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Turbofan Engine Remaining Useful Life Prediction Using 1-Dimentional Convolutional Neural Network Fauzan, Ahmad; Handayani, Lestari; Insani, Fitri; Jasril; Sanjaya, Suwanto
Computer Engineering and Applications Journal (ComEngApp) Vol. 13 No. 3 (2024)
Publisher : Universitas Sriwijaya

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Abstract

Turbofan engines have been the dominant type of engine in aircraft for the last forty years. Ensuring the quality of these engines is crucial for flight safety, particularly for long-distance flights. However, their performance degrades over time, impacting flight safety. To address this issue, it is essential to predict potential engine failures by estimating the Remaining Useful Life (RUL) of the engines Deep learning, especially Convolutional Neural Networks (CNNs), has demonstrated exceptional proficiency in handling intricate, non-linear data, leading to improved RUL predictionsdue to their ability to process complex and non-linear data. In this project, a 1-D CNN is used to predict RUL using the NASA C-MAPSS FD001 dataset, which consists of 3 settings and 21 sensors, though sensors with stagnant readings are excluded. The dataset is normalized using min-max and z-score methods, and then segmented into sequences for input into the 1-D CNN model. Various training scenarios were evaluated, with the best RMSE of 3.26 achieved using 10 epochs, a learning rate of 0.0001, and z-score normalization. The results indicate that feature selection can produce a lower RMSE compared to scenarios without feature selection.
Pelatihan Penerapan Model Connected Untuk Meningkatkan Kemampuan Berbahasa Siswa Sekolah Dasar Jasril; Asmawati; Laspida Harti; Julian Chandra; Desi Fitria; Efrianto; Winda Azmi
Jurnal Pengabdian Masyarakat Mandira Cendikia Vol. 4 No. 7 (2025)
Publisher : YAYASAN PENDIDIKAN MANDIRA CENDIKIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70570/jpkmmc.v4i7.1816

Abstract

Pengabdian kepada masyarakat ini bertujuan meningkatkan kompetensi guru dalam merancang dan melaksanakan pembelajaran menggunakan model connected dalam rangka meningkatkan keterampilan berbahasa siswa. Kegiatan ini dilakukan melalui tiga tahap utama: (1) persiapan, meliputi koordinasi dengan sekolah mitra, observasi awal, dan penyusunan modul pelatihan; (2) pelaksanaan, yang mencakup pelatihan guru, pendampingan implementasi di kelas, serta penggunaan media pembelajaran kontekstual; dan (3) evaluasi, melalui observasi, analisis hasil karya siswa, serta diskusi reflektif bersama guru. Metode yang digunakan adalah metode partisipatif dan kolaboratif. Hasil pelatihan menunjukkan bahwa kegiatan ini berhasil meningkatkan kapasitas guru baik secara konseptual maupun praktikal. Guru tidak hanya mendapatkan pemahaman baru tentang model connected, tetapi juga mampu merancang pembelajaran yang konkret dan relevan dengan pengembangan keterampilan berbahasa siswa sekolah dasar. Penerapan model ini selain mampu meningkatkan kemampuan berbahasa siswa secara signifikan, sekaligus menjadikan siswa lebih aktif, komunikatif, dan mampu mengungkapkan gagasan secara lisan maupun tertulis dalam pembelajaran
Biosynthesis of sulfur and selenium co-doped ZnO nanoparticles for the enhanced photocatalytic treatment of industrial wastewater Sulistyo Rini, Ari; Sitorus, Afrida Helena; Rati, Yolanda; Taer, Erman; Usman, Zulkarnain; Jasril; Umar, Akrajas Ali
Communications in Science and Technology Vol 10 No 1 (2025)
Publisher : Komunitas Ilmuwan dan Profesional Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21924/cst.10.1.2025.1539

Abstract

Although ZnO photocatalysts show potential for wastewater treatment, their low efficiency limits the commercialization. To address this problem, we investigated the effect of co-doping ZnO with selenium (4%, fixed) and sulfur (0.5, 1, and 1.5 wt%). The catalysts were synthesized using Matoa leaf extract and zinc nitrate hexahydrate while being subjected to 540 W microwave irradiation. UV-Vis analysis revealed absorption peaks at 340-398 nm with sulfur doping increasing the band gap. XRD confirmed the preservation of the hexagonal wurtzite structure, while FESEM images showed a morphological transformation from nanoflowers to petal flakes with increasing sulfur content. EDX analysis confirmed the presence of S, Se, Zn, and O, while FTIR analysis identified OH groups from the extract in the nanoparticles. BET surface area was found to progressively reduced from 24.58 to 16.86 m²/g with sulfur doping. The co-doped catalyst with 0.5 wt% sulfur (0.5S(4Se-ZnO)) demonstrated the highest degradation of 4-nitrophenol at 99.69%, indicating its applicability in industrial wastewater treatment. These findings indicate that the Se/S co-doped ZnO, prepared via a green synthesis route, holds a strong promise as an efficient and practical photocatalyst for addressing environmental pollution in a sustainable and economical manner.
Synthesis of Pyridazinone Derivatives Substituted with Methoxy with Phenyl Hydrazine and In Silico Test of Anticancer Activity Zulmy, Winda Permata; Sholihah, Putri Mar Atus; Yuda Teruna, Hilwan; Jasril
Jurnal Riset Kimia Vol. 16 No. 2 (2025): September
Publisher : Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/jrk.v16i2.809

Abstract

The synthesis of pyridazinone derivatives has gained increasing attention due to their diverse biological activities, particularly as anticancer agents. In this study, novel pyridazinone derivatives substituted with methoxy groups and phenyl hydrazine were synthesized through a multi-step reaction pathway, starting from methoxyacetophenone and glyoxylic acid, followed by cyclization and substitution reactions to yield the target compound 7-(2-methoxyphenyl)-2H-pyridazino[6,1-c][1,2,4]triazine-3(4H)-one. The synthesized compounds were characterized by melting point, TLC, HPLC, UV-Vis, FTIR, NMR, and MS analyses, confirming the expected structures. In silico evaluation was performed using molecular docking against estrogen receptor α (ERα) kinase domain (PDB ID: 1T46), a key protein in breast cancer progression. The docking results showed that the synthesized compounds exhibited strong binding affinities, with compound 8 displaying a binding free energy of –9.1971 kcal/mol and stable interactions with residues Cys673, Leu799, and Phe811. These values were superior compared to the natural ligand and comparable to the reference drug doxorubicin, indicating significant anticancer potential. The results suggest that structural modification of pyridazinone with methoxy and phenyl hydrazine substituents enhances its cytotoxic activity, making it a promising candidate for further development as an anticancer agent.
AUGMENTASI DATA PADA IMPLEMENTASI CONVOLUTIONAL NEURAL NETWORK ARSITEKTUR EFFICIENTNET-B3 UNTUK KLASIFIKASI PENYAKIT DAUN PADI Putri Ayuni, Desy; Jasril; Irsyad, Muhammad; Yanto, Febi; Sanjaya, Suwanto
ZONAsi: Jurnal Sistem Informasi Vol. 5 No. 2 (2023): Publication Periodic ZONAsi: Jurnal Sistem Informasi.
Publisher : Universitas Lancang Kuning

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31849/zn.v5i2.13874

Abstract

Padi adalah salah satu jenis biji-bijian dengan urutan ketiga sebagai bahan pokok makanan setelah gandum dan jagung. Jenis penyakit yang menyerang daun tanaman terdiri atas blast, brownspot, leaf smut. Pada penelitian ini metode Convolutional Neural Network dengan Arsitektur Efficientnet-B3 digunakan untuk mengklasifikasikan penyakit daun pada tanaman padi. Tujuan penelitian ini membandingkan tingkat akurasi menggunakan data tanpa augmentasi (asli) dan data yang telah di augmentasi. Augmentasi data yang digunakan brightness, rotation, dan vertical_flip. Selain itu dilakukan juga pengujian menggunakan optimizer yang berbeda yaitu optimizer RMSprop dan optimizer SGD (Stochastic Gradient Descent). Pengujian dilakukan dengan tiga model perbandingan data yaitu 90:10, 80;20 dan 70:30. Hasil pengujian memperlihatkan akurasi tertinggi menggunakan data asli pada rasio 70:30 yaitu sebesar 92.39% dengan optimizer RMSprop. Sedangkan untuk akurasi tertinggi menggunakan data augmentasi terdapat pada rasio 90:10 yaitu sebesar 98.91% dengan optimizer RMSprop.
Implementasi Pemanfaatan Permainan Dalam Pembelajaran Membaca Di Sekolah Dasar Jasril; Asmawati; Laspida Harti
Jurnal Pengabdian Masyarakat Mandira Cendikia Vol. 3 No. 1 (2024)
Publisher : YAYASAN PENDIDIKAN MANDIRA CENDIKIA

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Abstract

Membaca permulaan merupakan tahapan proses belajar membaca bagi siswa sekolah dasar kelas awal. Siswa belajar untuk memperoleh kemampuan, menguasai teknik-teknik membaca dan menangkap isi bacaan dengan baik. Oleh karena itu, guru perlu merancang pembelajaran membaca dengan baik sehingga mampu menumbuhkan kebiasan membaca sebagai suatu yang menyenangkan. Suasana belajar harus dapat diciptakan melalui kegiatan permainan bahasa dalam pembelajaran membaca. Hal itu sesuai dengan karakteristik anak yang masih senang bermain. Permainan memiliki peran penting dalam perkembangan kognitif dan sosial anak. Oleh sebab itu, strategi permainan dapat dijadikan sebagai salah satu strategi dalam pembelajaran membaca di kelas pemula. Pengabdian ini menggunakan metode permainan dengan informan siswa kelas 2 SD Negeri 16 Enam Lingkung, Kecamatan Enam Lingkung, Kabupaten Padang Pariaman, Sumatera Barat. Hasil pengabdian ini adalah pemanfaatan permainan dalam pembelajaran bahasa di sekolah dasar membuat siswa merasa senang dan riang dalam pembelajaran membaca. Dengan adanya pengabdian ini diharapkan dapat meningkatkan keterampilan membaca siswa melalui pemanfaatan permainan.
Pertarungan Jiwa Tokoh Utama Dalam Novel Kubah Karya Ahmad Tohari Jasril; Laspida Harti; Desi Fitria
Jurnal Ilmiah Multidisiplin Keilmuan Mandira Cendikia Vol. 2 No. 7 (2024)
Publisher : Yayasan Pendidikan Mandira Cendikia

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Abstract

Penciptaan novel tidak terlepas dari konflik baik fisik maupun batin tokoh cerita (konflik batin selanjutnya ditulis pertarungan jiwa). Konflik merupakan jiwa cerita yang menggiring pembaca sampai akhir cerita. Tanpa ada konflik cerita akan datar, hambar, dan tidak menarik bagi pembaca. Penelitian ini mencoba mendeskripsikan bentuk pertarungan jiwa tokoh utama, penyebab pertarungan jiwa tokoh utama, dan penyelesaian pertarungan jiwa tokoh utama. Teori yang mendasari penelitian ini adalah teori psikoanalisis. Jenis penelitian ini adalah kualitatif deskripstif. Pengumpulan dan penganalisisan data dilakukan secara bersamaan dengan teknik baca-catat-analisis, menggunakan teknik analisis isi dan metode pembacaan heuristik dan hermeneutik. Data berbentuk kata, kalimat, dan pragraf yang mengandung pertarungan jiwa yang bersumber dari novel Kubah karya Ahmad Tohari. Hasil penelitian menyimpulkan bahwa dalam novel kubah terdapat pertarungan jiwa dalam diri Karman sebagai tokoh utama yang pengaruhi oleh id yaitu keinginan membalas sakit hati kepada H.Bakir, ego menikahi Marni setelah bekerja dan lamaran di tolak H. Bakir, dan super ego keluar dari penjara dan menyadari semua kesalahannya. Pertarungan jiwa Karman disebabkan oleh perasaan marah dan kecewa, beban masa kecil, dan perasaan ditinggalkan. Penyelesaian pertarungan jiwa tokoh utama melalui membalas sakit hati, mencari pelarian, menerima dengan sabar dan ikhlas, bertobat, dan kembali ke masyarakat.
Analyzing Students' Needs in Learning Short Story Writing: An Exploratory Case Study in Indonesian Schools Jasril Jasril; Asmawati Asmawati
AL-ISHLAH: Jurnal Pendidikan Vol 17, No 2 (2025): JUNE 2025
Publisher : STAI Hubbulwathan Duri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35445/alishlah.v17i2.7400

Abstract

This study investigates the learning needs of senior high school students in West Sumatra, Indonesia, regarding short story writing. Understanding these needs is essential to develop effective instructional strategies that enhance students’ writing skills. A qualitative research design employing a descriptive analysis method was used. Data were collected through an exploratory case study involving 295 students and 15 teachers from four senior high schools. Instruments included short story writing tests, student questionnaires, and interviews with both students and teachers. The collected data were analyzed using content analysis techniques. Findings indicate that students benefit from a problem-based flipped classroom model, where they study materials at home and complete tasks in class. They also require a problem-based learning approach that emphasizes autonomy, motivation, creativity, logical reasoning, and experiential learning. Preferred learning media are digital, engaging, and flexible—accessible from home and adaptable to individual pacing. In terms of assessment, students favor ongoing, collaborative evaluations that align with the learning process. They also value assessments that directly support the development of their writing skills through constructive feedback and skill-targeted assignments. The results suggest that integrating digital tools and active learning models can better support students’ engagement and progress in short story writing. Instructional designs should reflect students' preferences for autonomy, creativity, and continuous feedback.
Model Project Based Learning Berbantuan Media Audio Visual dalam Menulis Cerita Pendek Avivi Juanda; Jasril; Bunga Febrimora Hendri
Jurnal Pendidikan dan Inovasi Pembelajaran Vol. 1 No. 3 (2026): Edisi: April-Juni
Publisher : Pustaka Bangsa Indonesia

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Abstract

Penelitian ini bertujuan untuk mendeskripsikan keterampilan menulis teks cerita pendek siswa sebelum dan sesudah penerapan model Project Based Learning (PjBL) berbantuan media audiovisual serta menganalisis pengaruhnya. Penelitian menggunakan metode deskriptif analitis dengan desain one group pretest-posttest. Populasi penelitian adalah siswa kelas XI SMAN 1 2X11 Kayutanam tahun 2025 sebanyak 155 orang, dengan sampel kelas XI F2 berjumlah 33 siswa. Data diperoleh melalui tes menulis teks cerita pendek sebelum dan sesudah perlakuan. Hasil penelitian menunjukkan bahwa rata-rata keterampilan menulis siswa sebelum perlakuan sebesar 60,40 (kualifikasi cukup) dan meningkat menjadi 85,25 (kualifikasi baik) setelah penerapan PjBL berbantuan media audiovisual. Hasil uji hipotesis menunjukkan bahwa nilai thitung (8,41) lebih besar daripada ttabel (2,00) pada taraf signifikansi 5%, sehingga terdapat pengaruh yang signifikan terhadap peningkatan keterampilan menulis siswa. Dengan demikian, penerapan model PjBL berbantuan media audiovisual efektif dalam meningkatkan keterampilan menulis teks cerita pendek siswa kelas XI SMAN 1 2X11 Kayutanam.
Hubungan Pembiasaan Nilai Karakter Islami dan Disiplin Belajar Siswa Berdasarkan Uji Chi-Square Jasril; Habibi, Mhmd
Journal of Practice Learning and Educational Development Vol. 6 No. 2 (2026): Journal of Practice Learning and Educational Development (JPLED) in Press
Publisher : Global Action and Education for Society

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58737/jpled.v6i2.1071

Abstract

The habit of Islamic character values is one of the strategic efforts in shaping the behavior and attitudes of students, including in improving learning discipline. Islamic values such as honesty, responsibility, discipline, and obedience to rules are believed to be closely related to student learning behavior at school. This study aims to determine the relationship between the habit of Islamic character values and student learning discipline. This study used a quantitative approach with a correlational design. Data were collected through questionnaires on the instillation of Islamic character values and student learning discipline. Data analysis techniques used the Chi-Square test to determine the relationship between two categorical variables. The results showed that there was a significant relationship between the instillation of Islamic character values and student learning discipline (p < 0.05). These findings indicate that the better the habit of Islamic character values, the higher the level of student learning discipline. Therefore, the habit of Islamic character values needs to be continuously strengthened as an integral part of the educational process in schools.