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All Journal Jurnal Sistem Komputer & Kecerdasan Buatan Fidelity : Jurnal Teknik Elektro International Journal Engineering and Applied Technology (IJEAT) Jurnal Pengabdian dan Pemberdayaan Masyarakat Indonesia
Bayu Indrawan
Nusa Putra University
Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Engineering Mechanical Engineering Public Health Social Sciences

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EEG-Based Classification of Schizophrenia and Bipolar Disorder with the Fuzzy Method Aryo Sidik; Harurikson Lumbantobing; Anang Suryana; Muchtar Ali Setyo Yudono; Edwinanto; Yudha Putra; Yufriana Imamulhak; Bayu Indrawan
INTERNATIONAL JOURNAL ENGINEERING AND APPLIED TECHNOLOGY (IJEAT) Vol. 5 No. 2 (2022): November 2022
Publisher : Nusa Putra University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52005/ijeat.v5i2.68

Abstract

This study demonstrates various fuzzy-based strategies for classifying and diagnosing people with mental illnesses such as schizophrenia and bipolar disorder. The signals collected from 32 unipolar electrodes during non-invasive electroencephalogram analysis were examined to determine their key characteristics. This research uses a sophisticated fuzzy-based radial basis function neural network. Entropy analysis and analysis of variance of other statistical parameters are also used. Three hundred and twelve schizophrenic patients and 105 individuals with bipolar disorder were examined. In contrast to healthy controls, the data indicated that the patients were correctly classified. With close to 96% accuracy, the suggested method outperforms existing machine learning methods, such as support vector machines and k-nearest neighbors. Conclusion: This categorization method will enable the development of highly accurate algorithms to identify and classify various mental illnesses.
Design of Solar Rooftop Using Helioscope in The Gazebo of Pelabuhan Ratu Coal Power Plant Bayu Indrawan; Aryo De Wibowo Muhammad Sidik; Anggy Pradiftha Junfithrana; Marina Artiyasa; Ilman Himawan Kusumah; Andika Kurniawan
Fidelity : Jurnal Teknik Elektro Vol 5 No 1 (2023): Edisi Januari 2023
Publisher : Universitas Nusa Putra

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52005/fidelity.v5i1.137

Abstract

Research on simulating the design of a solar power plant in the village of Wantilan Antosari aims to promote the use of new renewable energy sources. The method of PLTS is completed by paying attention to and accounting for the tilt angle in the Helioscope Software, designing the positioning of solar panel modules, designing inverters, configuring circuits, accounting for the number of batteries used, choosing Battery Control Units, and calculating investment. According to the simulation run by the helioscope program, nine solar modules at an angle of 58.7 can power a battery with a 500Ah capacity. The simulation also establishes an inverter with a 24.06kW inverter that generates 4.0 kWp power.
Studi Potensi Pemanfaatan Energi Baru Terbarukan (EBT) untuk Mendukung Sistem Ketenagalistrikan di Wilayah IKN Aryo Sidik; Harurikson Lumbantobing; Bayu Indrawan; Edwinanto Edwinanto; Yudha Putra; Yufriana Imamulhak; Ripal Rinaldi
Jurnal SISKOM-KB (Sistem Komputer dan Kecerdasan Buatan) Vol. 6 No. 2 (2023): Volume VI - Nomor 2 - Maret 2023
Publisher : Teknik Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47970/siskom-kb.v6i2.379

Abstract

Abstract—Energi adalah salah satu kebutuhan utama manusia untuk mendukung aktivitas yang jumlahnya terus semakin tinggi seiring dengan pertumbuhan penduduk dan ekonomi. Disisi lain, sebagian besar energi yang digunakan saat ini berasal dari energi berbasis fosil yg mempunyai sifat tidak terbarukan sehingga akan habis cadangannya Bila digunakan secara terus menerus. Indonesia secara umum serta wilayah IKN secara khusus mempunyai beraneka ragam potensi energi baru terbarukan (EBT) yg tersebar pada sebagian besar daerahnya, mencakup tenaga surya, tenaga angin, bioenergi, tenaga laut, hingga geothermal. Penelitian ini bertujuan untuk melakukan pemetaan potensi EBT di wilayah IKN untuk mendukung sasaran pemerintah mencapai bauran energi nasional dan mendorong diversifikasi energi pada sistem ketenagalistrikan. Hasil penelitian memberikan adanya potensi EBT yang relatif besar dari berbagai jenis energi di daerah IKN yang bisa dimanfaatkan pada proses konversi menjadi tenaga listrik.
Contribution of Disaster Response Team in Assisting Natural Disaster Mitigation in Cianjur Harurikson Lumbantobing; Aryo De Wibowo Sidik; Anggy Pradiftha Junfithrana; Anang Suryana; Handrea Bernando Tambunan; Muchtar Ali Setyo Yudono; Bayu Indrawan; Ilman Himawan Kusumah; Marina Artiyasa; Edwinanto; Yudha Putra; Yufriana Imamulhak
Jurnal Pengabdian dan Pemberdayaan Masyarakat Indonesia Vol. 3 No. 8 (2023)
Publisher : Peneliti Teknologi Teknik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59247/jppmi.v3i8.194

Abstract

This article discusses the contribution of the natural disaster response team in assisting with natural disaster mitigation in Cianjur. The disaster response team consists of several experts in the field of electrical engineering, such as electrical technicians, telecommunications specialists, and electronics experts, who are ready to assist in facing natural disasters in the Cianjur region. The article explains the activities carried out by the disaster response team, ranging from pre-disaster preparedness to post-disaster management. Some of the activities performed by the disaster response team include the development and maintenance of electro-technological infrastructure, training and educating the community about natural disaster mitigation, as well as coordination with relevant agencies in disaster management. The results of these activities indicate that the contribution of the natural disaster response team is crucial in assisting with natural disaster mitigation in Cianjur. With the presence of this team, losses can be reduced, and the recovery of the affected areas can be expedited after a disaster. This article can serve as a reference for relevant parties in enhancing preparedness for facing natural disasters in other regions.
Co-Authors Anang Suryana Anggy Pradiftha Junfithrana Aryo De Wibowo Edwinanto Edwinanto Edwinanto Handrea Bernando Tambunan Harurikson Lumbantobing Harurikson Lumbantobing Ilman Himawan Kusumah Ilman Himawan Kusumah Kurniawan Marina Artiyasa Marina Artiyasa Muchtar Ali Setyo Yudono Ripal Rinaldi Yudha Putra Yudha Putra Yufriana Imamulhak Yufriana Imamulhak