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The Role of Artificial Intelligence (AI) in Vocational Education Suparyati, Atik; Widiastuti, Indah; Saputro, Ida Nugroho; Pambudi, Nugroho Agung
JIPTEK: Jurnal Ilmiah Pendidikan Teknik dan Kejuruan Vol 17, No 1 (2024): January
Publisher : Faculty of Teacher Training and Education Universitas Sebelas Maret Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/jiptek.v17i1.75995

Abstract

Artificial Intelligence is a technology that has rapidly developed in this decade. Its capability to perform tasks previously achievable only by humans has made this technology popular and utilized across various sectors, including vocational education. In vocational education, Artificial Intelligence plays a role in enhancing the efficiency and effectiveness of teaching. One example is the development of adaptive learning programs that can adjust the curriculum according to students' abilities and needs. Additionally, Artificial Intelligence is also used to evaluate student performance and provide automatic feedback. This system can assist in assessing and monitoring student performance, enabling teachers to focus on teaching and student development. This study used the Systematic Literature Review (SLR) method. This method is used to identify, assess, evaluate, and interpret all available research within the field of the relevant phenomenon, guided by specific research questions. By using this method, a systematic review and identification of journals can be conducted, following predefined steps. The data for this study is obtained from relevant journals between the years 2013 to 2021, totaling 15 literature journals from various countries. The primary goal of this research is to provide a deeper understanding of the role of this technology in vocational education and to present a framework that can be used as a guide for the implementation of Artificial Intelligence. It is anticipated that this research will assist educators and decision-makers in effectively utilizing Artificial Intelligence to enhance learning, skills, and vocational student preparation for the continually evolving job market.
Analisis Kebutuhan dan Inovasi Pembelajaran Technical Drawing dengan E-Modul Clo3D di SMK Sebagai Bentuk Kreativitas Desain Busana Vitariyanti, Diyan; Pambudi, Nugroho Agung; Efendi, Agus
Social, Humanities, and Educational Studies (SHES): Conference Series Vol 7, No 3 (2024): Social, Humanities, and Educational Studies (SHEs): Conference Series
Publisher : Universitas Sebelas Maret

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/shes.v7i3.93251

Abstract

Pembelajaran technical drawing di SMK memerlukan pendekatan yang inovatif untuk meningkatkan pemahaman dan keterampilan siswa. Clo3D, sebagai perangkat lunak simulasi 3D dapat dijadikan sebagai alat pembelajaran karena kemampuannya menyajikan konsep teknis secara visual dan interaktif.  Penelitian ini menggunakan mix method. Pengumpulan data melalui observasi, wawancara, kuesioner, dan penilaian hasil karya siswa. Hasil analisis menunjukkan penggunaan E-Modul berbasis Clo3D terbukti efektif dalam membantu siswa memahami materi technical drawing dengan lebih mendalam serta meningkatkan keterampilan praktis yang relevan dengan industri desain. Modul ini tidak hanya memberikan pengalaman belajar yang interaktif, tetapi juga berhasil meningkatkan motivasi belajar siswa, menjadikannya sebagai alat pembelajaran yang inovatif di SMK. E-Modul ini memiliki validitas tinggi dan secara signifikan mampu meningkatkan kreativitas siswa dalam technical drawing untuk busana ready to wear. Peningkatan kemampuan siswa dalam menghasilkan desain busana yang lebih inovatif dan profesional menegaskan pentingnya pengembangan E-Modul ini sebagai strategi pembelajaran yang modern dan sesuai dengan perkembangan industri.
The influence of digital and vocational information literacy on student learning outcomes Heru Setiyawan; Suharno Suharno; Nugroho Agung Pambudi
Jurnal Pendidikan Vokasi Vol. 13 No. 2 (2023)
Publisher : ADGVI & Graduate School of Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/jpv.v13i2.53999

Abstract

Vocational students are confronted by intricate demands once they graduate. Despite the considerable need for vocational graduates in the workforce, most students have a limited understanding of digital and vocational information. This study used a descriptive quantitative method to determine the influence of digital and vocational information literacy on students' learning outcomes in three vocational schools in the Sragen Regency. Cluster Random Sampling was used to select a sample of 111 students. Data on digital and vocational information literacy were collected using a questionnaire, while those on the learning outcomes were obtained from the student's grades. The results showed that digital literacy influences vocational students' learning outcomes with a significance of 0.000 < 0.05. Vocational information literacy influences the students' learning outcomes with a significance of 0.000 < 0.05. Furthermore, digital and vocational information literacy simultaneously influence the students' learning outcomes with a significance of 0.000 < 0.05. These results indicate the necessity to familiarize and increase the students' literacy skills to improve learning outcomes. The results indicated that digital and vocational literacy partially and collectively influenced learning outcomes by 48.2%. Therefore, classroom instruction needs to be structured around learning models that actively stimulate the development of digital and vocational literacy skills, preparing students for workplace competitions. Consequently, teachers should consistently implement learning strategies that create a meaningful connection between the school environment and the realities of the professional world.
Wind Energy in Indonesia: Current Status, Potential, Challenge, Opportunities, and Future Policy Danur Lambang Pristiandaru; Nugroho Agung Pambudi
Indonesian Journal of Energy Vol. 2 No. 2 (2019): Indonesian Journal of Energy
Publisher : Purnomo Yusgiantoro Center

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33116/ije.v2i2.37

Abstract

Like many countries, an increase in population and economic growth has made Indonesia’s energy demands significantly raise. By 2050, Indonesia hopes to have 31% of its energy supply met by tapping on renewable energy, like the wind which can yield up to 16.7% of the power. However, the development of wind energy in Indonesia is still low. One underlying reason is the average speed of wind in Indonesia quite low, making it very difficult to produce energy on a large scale. Many of Indonesia’s current wind energy systems installed in remote locations, often as part of a development or research project in stand-alone or hybrid systems. These partly caused by a lack of confidence in wind power and not being sure of where could be the best locations for wind plants. This paper studies the status of wind energy in Indonesia, the challenges that it faces and future policies.
INTEGRASI ENERGI TERBARUKAN UNTUK PEMBELAJARAN KEMANDIRIAN ANAK AUTISM SPECTRUM DISORDER BERBASIS SDGs Upik Elok Endang Rasmani; Kartika Chrysti Suryandari; Nugroho Agung Pambudi
Kumara Cendekia Vol 13, No 4 (2025): KUMARA CENDEKIA
Publisher : Universitas Sebelas Maret

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/kc.v13i4.110908

Abstract

Penelitian ini bertujuan mengembangkan dan menguji efektivitas integrasi energi terbarukan sebagai media pembelajaran kemandirian anak usia dini dengan Autism Spectrum Disorder (ASD) berbasis Sustainable Development Goals (SDGs). Menggunakan desain quasi-experimental pretest-posttest control group, penelitian melibatkan 60 anak ASD usia 4-6 tahun di Gugus II Aster Kota Surakarta yang dibagi menjadi kelompok eksperimen (n=30) dan kontrol (n=30). Kelompok eksperimen mendapat pembelajaran berbasis integrasi energi terbarukan selama 12 minggu, sedangkan kelompok kontrol mendapat pembelajaran konvensional. Data dikumpulkan menggunakan Skala Kemandirian Anak ASD dalam Konteks Hemat Energi (SKAAHE) dan dianalisis dengan Independent Sample t-Test. Hasil menunjukkan perbedaan sangat signifikan (p&lt;0.05) dengan effect size sangat besar (Cohen's d=2.92). Kelompok eksperimen mengalami peningkatan skor kemandirian 52.8% dibandingkan 11.8% kelompok kontrol. Temuan ini relevan dengan pencapaian Sustainable Development Goals, khususnya SDGs 4 melalui penyediaan pembelajaran inklusif dan bermutu yang mendorong keterampilan hidup anak berkebutuhan khusus, SDGs 7 melalui internalisasi perilaku penggunaan energi bersih dan berkelanjutan sejak usia dini, serta SDGs 10. melalui penguatan kesempatan yang setara bagi anak ASD untuk mengembangkan kapasitas fungsional dan partisipasi sosial secara mandiri.
Penerapan Mesin Pencuci dan Peragi Kedelai Ergonomis dan Hemat Biaya Sebagai Optimasi Usaha Produksi Tempe di UD. Tempe 85 Arief Reza Indra Saputra; Andrian Iswanto; Nindy Elsa Rafela; Nugroho Agung Pambudi
DEDIKASI: Community Service Reports Vol 6, No 2 (2024): DEDIKASI: Community Service Report - July
Publisher : FKIP Universitas Sebelas Maret

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/dedikasi.v6i2.80727

Abstract

UD. Tempe 85 merupakan usaha yang bergerak di bidang produksi tempe dengan manajemen antara lain perendaman, perebusan, penggilingan, pencucian, peragian, pembungkusan kedelai, dan penjualan tempe. UD. Tempe 85 menggunakan cara konvensional pada proses pencucian yang tidak efektif, efisien, dan mengganggu kenyamanan pekerja. Sehingga dibutuhkan alat guna meningkatkan produktivitas pembuatan tempe terutama pada proses pencucian sesuai kebutuhan dan kondisi aktual pada mitra. Tahapan pada program ini meliputi perumusan rancangan, tahap pabrikasi alat, dan tahap implementasi pada mitra. Penggunaan mesin pencuci dan peragi ini meningkatkan kecepatan proses pencucian menjadi 5 menit dengan 2 pencucian berulang dibandingkan cara konvensional yaitu 15 menit dengan 7 s.d. 8 kali pencucian berulang. Tahapan proses pencucian hanya dengan satu mesin pencuci dan peragi mampu melakukan proses pencucian dan peragian kedelai dengan kapasitas 60 kg dibanding cara konvensional yaitu dengan kapasitas 30 kg. Ergonomika dari mesin pencuci dan peragi tergolong risiko rendah sehingga siap dan aman untuk penggunaannya. Dengan demikian, secara teknis mesin pencuci dan peragi ini meningkatkan produktivitas pembuatan tempe pada UD. Tempe 85.
Analisis Energi dan Eksergi Pembangkit Listrik Tenaga Panas Bumi Dieng dengan Penambahan Sistem Double-Flash Menggunakan Metode Termodinamika Arya Pramudya Pramundana; Nugroho Agung Pambudi
Nozel : Jurnal Pendididikan Teknik Mesin Vol 7, No 4 (2025)
Publisher : Fakultas Keguruan dan Ilmu Pendidikan Universitas Sebelas Maret Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/nozel.v7i4.115575

Abstract

Indonesia possesses significant geothermal energy potential, accounting for approximately 40% of the world's total reserves. However, its utilization in power generation is still constrained by system efficiency limitations. This study aims to assess the thermal performance of the Dieng Unit 1 Geothermal Power Plant (GPP), which currently operates with a 55 MW single-flash system, and evaluate performance improvements through the integration of a double-flash configuration. A numerical simulation was conducted using the Engineering Equation Solver (EES) software, based on actual operational data from January to February 2025. The results indicate that the implementation of the double-flash system enhances energy efficiency from 71.87% to 84.1%, and exergy efficiency from 43.17% to 49.11%. Net power output increased by 7,560 kW by re-utilizing brine from the high-pressure separator. The study further investigates the effects of pressure variation in the Low Pressure Separator (LPS) and turbine efficiency on power output, identifying 1.6 bar as the optimal pressure for maximizing exergy input. These findings confirm that the double-flash system effectively reduces energy losses and significantly improves the plant’s thermodynamic performance. This research provides valuable insights for optimizing geothermal power systems, offering strategic solutions for sustainable energy development in high-potential regions like Indonesia.
STUDI PEMANFAATAN LIMBAH KULIT DURIAN (Durio Zibethinus Murr) SEBAGAI BAHAN BAKAR PADAT ALTERNATIF DENGAN TEKNOLOGI HYDROTHERMAL Trihastanto Hadi Nugraha; Nugroho Agung Pambudi; Ranto Ranto
Nozel : Jurnal Pendididikan Teknik Mesin Vol 2, No 1 (2020)
Publisher : Fakultas Keguruan dan Ilmu Pendidikan Universitas Sebelas Maret Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/nozel.v1i3.50848

Abstract

The purpose of the study are analyzed the potential energy of durian peels as an ingredient of solid fuel use the conversion of biomass hydrothermal technology. This study used an experimental method with hydrothermal treatment. Variations used in this method are temperature variations of 180°C, 200°C, and 220°C with variations in holding times of 30 minutes and 60 minutes. To determine the fuel content of durian peels, heating values and proximate analysis were carried out to determine water content, ash content, volatile content, and carbon content. The test result showed that durian peels waste is suitable to be used as an alternative fuel that is suitable for lignite coal fuel. In testing, the highest calorific value is 4515.52 kal / gram which was equivalent to the calorific value of lignite coal (3500 - 4611 cal / gram) according to the American Standard Testing and Mineral (ASTM).
PENGEMBANGAN EXPERIENTIAL LEARNING DENGAN METODE ELEMEN HINGGA PADA MATA KULIAH AERODINAMIKA Muchlis Taufiq Anjar Wicaksono; Indah Widiastuti; Nugroho Agung Pambudi
Nozel : Jurnal Pendididikan Teknik Mesin Vol 2, No 3 (2020)
Publisher : Fakultas Keguruan dan Ilmu Pendidikan Universitas Sebelas Maret Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/nozel.v2i2.43246

Abstract

The study in Aerodynamics has shifted from large theoretical curriculum into authentic learning experiences in response to the industry requirement. In addition, the development of computational methods has revolutionized the design cycle in aerodynamics. This work describes an integrated approach in an undergraduate Aerodynamics course using the Kolb’s Learning cycle. Experiential learning is incorporated in the class to provide more opportunities for students to understand the theoretical concept through experiencing the applications and impact of the concept in real life. The Finite Element Method (FEM) which is widely used in analyzing many engineering problems was integrated into the Aerodynamics theory and application to visualize changes of parameter in the design phase.  The main learning objective of the developed learning module is to apply appropriate aerodynamics models to predict the forces on and performance of a vehicle design. The module is assessed by instructor before being applied for the students in the classroom. It is considered to be an effective method for learning when lectures and computation works are integrated in a meaningful manner.   This development research is expected to be able to produce graduates who are competent in the field of design.
DC-DC Converters For Hydrogen Fuel Cell Control: A Comprehensive Literature Review Mohd Shafie Bakar; Mohd Shawal Jadin; Mohd Herwan Sulaiman; Nugroho Agung Pambudi; Danar Susilo Wijayanto
Nozel : Jurnal Pendididikan Teknik Mesin Vol 8, No 4 (2026)
Publisher : Fakultas Keguruan dan Ilmu Pendidikan Universitas Sebelas Maret Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/nozel.v8i4.123020

Abstract

This paper presents a comprehensive literature review of recent advances in DC–DC converter technologies for hydrogen fuel cell power conditioning, with particular emphasis on proton exchange membrane fuel cells (PEMFCs) used in electric vehicle and stationary energy systems. Covering 29 peer-reviewed studies, the review examines progress in converter topologies, control methodologies, and performance optimization. The analysis highlights interleaved boost converters combined with advanced control strategies—such as linear quadratic regulator (LQR) control, fractional-order PID control, and sliding mode control—as the current state-of-the-art, achieving efficiencies above 95% while substantially reducing input current ripple and improving transient response. Emerging research trends include high-gain impedance-network converters enabling wide input voltage ranges, isolated and bidirectional converter architectures that support hybrid energy storage integration, and intelligent optimization-based control approaches incorporating particle swarm optimization (PSO) and model predictive control (MPC). The review further identifies key trade-offs in efficiency, power density, voltage gain capability, and dynamic behavior across converter designs, providing a structured foundation for future development of high-performance fuel cell power conditioning systems.