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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 JiTEKH (Jurnal Ilmiah Teknologi Harapan) 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)
Civil Engineering, Building, Construction & Architecture 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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Design and Implementation of Safe Security System Using Multi-Factor Authentication: Facial Recognition, National ID Card and PIN Muharom, Syahri; Sulistianto, Sigit Adhi; Firmansyah, Riza Agung; Pambudi, Wahyu Setyo; Kurniawan, Muchammad
JiTEKH Vol. 14 No. 1 (2026): March 2026
Publisher : Universitas Harapan Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35447/jitekh.v14i1.1306

Abstract

Traditional storage cabinets that rely on conventional locks and provide unrestricted access are highly vulnerable to theft. To safeguard documents and other valuable items from loss, an integrated security system is required to regulate and secure access to storage compartments. This study aims to develop a security system based on facial recognition, ID cards, and a keypad interface The Haar Cascade classifier combine with LPBH utilizing the OpenCV library is employed for facial identification by storing 30 photos per person in a designated folder, and subsequently comparing facial objects captured by a webcam against pre-stored and trained facial data in the database. The analysis indicates that the optimal detection range of the system is between 100 and 300 cm. In facial orientation testing, the best recognition performance is achieved at angles between 0° and 40°. Based on 20 experimental trials, the system demonstrates an average success rate of 80%. These results suggest that a facial‑recognition‑based security system utilizing the Haar Cascade approach is feasible for implementation as a protective mechanism for storage cabinets.
Analisa Perbandingan Kinerja Kontrol PID dan Fuzzy Logic Pada Sistem Load Frequency Control di Steam Power Plant Prabowo, Yuliyanto Agung; Rizky, Pingky Tri Nur; Pambudi, Wahyu Setyo; Waskito, Lugas Jabbar
SMARTICS Journal Vol 12 No 1 (2026): Journal SMARTICS (April 2026)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v12i1.13995

Abstract

Load Frequency Control (LFC) plays an essential role in maintaining frequency and power stability in power generation systems under load disturbances. Variations in load demand, such as increases or decreases, may lead to power deviations that affect system reliability; therefore, an effective control strategy is required. This study evaluates the performance of an LFC system by comparing a Proportional–Integral–Derivative (PID) controller and a Fuzzy Logic Controller (FLC). The system is modeled based on the dynamic characteristics of the governor, turbine, and generator of a coal-fired steam power plant. System performance is analyzed under three operating conditions: no disturbance, load increase, and load decrease. The evaluation focuses on maximum power deviation and settling time as performance indicators. Simulation results show that both controllers are able to maintain system stability but with different dynamic characteristics. Under no-disturbance conditions, the PID controller reaches stability faster with a settling time of 18.126 s, while the FLC requires 28.038 s. During load increases, the PID-controlled system stabilizes at 194.652 s, whereas the FLC reaches stability at 200.524 s. For load reductions, the PID controller stabilizes at 194.378 s and the FLC at 196.559 s. In terms of maximum power deviation, the FLC produces a smaller deviation (0.41%) compared to the PID controller (0.47%). These results indicate that the PID controller provides faster recovery, while the FLC offers smoother responses with smaller deviations, showing potential for improving LFC performance.
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 Asril Rahmat Prakoso 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 Fitra Sulung Syahriyar 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 Muchammad Kurniawan 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 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 Rizky, Pingky Tri Nur Rohim, Abd Rohman , Ainur Rohman, Muklis Fatqur Ryan Yudha Adhitya Sandy Putra Dharma Pratama SANTOSO SANTOSO Saraswati, Ni Made Omiku Radha Setiawan, Ramadhan Candra Setyawan, Hendra Putra Siwi, Diana Putri Permata Siwi, Diana Putri Permata Suhendra, Imam Sulistianto, Sigit Adhi 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 Waskito, Lugas Jabbar Wicaksono, Nur Kukuh Widyantoro, Djanu Yudit Laksono, Bagus Yulian, Dhany Eka Yuliyanto Agung Prabowo Zuliari, Efrita Arfah