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All Journal International Journal of Electrical and Computer Engineering The Spirit of Society Journal : International Journal of Society Development and Engagement Jurnal Cakrawala Maritim
Setiyoko, Annas Singgih
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Humanities Automotive Engineering Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Engineering Environmental Science Social Sciences Other

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Performance Evaluation of Floating Solar Power Plant in Sidobandung Bojonegoro Rahmat, Mohammad Basuki; Poetro, Joessianto Eko; Setiyoko, Annas Singgih; Widodo, Hendro Agus; Asri, Purwidi; Hidayat, Edy Prasetya; Indartono, Arie; Budiawati, Ratna; Mudjanarko, Sri Wiwoho
THE SPIRIT OF SOCIETY JOURNAL : International Journal of Society Development and Engagement Vol 6 No 2: March 2023
Publisher : LPPM of NAROTAMA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29138/scj.v6i2.2197

Abstract

Sidobandung Village is a village that will develop the potential as a tourism village. One of the potentials that has been successfully built is a reservoir. With the construction of the reservoir in this village, tourism activities began to be seen. The number of visitors who came increases the village's income. Yet, Currently it only open on daytime conditions. Therefore, in its development, there is a desire to open services at night. The problem is how to reduce electricity costs. One of the facilities to support this is to build a floating generator (PLTS) which was built in collaboration with one of the expert vocational colleges in the field of floating buildings located in Surabaya. This floating PLTS is a renewable energy source, in accordance with the village's wish to become an educational tourism village. This floating PLTS is expected to be able to supply 30 lamps which each having a power of 50 watts for street lighting around the reservoir. The total lamp load is about 100 watts. The PLTS system that was built consists of 10 solar cell panels, each solar cell panel has a capacity of 330 WP. With a total of 4 batteries with specifications of 12 Volt 200 Ah. This system is being evaluated. The evaluation results show that the battery capacity is only able to supply 15 lamps for 12 hours. So to supply all the required load, 12 batteries are needed.
Optimasi Kinerja dan Efisiensi PLTMH Melalui Penerapan Sistem Stabilisasi Tegangan Setiyoko, Annas Singgih; Pambudi, Dwi Sasmita Aji; Widodo, Hendro Agus; Raul, Raul Adam At Thariq Azhiim; Imanuel, Petrus Chandra; Lembang, Moses Yudha Dua
Jurnal Cakrawala Maritim Vol. 8 No. 1 (2025): Jurnal Cakrawala Maritim
Publisher : P3M Politeknik Perkapalan Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35991/jcm.v8i1.38

Abstract

Permintaan energi listrik yang terus meningkat mengharuskan pengembangan sumber energi terbarukan sebagai alternatif yang berkelanjutan, terutama di Indonesia yang memiliki potensi energi air sebesar 75.091 MW, namun baru dimanfaatkan sekitar 7,2%. Pembangkit Listrik Tenaga Mikro Hidro (PLTMH) menjadi solusi untuk memanfaatkan potensi ini, namun menghadapi tantangan dalam stabilitas tegangan, yang dapat mengganggu layanan listrik dan merusak peralatan elektronik. Contoh di Desa Kalianan menunjukkan bahwa meskipun masyarakat telah membangun PLTMH secara swadaya dengan memanfaatkan Air Terjun Kalipedati, kinerja sistem ini belum optimal dalam menstabilkan tegangan. Untuk itu, diperlukan solusi berupa pengaturan otomatis debit air guna meningkatkan kualitas tegangan listrik dan mengurangi risiko kerusakan perangkat elektronik, yang diharapkan dapat mendukung keberlanjutan energi di desa-desa terpencil.
Implementation of support vector machine on LVMDP panel with overheating protection system Setiyoko, Annas Singgih; Riananda, Dimas Pristovani; Adianto, Adianto
International Journal of Electrical and Computer Engineering (IJECE) Vol 16, No 4: August 2026
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v16i4.pp1755-1766

Abstract

Electricity is a critical requirement in industrial operations, where the continuity and stability of power distribution directly affect safety and productivity. The low voltage main distribution panel (LVMDP) functions as the main node of electrical power distribution; however, conventional LVMDP systems generally lack intelligent protection mechanisms capable of detecting overheating-related fire hazards and initiating preventive action before failure occurs. This study proposes an intelligent monitoring and protection system for LVMDP panels that combines real-time multi-sensor monitoring, support vector machine (SVM)-based hazard classification, and an automatic shutdown mechanism. The main contribution of this work lies in the integration of predictive thermal risk detection with autonomous protective action, enabling the system not only to monitor panel conditions but also to respond immediately to hazardous states before they escalate into fire incidents. SVM was selected because of its strong capability to classify complex and nonlinear patterns from sensor data with high reliability. The developed system continuously evaluates panel conditions and triggers auto-shutdown when an overheating risk is identified, thereby improving preventive protection compared with conventional alarm-based monitoring systems. Experimental results show that the sensor measurements achieved error rates mostly below 5% compared with calibrated instruments, indicating good accuracy. In addition, the SVM model obtained an overall accuracy of 93%, with a macro-average F1-score of 92% and a weighted-average F1-score of 93%. These results demonstrate that the proposed system is effective for early detection and active protection of LVMDP panels against overheating hazards.
Co-Authors Adianto Adianto Arie Indartono Asri, Purwidi Budiawati, Ratna Dwi Sasmita Aji Pambudi Hendro Agus Widodo, Hendro Agus Hidayat, Edy Prasetya Imanuel, Petrus Chandra Joessianto Eko Poetro, Joessianto Eko Lembang, Moses Yudha Dua Mohammad Basuki Rahmat, Mohammad Basuki Raul, Raul Adam At Thariq Azhiim Riananda, Dimas Pristovani Sri Wiwoho Mudjanarko, Sri Wiwoho