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All Journal International Journal of Electrical and Computer Engineering Edu-Sains: Jurnal Pendidikan Matematika dan Ilmu Pengetahuan Alam Governance : Jurnal Ilmu Pemerintahan Bulletin of Electrical Engineering and Informatics Journal of Indonesian Tourism and Development Studies Jurnal Mahasiswa TEUB Jurnal EECCIS Shaut Al-'Arabiyah Professional : Jurnal Komunikasi dan Administrasi Publik International Journal of Artificial Intelligence Research Journal of Information Technology and Computer Science Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Jurnal Administrasi Publik : Public Administration Journal JKTP: Jurnal Kajian Teknologi Pendidikan Jurnal SOLMA Jurnal Noken: Ilmu-Ilmu Sosial Rancang Bangun EXTRAPOLASI: Jurnal Teknik Sipil Administratio : Jurnal Ilmiah Administrasi Publik dan Pembangunan SEIKO : Journal of Management & Business Al Mi’yar: Jurnal Ilmiah Pembelajaran Bahasa Arab dan Kebahasaaraban JURNAL PENDIDIKAN TAMBUSAI International Journal of Social Science and Business Abdimas Umtas : Jurnal Pengabdian kepada Masyarakat MIMBAR : Jurnal Penelitian Sosial Dan Politik PERSPEKTIF Jurnal Pemerintahan dan Politik JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Inovasi dan Teknologi Pembelajaran (JINOTEP) Kajian dan Riset Dalam Teknologi Pembelajaran TSAQOFIYA : Jurnal Pendidikan Bahasa dan Sastra Arab Jurnal Pembelajaran Pemberdayaan Masyarakat (JP2M) Indonesian Journal of Cultural and Community Development Indonesia Berdaya Extrapolasi Journal of Research in Instructional Bulletin of Science Education Journal of Islamic and Law Studies (JILS) Jurnal Islam Nusantara jurnal administrasi politik dan sosial Aplikasi Administrasi: Media Analisa Masalah Administrasi Jurnal Pengabdian Masyarakat Bhinneka Administratio Jurnal Ilmiah Ilmu Administrasi Negara Ramatekno MIMBAR : Jurnal Sosial dan Pembangunan INOVASI: Jurnal Politik dan Kebijakan Synergy : Jurnal Ilmiah Multidisiplin Riyahuna: Jurnal Pendidikan Bahasa Arab Hasbuna La Zhulma jurnal ekonomi syariah Jurnal Malikussaleh Mengabdi Proceedings Series of Educational Studies Muara: Jurnal Manajemen Pelayaran Nasional Jurnal Manajemen Informatika, Sistem Informasi dan Teknologi Komputer (JUMISTIK) Journal of Educational Technology Studies and Applied Research Suluah Pasaman BJHTCR Tahdzib Al-Akhlaq Jurnal Pendidikan Islam Sumbula : Jurnal Studi Keagamaan, Sosial dan Budaya
Zainul Abidin
Jurusan Hama dan Penyakit Tanaman, Fakultas Pertanian, Universitas Brawijaya
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Journal : Jurnal EECCIS

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Modification of P&O Method on MPPT with PI Controller to Reduce Power Oscillation during Steady-State Condition Habibah, Nisrina Rania; Nur Hasanah, Rini; Abidin, Zainul
Jurnal EECCIS (Electrics, Electronics, Communications, Controls, Informatics, Systems) Vol. 18 No. 3 (2024)
Publisher : Faculty of Engineering, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/jeeccis.v18i3.1749

Abstract

This paper describes an improvement of the Perturb and Observe (P&O) method for maximum power-point tracking (MPPT) on a photovoltaic (PV) cell generating system. The improvement is achieved using a reference voltage () value to respond to perturbation and calculates the power change based on the response. The magnitude of is determined using the reference voltage change . A large will result in a faster tracking but increasing oscillations during steady-state conditions, while a small will reduce oscillations but slowing down the MPPT response. An adaptive value is required to reduce the oscillations which have potential to degrade the efficiency of the PV cell output. A proportional-integral (PI) controller is explored in this paper in determining the most appropriate value. The results showed that oscillations around the MPP point could be reduced by 99%.
ECG Signal Classification Using MODWT and CNN for Early Detection of Cardiac Abnormalities Hamadani, Mohammad Yusuf; Abidin, Zainul; Muhammad Fauzan Edy Purnomo
Jurnal EECCIS (Electrics, Electronics, Communications, Controls, Informatics, Systems) Vol. 19 No. 1 (2025)
Publisher : Faculty of Engineering, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/jeeccis.v19i1.1769

Abstract

Accurate classification of ECG signals is crucial for the early detection of cardiac abnormalities. This study proposes a method that integrates Maximal Overlap Discrete Wavelet Transform (MODWT) for feature extraction with a Convolutional Neural Network (CNN) to enhance classification performance. Unlike previous research that applied a custom 1D CNN directly to raw ECG signals, this approach preprocesses the data using MODWT to extract QRS complex features, improving the model’s ability to distinguish between different heart conditions. The classification includes four categories: Atrial Fibrillation (AF), Congestive Heart Failure (CHF), Normal Sinus Rhythm (NSR), and Ventricular Fibrillation (VF). The model’s performance was evaluated using key metrics, achieving precision of 96.96%, recall of 96.88%, F1-score of 96.86% and an accuracy of 98.75% on test data and 96.88%, on validation data. These results indicate that the proposed approach provides competitive classification performance, demonstrating the potential of combining wavelet transform and deep learning techniques to support ECG-based cardiac abnormality detection and diagnosis.
Co-Authors Abdul Latief Abadi Abdul Latif Abidin, Revalina Nathasya Amelia Adam Malik Ade Irvan Tauvana Adharul Muttaqin Adiman Adista Sihombing, Ivanna Agung Setia Budi, Agung Setia Agus Wedi Ahmad Januar Jafarudin akbar, Doni Wahidul Akbar Akhmad Zainuri Amirulloh, Andy Amrullah Ananta, Maulana Paramaditya Andi Tenri Andriani, Rinita Ansar Ansar Arafah Husna Araki, Kakeru Ardytyan, Reiza Hafid Armin Aryanto, Andri Asmaul Husna Asmiddin, Asmiddin Asmungi, Gaguk Asrul Saputra Atikawati, Dini Aulia, Devina Baehaqi Bagus Prabowo, Bayu Bahr, Andreas Basyiruddin, Moh. Bunga Hidayati Cahyaningrum, Nadila Eka Okta Cakramedia, Muhammad Rizki Dafrizal, Dafrizal Dagau, Lelie Damayanti, Adinda Putri Dasni, Dasni Deddy Junaedi Denny Nurdiansyah Dewi Susanti Atmaja Didi, La Dilent, Steffany Driyanto, Agen Effy Wardati Maryam Eka Pramono Adi Endah Budi Purnomowati Falah, Raisul Farisi, Hariz Febrian, Muhammad Arif Finnadi, Stefanus Dion Firman Akbar Fuad Al Fatih, Ahmad Nuril Fuady, Anies Gunawan, Prayogo Aldi Habibah, Nisrina Rania Hakami, Fauzan Hamadani, Mohammad Yusuf Harfina , Nely Hendrawan Rachman, Indra Henry Praherdhiono Herlina Ike Oktaviani Herman, La Ode Hidayanti, Nia Hikam, Randian Ahmad Fawwazi Husnul Khatimah I Putu Hikariantara Indrawan, La Ode Syarif Indriani Indriani Irfan, Moh. Is Subekti, Mokhamad Iswanjaya, Septian Jajang Rusmana Janah, Nadya Miftaqul Kalimatun Nabil, Muaz Kasim Kasim Khaeruddin Khaeruddin Khafifah, Siti Khoirini, Nurul Khoirul Huda La Dana, Nurlaila La Ode Syaiful Islamy Labiba, Fatiha Zahra Lengkong, Johny Peter Liza, Fitri Luqman Qurata Aini Lutfi Fanani Luthfia, Sarah Aqila Made Duananda Kartika Degeng Mahmudi, Anas Maisyaroh, Iud Maknuunah, Lu'luil Maliya, Isvaro Amna Marlyah, Marlyah Masri, Febby Maulana, Eka Maulidina, Mochammad Arbayu Meidiansyah, Muhamad Yuma Michael Mamentu, Michael Minarsih, Susiat Moh. Miftahul Choiri Muhammad Aswin Muhammad Fauzan Edy Purnomo Muhammad Nabhan Taqiyuddin Muhammad Rizky Ramadhan Mujib Ridwan Mula Agung Barata Nahri, Mochammad Hilman Amirudin Nasirudin, M. Natsir, Abdul Nazihah, Roidatun Nurhidayah, Dea Nurlaily, Nisya Nurlatifah, Syifa Nurullah, Ahmad Rizkhan Nurussa’adah, n/a Onny Setyawati Parama Latief, Muhammad Raihan Parasit, La Parmawati, Rita Pradana, Dian Pratama, Faris Yoga Prawira, Muhammad Satya Buana Pristianto, Hendrik Putra, Atha Darari Putri, Dinda Dwi Laksono Putri, Fitrah Rohimah Agma Putri, Pingkan Novita Yanda Raden Arief Setyawan Rahayu, Ardyanovanti Rahmawati, Rahmawati Raihanah Raihanah Rakhmadhany Primananda, Rakhmadhany Ramadhan, Novia Ramadhan, Syahril Ramadhani Ramadhani Razak, Angger Abdul Razak Abdul Ricardo, Aldo Rina Amelia Rini Nur Hasanah Rizki, Baiq Nadia Tiara Rofi'i, Fathur Rohama, Rohama Rokhman, Rokhman Romadhoni, Samsul Arifin Said, Risal Saida Ulfa Santoso, Rachmat Adi Sari, Iis Winda Sasminta Christina Yuli Hartati Siti Nuri Nurhaidah Sri Sudaryanti, Sri Subiyanto, Fadhil Ilham Sugiyanto, Arif Nofa Sulistiyanto Sulistiyanto, Sulistiyanto Sulton Supriono Supriono Susilaningsih Susilaningsih, Susilaningsih Syahkiren, Muhammad Syarif , LM Syifha, Nor Syihabuddin, M. Tazkiyah, Aulia Tenri, Andi Tri Ananta, Mahardeka Tri Nurwati Uddin, Aksar Ulyana, Ardiyanti Vissa Reiensefa T Wanita Wardana, Fitri Candra Wardoyo, Eko Hadi Wibowo, Ellena Widya Widjaja, Theodore Raphaello Giovanni Arden Widyantoro, Salsa Yahya, Muhammad Ridzky Abidzar Yerry Soepriyanto Yuliana, Fatimah Dwi Yuniar, Nabila Yuri Azzahra, Adiva Yuspriyono, Yuspriyono Zaid, Siti Nurhikmah Zainul Abidin, Muhamad Zainul Arifin Zarkasyi, Mohammad Habibie Zidni, Irfan