Gusli Pratama Fuqaha’ Asnan Said Habib Alhaq Hakiki, Riean Noer Hanif Hidayat Haryono Haryono Hernawati, Lucia Herviana, Wiyan Herra I Made Sudana Indrayani, Luthfi Indriyani, Devie Iqbal Iqbal Iqbal Irwanti, Nur Endah Irwanti, Nur Endah Isnaini, Wiwi Joko Mulyono Khashaaisha Al Fikri Kumala Sari, Via Indriani Kurniawan, Wawan L. Hasan Ashari Lalu Demung Patria Larasati, Manik Lia, Roudloh Muna Lia Lintang Pinastika Yudha Masrukan Masrukan Mastiyanto, Rizky Rizaldi Mizan Armanto Farisi, Mizan Armanto Mohammad Yasin Mu'alfi Fahrul Fanani Sachroni Muhamad Febrian Soambaton Muhamad Rizal Wira Kusuma Muhammad Fatih Azhari Asyauqi Muhammad Hakim Firdaus Muhammad Jejen Sukrilah Muhammad Kahfi Aulia Muhammad Meidi Muhammad Zhafran Dewantara Multazam Multazam, Multazam Muthia, Muthia Najiah, Siti Thoifatun Nanda Aprilia Damayanti Ningrum, Seffy Kusuma Nugroho, Bagus Setyo Nur Iksan Nurdin, Alya Aulia Nurul Zaatsiyah Oktaria Gina Khoirunnisa Pahala Bima Pramudya Palupi Tria Wardani, Palupi Tria Palupi, Inkhasanah Ayu Budi Patria, Lalu Demung Pertiwi, Dwika Ananda Agustina Pradana, Wisnu Aldy Prima Astuti Handayani Putra, Agus Isa Putri Khoirin Nashiroh putri, fidel lusiana Rahmadhani, Rahmadhani Raka Ardhi Prakoso, Raka Ardhi Rapi, Muhamad Ria Wulansarie, Ria Ridlo, Syaiful Rina Fardiana Risa Naili Fitriana Ristanto, Riska Dami Rivo Panji Yudha Rizal Yugo Prasetyo, Rizal Yugo Rizkani, Cut Rochim, Febry Putra Rohmah, Ahlam Umniyatur Rully Ihza Mahendra Samsudi -, Samsudi Samsudin Anis Samudra, Dikdoyo Ganang Samudra, Dikdoyo Ganang Sarwi Asri Sekaringtyas, Fia Wahyu seviani Oktami Simamora, Mona Yelly Siti Aida Siswarana Siti Thoifatun Najiah Soambaton, Muhamad Febrian Sri Sukaesih Sudarni, Ajeng Rahma Sulistiyono, Joko Sulistyowati, Indah Dwi Sunarno SUNARNO Sunarno Sunarno Sun’an, Ulin Nuha Supriyadi Supriyadi Supriyadi Supriyadi Supriyadi Supriyadi suraji suraji Sutaryani, Apit Syarifah, Dian Farah Tegar Desduido Hasbing Mulia Tejo Ismoyo, Tejo Tetuko, Agim Titi Prihatin Totok Sumaryanto, Totok Tri Joko Rahardjo, Tri Joko Trimurtini, Trimurtini Ulfah Mediaty Arief Wahyu Hardyanto Waskito, Deswal Wiujianna, Atri Wiwi Isnaeni Wulandari, Monica Niken Y primadiyanto Yahya Nur Ifriza Yeni Murniasih, Yeni Yeri Sutopo Yeri Sutopo Yohanes Adio Balan Yohanes Adio Balan, Yohanes Adio Yundari, Yundari