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All Journal Journal of Applied Data Sciences Malikussaleh Journal of Mechanical Science Technology Jurnal Sains dan Teknologi Jurnal Hasil Pengabdian Masyarakat (JURIBMAS) Jurnal Masyarakat Madani Indonesia Journal of Planning and Research in Civil Engineering Journal of Innovative and Creativity Jurnal Masyarakat Berdikari dan Berkarya (MARDIKA) SMART: Jurnal Pengabdian Kepada Masyarakat
Tjut Rizqi Maysyarah Hadi
Universitas Samudra
Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Physics Public Health Social Sciences Veterinary Other

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Karakteristik dan Perilaku Perjalanan Masyarakat pada Aktivitas Mandatory dan Non Mandatory di Kota Banda Aceh Berdasarkan Revealed Preference Data Tjut Rizqi Maysyarah Hadi; Febrina Dian Kurniasari; Michel Kasaf; Alfisyahrin
Jurnal Perencanaan dan Penelitian Teknik Sipil Vol 4 No 2 (2025): Juli
Publisher : Universitas Iskandar Muda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55616/prince.v4i2.971

Abstract

The city of Banda Aceh is experiencing rapid growth, especially in the transportation sector, as the population and daily mobility of people increase. This condition causes various traffic problems such as congestion, pollution, and safety. The Aceh Provincial Government through the Transportation Agency responded to this by providing the Trans Koetaradja Bus as an alternative to public transportation. This bus carries the concept of BRT-lite without a special lane, with the hope of reducing dependence on private vehicles. Although it is generally accepted, the use of Trans Koetaradja is still low due to limited route access and the absence of feeder transportation. This study aims to analyze the characteristics and travel behavior of Trans Koetaradja users and private vehicles in mandatory and non mandatory activities in Banda Aceh. The research was conducted in a quantitative descriptive manner using the revealed preference method with 400 respondents. The results showed that the majority of respondents were women aged 20–29 years old with a bachelor's education background and status as a student. The most dominant mode of transportation is motorcycles, used almost every day by respondents. The use of Trans Koetaradja is still low, with the majority of respondents only using it less than once a month. The average travel time to the bus stop is 2–4 minutes, and the dominant destination for mandatory activities is work, while for non mandatory activities is recreation. This underscores that the limited use of Trans Koetaradja is mainly due to access constraints, despite the presence of a well-defined potential user segment.
Pendidikan Darurat dan Pemulihan Psikososial Anak Pascabencana Banjir Bandang di Desa Tualang Baro Michel Kasaf; Tjut Rizqi Maysyarah Hadi; Jetno Harja; M Khairul Anam; Taufik Taufik; TM Rezaka Alfitra; Alfisyahrin Alfisyahrin
Jurnal Masyarakat Madani Indonesia Vol. 5 No. 2 (2026): Mei
Publisher : Alesha Media Digital

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59025/a1dvy087

Abstract

Bencana banjir bandang yang melanda Desa Tualang Baro, Kecamatan Manyak Payed, Kabupaten Aceh Tamiang, memberikan dampak serius pada sektor pendidikan berupa kerusakan fasilitas fisik dan trauma psikologis yang menurunkan motivasi belajar anak. Masalah spesifik yang dihadapi mitra adalah hilangnya perlengkapan alat tulis siswa serta terbatasnya akses edukasi yang mampu memulihkan kesiapan mental anak pascabencana. Kegiatan Pengabdian kepada Masyarakat ini bertujuan untuk memulihkan kondisi psikososial, meningkatkan kembali semangat belajar, serta menjaga keberlanjutan pendidikan anak melalui intervensi darurat yang terencana. Metode yang digunakan adalah pendekatan partisipatif yang melibatkan dosen dan mahasiswa melalui tiga tahapan utama: persiapan kebutuhan logistik, pelaksanaan edukasi interaktif selama tiga hari, serta evaluasi respon partisipan. Hasil kegiatan menunjukkan bahwa distribusi paket alat tulis yang terdiri dari buku, alat gambar, dan perlengkapan sekolah lainnya berhasil memenuhi kebutuhan dasar belajar siswa. Indikator keberhasilan terlihat dari antusiasme dan partisipasi aktif anak-anak dalam sesi belajar bersama, di mana terjadi peningkatan kepercayaan diri dan pengurangan tanda-tanda trauma secara bertahap melalui pendekatan yang menyenangkan. Kesimpulannya, integrasi antara penyediaan sarana belajar fisik dan pendampingan edukatif merupakan strategi awal yang proporsional dan efektif dalam mendukung pemulihan pendidikan anak di situasi krisis.
MYCD: Integration of YOLO-CNN and DenseNet for Real-Time Road Damage Detection Based on Field Images Helda Yenni; Rometdo Muzawi; Karpen Karpen; M. Khairul Anam; Michel Kasaf; Tjut Rizqi Maysyarah Hadi; Dewi Sari Wahyuni
Journal of Applied Data Sciences Vol 7, No 1: January 2026
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v7i1.1040

Abstract

Road damage such as cracks, potholes, and uneven surfaces poses serious risks to transportation safety, logistics efficiency, and maintenance budgeting in Indonesia. Manual inspection is time consuming, labor intensive, and prone to error, motivating the use of reliable computer vision solutions. This study proposes MYCD, a hybrid and mobile ready architecture that combines the fast detection ability of YOLO with the dense feature reuse of DenseNet, enhanced by the Convolutional Block Attention Module (CBAM) for spatial and channel focus and Spatial Pyramid Pooling (SPP) for multi scale context understanding. The system detects and classifies the severity of road damage into minor, moderate, and severe categories using images captured by standard cameras. MYCD was trained and validated on 1,120 field images using an 80/20 split to simulate realistic deployment. Validation achieved 64 percent accuracy, with the highest per class precision of 0.72 for minor damage and mAP@0.5 = 0.677. The confusion matrix showed that most errors occurred in the moderate category because of visual similarity with minor and severe damage. Unlike earlier studies that extended YOLO with heavy backbones such as ResNet or EfficientNet, MYCD focuses on feature propagation (DenseNet), attention precision (CBAM), and multi scale fusion (SPP) optimized for real time operation on standard hardware. Efficiency profiling confirmed its deployability. After compression, the model size is 46.8 MB and it requires 3.7 GFLOPs per inference at 640×640 resolution. On a mid-range Android device (Snapdragon 778G, 8 GB RAM), MYCD runs at 19 frames per second with 1.2 GB peak memory. Compared with YOLOv8 WD (68 MB; 5.2 GFLOPs), MYCD reduces computation by 31 percent while maintaining similar accuracy. Overall, MYCD achieves a practical balance of speed, accuracy, and efficiency, providing a deployable and reproducible framework for real time road damage detection in resource limited settings.
Analisis Desain Gedung Imigrasi Kelas I Banda Aceh dari Struktur Baja ke Struktur Beton Bertulang Alfisyahrin Alfisyahrin; Muhammad Riswandy; Michel Kasaf; Tjut Rizqi Maysyarah Hadi; Mhd. Arief Diana
INSOLOGI: Jurnal Sains dan Teknologi Vol. 4 No. 4 (2025): Agustus 2025
Publisher : Yayasan Literasi Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55123/insologi.v4i3.5370

Abstract

This study provides an understanding of the advantages of reinforced concrete in the construction of multi-story buildings in Banda Aceh. The objective of this research is to improve the efficiency of constructing the Class I Immigration Office Building in Banda Aceh by replacing the main structural system from steel to reinforced concrete. This change was carried out in accordance with the SNI 2847:2019 standard, utilizing the ETABS application for the design and analysis process.The results show that the total building weight in the existing condition (steel structure) is 1,594,043.95 kg, while using reinforced concrete increases the weight to 2,631,222.38 kg. At portal 5-5, the differences in bending moment and shear force between the steel and reinforced concrete structures are significant, with values of -2.9559 kNm and -80.0447 kNm for bending moment, and 3.5657 kN and 29.1996 kN for shear force, respectively. Additionally, the maximum lateral displacement in both X and Y directions is lower in the reinforced concrete structure compared to the steel structure. The axial force at portal 5-5 also shows an increase from -492.0887 kN (steel structure) to -949.2849 kN (reinforced concrete structure). These findings indicate that the use of reinforced concrete provides better stability, capacity, and overall structural performance compared to the steel structure
PENGUATAN KUALITAS INFRASTRUKTUR PENDIDIKAN MELALUI PENDAMPINGAN PROGRAM REVITALISASI SMA DI PROVINSI ACEH Michel Kasaf; Alfisyahrin; Mhd. Arief Diana; Tjut Rizqi Maysyarah Hadi; Marini Bravikawati
Jurnal Masyarakat Berdikari dan Berkarya (Mardika) Vol 3 No 3 (2025): Jurnal Masyarakat Berdikari dan Berkarya (MARDIKA)
Publisher : Fakultas Teknik, Universitas Samudra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55377/mardika.v3i3.13822

Abstract

The Senior High School (SMA) Revitalization Program is a strategic government initiative aimed at improving the quality of educational infrastructure to support a safe, comfortable, and sustainable learning environment. However, its implementation still encounters various technical and managerial challenges, particularly during the planning, execution, and control stages of the work. This community service activity aims to strengthen the quality of educational infrastructure through assistance in the SMA Revitalization Program in Aceh Province. The assistance was carried out by a university team using a self-managed approach, providing technical assistance, field supervision, and administrative support to schools and relevant stakeholders. The implementation methods included identification of existing conditions, assistance in technical planning, monitoring of construction implementation, and evaluation of work outcomes. The results indicate that the assistance improved the technical understanding of school-level implementers, enhanced the quality of construction work, and minimized potential implementation errors. Therefore, this activity contributes positively to the successful implementation of the SMA Revitalization Program and to the improvement of educational infrastructure quality in Aceh Province.
Edukasi PHBS Anak Pascabanjir Melalui Pemanfaatan Hygiene Kit di Desa Tualang Baro Kabupaten Aceh Tamiang Tjut Rizqi Maysyarah Hadi; Michel Kasaf; Alfisyahrin Alfisyahrin; M. Khairul Anam; Febrina Dian Kurniasari
Jurnal Masyarakat Madani Indonesia Vol. 5 No. 3 (2026): Agustus
Publisher : Alesha Media Digital

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59025/9m9rzs32

Abstract

Banjir yang terjadi di Desa Tualang Baro, Kabupaten Aceh Tamiang pada 25 November 2025 memberikan dampak signifikan terhadap kondisi kesehatan masyarakat, khususnya anak-anak sebagai kelompok rentan. Kondisi pascabanjir menyebabkan penurunan kualitas sanitasi lingkungan yang berpotensi meningkatkan risiko penyakit berbasis lingkungan. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan pemahaman dan keterampilan anak dalam menerapkan Perilaku Hidup Bersih dan Sehat (PHBS) melalui pendekatan edukatif, partisipatif, dan aplikatif. Metode pelaksanaan meliputi tahapan sosialisasi, edukasi PHBS, distribusi dan demonstrasi penggunaan hygiene kit, pendampingan serta evaluasi, dan keberlanjutan program. Hasil kegiatan menunjukkan adanya peningkatan pemahaman dan keterampilan anak dalam menjaga kebersihan diri, seperti mencuci tangan, menyikat gigi, dan menjaga kebersihan tubuh. Pendekatan interaktif melalui permainan dan praktik langsung terbukti efektif dalam meningkatkan partisipasi dan daya serap anak. Selain itu, distribusi hygiene kit sebagai sarana pendukung turut memperkuat perubahan perilaku yang lebih konsisten. Dengan demikian, integrasi antara edukasi PHBS dan penyediaan fasilitas kebersihan menjadi strategi yang efektif dalam meningkatkan derajat kesehatan anak pada kondisi pascabanjir.
Co-Authors Agusviyanda Akbar Rizqullah Alfisyahrin Alfisyahrin Alfisyahrin Alfisyahrin Alfisyahrin, Alfisyahrin Amalia Harmin Anam, M Khairul Arief Diana, Muhammad Arifin, Riski Delfian Masrura Dewi Sari Wahyuni Eka Lisdayanti Fauzan Fauzia, Arisna Febrina Dian Kurniasari Febrina Dian Kurniasari Febrina Dian Kurniasari Fitry Hasdanita Helda Yenni Isra, Muhammad Jetno Harja Karpen Karpen Kurniasari, Febrina Dian M. Ikhsan Wibowo Marini Bravikawati Mhd. Arief Diana Michel Kasaf Michel Kasaf Muhammad Isra Muhammad Nuzan Rizki Muhammad Riswandy Muhammad Riswandy Nurkhairunnisa Siregar Nurul Najmi Rahmawati Rometdo Muzawi Sabrina, Nur Irhamni Salsabila, Shafira Syaubari Syaubari Taufik Taufik TM Rezaka Alfitra Utami, Rika Sri Yunisa Fahmi, Nadya