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All Journal Indonesian Journal of Electronics and Instrumentation Systems ELKHA : Jurnal Teknik Elektro Semantik Jurnal Ilmiah Mikrotek Jurnal Informatika dan Teknik Elektro Terapan Jurnal Teknologi Elektro ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika International Journal of Artificial Intelligence Research JURNAL INTEGRASI SMARTICS Journal Jurnal Sains dan Informatika Jurnal Ilmiah Matrik Elsains : Jurnal Elektro Prosiding Seminar Nasional Sains dan Teknologi Terapan KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) JURIKOM (Jurnal Riset Komputer) Building of Informatics, Technology and Science Jurnal Informatika dan Rekayasa Elektronik Jurnal Elkolind : Jurnal Elektronika dan Otomasi Industri Indonesian Journal of Electrical Engineering and Computer Science Jurnal Sistem Komputer dan Informatika (JSON) Jurnal JEETech KLIK: Kajian Ilmiah Informatika dan Komputer JEEE-U (Journal of Electrical and Electronic Engineering-UMSIDA) BEES: Bulletin of Electrical and Electronics Engineering SinarFe7 Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) Jurnal Rekayasa elektrika Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi)
Wahyu Setyo Pambudi
Institut Teknologi Adhitama Surabaya (ITATS)
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Mathematics Mechanical Engineering Transportation Other

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Peramalan Beban Listrik Menggunakan Metode Jaringan Syaraf Tiruan (JST) Pada Gardu Induk Surabaya Selatan Untuk Menentukan Daya Yang Dibangkitkan Bagaskoro, Septian Haryo; Afifah, Laila Nur; Pambudi, Wahyu Setyo
Prosiding Seminar Nasional Sains dan Teknologi Terapan 2024: Menjembatani Energi Berkelanjutan dan Ekonomi Hijau melalui Transformasi Riset dan Teknologi T
Publisher : Institut Teknologi Adhi Tama Surabaya

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Abstract

Peningkatan jumlah penduduk Kota Surabaya setiap tahun memberikan dampak peningkatan beban energi listrik. Gardu Induk Surabaya selatan sebagai distribusi energi listrik di beberapa daerah yang padat penduduk akan mengalami peningkatan beban energi listrik. Solusi permasalahan ini adalah dengan menambah kapasitas pembangkit agar dapat memenuhi permintaan energi listrik. Penelitian ini bertujuan untuk meramalkan daya yang akan dibangkitkan menggunakan metode jaringan saraf tiruan. Hasil penelitian ini berdasarkan simulasi yang menunjukan bahwa dari arsitektur jaringan 12-6-1, 12-12-1, 12-18-1, 12-24-1, 12-30-1 yang telah digunakan dalam tahap pelatihan, maka arsitektur jaringan terpilih adalah 12-6-1 dikarenakan memiliki nilai error terkecil sebesar 0,7%. Dari semua data terdapat beberapa data yang telah di ramalkan memiliki error yang besar sekitar 5-10%. Perbandingan data aktual tiap bulan dengan data peramalan tiap bulan memiliki error sekitar 2% ketika dilakukan peramalan menggunakan arsitektur jaringan 12-6-1. Dengan demikian,penerapan metode jaringan saraf tiruan dapat digunakan untuk meramalkan daya yang dibangkitkan dengan baik serta dapat menjadi acuan pada penelitian selanjutnya.
Implementasi Sistem Kontrol PID pada Sistem Pendingin Suhu Panel Surya Putra, Yosua Gavin; erwanti, nariyah silviana; Pambudi, Wahyu Setyo
Prosiding Seminar Nasional Sains dan Teknologi Terapan 2024: Menjembatani Energi Berkelanjutan dan Ekonomi Hijau melalui Transformasi Riset dan Teknologi T
Publisher : Institut Teknologi Adhi Tama Surabaya

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Abstract

Konsumsi listrik yang semakin meningkat dapat menyebabkan isu global warming, sehingga dibutuhkan inovasi untuk menyediakan kebutuhan listrik. Pemanfaatan energi surya merupakan salah satu inovasi penyediaan listrik dengan penggunaan panel surya. Namun panel surya memiliki kelemahan, tidak dapat bekerja secara maksimal jika permukaan panel menerima panas berlebihan. Tujuan penelitian adalah membuat pengaturan suhu dan sistem pendingin PID untuk dapat mengoptimalkan kinerja panel serta melihat respon kontrol pendingin pada panel surya. Perancangan sistem panel surya dilakukan selama satu minggu, menggunakan dua jenis air yaitu air mineral dan air coolant. Penyemprotan pendingin dilakukan setiap 10 menit dan dilakukan secara otomatis, tercatat pada sistem data logger dan disimpan dalam micro SD. Panel yang digunakan adalah panel 120 wp. Perancangan panel surya menggunakan PID untuk mengatur suhu dan menggerakkan kipas serta motor. Respon kontrol pada PID dibeberapa kondisi air berjalan baik. PID dapat berkerja menggerakkan kipas dan motor ketika suhu tinggi, dan berhenti bekerja ketika suhu telah mencapai suhu normal. Efisiensi panel surya pada pengamatan yang dilakukan memiliki nilai dibawah 22%. Oleh karena itu dapat dikatakan, panel surya dengan pendingin dan tanpa pendingin, baik dengan media air biasa dan air coolant, belum mencapai nilai efisiensi yang baik.
Pengaruh Penyesuaian Parameter Membership Function pada Sistem Kendali Robot Balancing Berbasis Fuzzy Logic Santoso, Santoso; Balok Hariadi; Ratna Hartayu; Reza Sarwo Widagdo; Wahyu Setyo Pambudi; M Ary Heryanto
Jurnal JEETech Vol. 5 No. 2 (2024): Nomor 2 November
Publisher : Universitas Darul Ulum

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32492/jeetech.v5i2.5205

Abstract

This research develops a balancing robot control system using a fuzzy logic approach, focusing on the adjustment of membership function parameters. The main components of the system include the ESP32 microcontroller, MPU6050 sensor for detecting tilt angle and angular velocity, and L298 motor driver for DC motor actuation. Triangular-shaped membership functions are implemented, and parameters a, b, and c are adjusted through simulation to enhance system performance. Evaluation results indicate an average settling time of 1.2 seconds, a maximum overshoot of 5%, and a steady-state error of less than 2 degrees. This adjustment successfully balances response speed and stability, providing important guidance for developers in designing a more optimal fuzzy logic control system. The research was conducted at the Electrical Engineering Laboratory of 17 August 1945 University (Untag) Surabaya from June to December 2023.
Analisa Sensitivitas Pada Pengoptimalan Powerflow Untuk Menentukan Pengaruh Variasi Beban Terhadap Stabilitas Sistem Bagus S, Alfian T; Munir, Misbahul; Pambudi, Wahyu Setyo
BEES: Bulletin of Electrical and Electronics Engineering Vol 5 No 2 (2024): November 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bees.v5i2.4867

Abstract

The electrical power system requires reliability to provide good and stable services. Each area has a variety of load characteristics related to the energy patterns of users in that region. As the solution, optimizing power flow in the interconnected system is necessary to improve reliability, quality, and system stability. This study aims to determine the impact of load variations on system stability. The simulation results indicated that the power flow at bus 1 and bus 2, directly connected to the generator, got stable balance. Specifically, bus 1 had an active power of 144 kW and a reactive power of 102 kVAr, while bus 2 had an active power of 54 kW and a reactive power of 54 kVAr. The comparison of active power with the motor constant of 100%-0% static showed that the highest value at load 1 reached 37.12 kW. Similarly, the comparison of reactive power with a motor constant of 80%–20% for the static constant showed that the highest value, achieved at load 6, was 19.2 kVAr. Thus, the simulation is beneficial to analyze the sensitivity in optimizing power flow within the electrical power system and can serve as a reference for future research.
Implementasi Bpmn dalam Optimasi Proses Bisnis Pambudi, Wahyu Setyo
Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) 2025: SNESTIK V
Publisher : Institut Teknologi Adhi Tama Surabaya

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Abstract

Sistem Manajemen Energi Listrik dan Otomatisasi pada Kolam Ikan Pambudi, Wahyu Setyo; Ath thuur, Januar Adiyansyah; Amalia, Devi; Munir, Misbahul
Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) 2025: SNESTIK V
Publisher : Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/p.snestik.2025.6883

Abstract

Indonesia has abundant fishery resources, including tilapia (Oreochromis niloticus), a leading commodity in freshwater fisheries. With increasing market demand locally and internationally, fish farmers must control water use and production costs more efficiently by intensive cultivation with Recirculating Aquaculture Systems (RAS). However, a significant challenge in RAS systems is the high operational cost, particularly the electrical energy consumption for pumps and aerators. The research aimed to implement energy management in RAS-based tilapia aquaculture by utilizing real-time electricity monitoring technology, ON-OFF control automation, and Variable Speed Drive (VSD) inverters. The researcher conducted tests on two conventional and intensive systems. The intensive system used a control strategy that integrates scheduling on timer outlets and pump speed control through inverters. The test results showed that the intensive system was more efficient than the conventional system, with an initial power consumption of 80.75 kWh, then decreasing to 67.97 kWh. The energy efficiency reached 16%, equivalent to a monthly cost saving of Rp17,279, making the total operational cost of the intensive system only Rp91,895 per month. In addition, the Blynk app-based control system enabled real-time energy monitoring and management, supporting energy savings and improved cost efficiency. 
Cover & Kelengkapan SNESTIK 2025 Pambudi, Wahyu Setyo
Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) 2025: SNESTIK V
Publisher : Institut Teknologi Adhi Tama Surabaya

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Abstract

Rekayasa PL Hijau Peluang dan Tantangan Pambudi, Wahyu Setyo
Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) 2025: SNESTIK V
Publisher : Institut Teknologi Adhi Tama Surabaya

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Abstract

Optimalisasi MPPT Photovoltaic Seri-Paralel dengan Kondisi Berbayang Pambudi, Wahyu Setyo; Kurniawan, Haris; Uman Putra, Novian Patria; Munir, Misbahul; Fahruzi, Akhmad
Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) 2025: SNESTIK V
Publisher : Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/p.snestik.2025.7552

Abstract

Renewable energy sources are becoming increasingly essential to meet global energy demands, given the depletion of fossil fuel reserves. Solar energy, mainly through photovoltaic (PV) technology, provides a viable solution by converting solar radiation into electricity. Photovoltaic systems, composed of multiple panels connected in series and parallel, depend on factors such as radiation intensity and temperature. Maximum Power Point Tracking (MPPT) commonly can optimize power output, but conventional methods often struggle in partial shading conditions, leading to local peak trapping. This research combined Particle Swarm Optimization (PSO) with MPPT to address this issue. In experiment 1, the solar panel output power graph reached a peak of 862.7 watts but exhibited instability. In contrast, the boost converter output power graph, optimized using the MPPT-PSO algorithm, achieved a maximum power of 736.5 watts with a more stable power fluctuation pattern.
Internet of Things Pambudi, Wahyu Setyo
Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) 2025: SNESTIK V
Publisher : Institut Teknologi Adhi Tama Surabaya

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Abstract

Co-Authors A. Alif Mardianto Abid, Muhammad Suryo Achmad Irfan Rifaldi Afifah, Laila Nur Agus Budianto Agus Salim Ahmad A, Emfa Akhmad Fahruzi Akhmad, Akhmad Fahruzi Akmal Ekaprasetyo Alan Novi Tompunu Almira Nindya Rafi’ah Alvian, Hendy Amalia, Devi Andi S, Arrizal Andy Dwi Cahyo Andy Suryowinoto Ardiansyah, Afrizal Aryanto, Very Ath thuur, Januar Adiyansyah Bachtiar, Rochmad Yunus Bagaskoro, Septian Haryo Bagus S, Alfian T Balok Hariadi Benny Ferdiansyah Bon Maria Nurintan Simorangkir Bukardi, Erwin Sukma Catur Wahyu Setio Nugroho Dedy Rusdyanto Dedy Rusdyanto Dewanto, Agustinus Bayu Dhany Eka Yulian Diana Putri Permata Siwi Diana Putri Permata Siwi Echwan Muliyana Edhy Susanto Elfira Dyah Ekawati Emon Rivai Arganata Erwanti, Nariyah Silviana Erwin Sukma Bukardi Fahmi Nasrudien Fahruzi, Akhmad Fajar Alif Chalifatullah Fandi Setiawan Fathammubina Fathammubina Firmansyah, Riza Agung Firmansyah, Vegal Gugutu, M.Ridha Hanifah Azizah Haris Kurniawan, Haris Hartayu, Ratna Hendy Alvian Hermawan, Andhika Heryanto, M Ary Hutama, Ilham Riza Ilham Aji Shah Putro Ilmiatul Masfufiah Imaduddin, Ilmi Rizki Imam Suhendra INDRAWAN, MELLIANTO Ipung Nur Ifan Jan Putra. B. A. S. Pelawi Kartika Riyanti, Kurnia Paranita Lamanele, Marselinus Amalia Lubabsyah, Ahmad Naufal M Ary Heryanto M. Abdullah Bahris M.Ridha Gugutu Mardianto, A. Alif Marselinus Amalia Lamanele Masfufiah, Ilmiatul Mat Syai'in Misbahul Munir Misbahul Munir Mohammad Thaifur Mufti, Dalli Muharom, Syahri Muharom, Syahri - Muharror, Aunnurohman Muni, Misbahul Nasiruddin, Muhammad Hasbi Nasrudien, Fahmi Nasyith Hananur Rohiem Nasyith Hananur Rohiem Nona Mahditiara Aryuni Sumanang Novi Andriani Novi Andriani, Novi Novian Patria Uman Putra Novian Patria Uman Putra Nugroho, Catur Wahyu Setio Pelawi, Jan Putra. B. A. S. Prabowo, Yulianto Agung Prakoso, Asril Rahmat Pratama, Sandy Putra Dharma Priestaryansyah Ihwal Wiralaksana Putra, Novian Patria Uman Putra, Yosua Gavin Rahman Hakim Nasrulloh Ratna Hartayu RD Kusumanto Reza Sarwo Widagdo Ridho’i, Ahmad Rio Alfian Anwari Rizal Rahmanto Issany Rohim, Abd Rohman , Ainur Rohman, Muklis Fatqur Ryan Yudha Adhitya SANTOSO SANTOSO Saraswati, Ni Made Omiku Radha Setiawan, Ramadhan Candra Setyawan, Hendra Putra Siwi, Diana Putri Permata Siwi, Diana Putri Permata Suhendra, Imam Sumari Sumari Sustiono Sustiono Sustiono, Sustiono Syahriyar, Fitra Sulung Titiek Suheta Titiek Suheta Titik Suheta Trisna Wati, Trisna Tukadi Tukadi, Tukadi Uman Putra, Novian Patria Wahyu Setyawan Warsono, Ridho Gustianto Singgih Wicaksono, Nur Kukuh Widyantoro, Djanu Yudit Laksono, Bagus Yulian, Dhany Eka Yuliyanto Agung Prabowo Zuliari, Efrita Arfah