Article Per Year (5 Year)
p-Index From 2021 - 2026
2.958
P-Index
This Author published in this journals
All Journal Telematika Jurnal Informatika dan Teknik Elektro Terapan CogITo Smart Journal Jurnal Teknologi Sistem Informasi dan Aplikasi JURTEKSI Jurnal Teknologi Informasi dan Pendidikan Jutisi: Jurnal Ilmiah Teknik Informatika dan Sistem Informasi Journal of Information Systems and Informatics Akrab Juara : Jurnal Ilmu-ilmu Sosial Journal of Applied Data Sciences Nusantara Hasana Journal Prosiding Konferensi Nasional PKM-CSR Jurnal Algoritma Jurnal Pengabdian Mitra Masyarakat (JPMM) Journal of Multimedia Trend and Technology Prosiding Seminar Nasional Pemberdayaan Masyarakat (SENDAMAS)
Aulia Hamdi
Universitas Amikom Purwokerto
Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Medicine & Pharmacology Nursing Public Health Social Sciences Other

Published : 23 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Journal of Applied Data Sciences

 1 
Dynamic IoT–PID Control for Energy-Efficient Water Distribution: EPANET-Based Digital Twin Validation in Varied Geographical Terrains Kusuma, Bagus Adhi; Isnaini, Khairunnisak Nur; Hamdi, Aulia
Journal of Applied Data Sciences Vol 7, No 1: January 2026
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v7i1.1188

Abstract

Topographical heterogeneity in water distribution networks frequently causes pressure imbalance, hydraulic inefficiency, and elevated energy consumption, particularly in regions with significant elevation gradients. This study aims to develop and validate a dynamic Internet of Things (IoT)-based pressure control model within a cyber–physical system framework for energy-efficient water distribution under varied geographical conditions. The primary contribution of this work lies in the separation of strategic and tactical control layers, where a Digital Twin based on EPANET dynamically generates optimal pressure setpoints, while distributed proportional–integral–derivative controllers execute real-time valve regulation at the network edge. The research adopts a Design Science Research methodology to design, implement, and evaluate a four-layer architecture consisting of physical sensing and actuation, long-range communication, tactical control, and strategic simulation layers. Validation is conducted using EPANET-based simulations across three control scenarios: a baseline condition without dynamic control, a static rule-based valve control scenario, and the proposed dynamic IoT–PID control scenario. The experimental procedure involves comparative analysis using control performance metrics including overshoot, settling time, steady-state error, and root mean square error. Simulation results demonstrate that the baseline configuration suffers from severe pressure imbalance and hydraulic backflow, while static rule-based control partially mitigates inefficiencies but fails to adapt to demand variability. In contrast, the proposed dynamic IoT–PID approach achieves precise pressure regulation with overshoot below 2% and tracking error maintained under 0.5 meters across all evaluated scenarios. These findings confirm that integrating a Digital Twin with real-time PID control significantly improves pressure stability and operational efficiency. The proposed architecture offers practical implications for smart water infrastructure in geographically diverse regions, providing a scalable foundation for adaptive pressure management, energy optimization, and future digital-twin-driven water distribution systems.
Co-Authors Adam Prayogo Kuncoro Afiana, Fiby Nur Akbar Fitrian Al Afghani, Muhammad Akbar Andriyan Widiyanto Anugerah Bagus Wijaya Arief Feisal Basri Desty Rakhmawati Ecky Efansyah Sukoco Ferlin Christiana Fiby Nur Afiana Hardian, Riski Huberta, Bima ilham albana Ilham Albana Irfan Santiko Isnaini, Khairunnisak Nur Kusuma, Bagus Adhi Luky Rafi Anuggilarso Luzi Dwi Oktaviana Melia Dianingrum Ndari, Arum Vika Ngarifatul Khofiyah, Salma Novia Asri Romadhoni Nur Isnaini, Khairunnisak Nuraziz, Reza Eka Nurcandrani, Prita Suci Octavia, Restiana Tri Oktaviana, Luzi Dwi Prasetyo, Agung Prayoga Pribadi Ranggi Praharaningtyas Aji Ratna Suminar Restiana Tri Octavia Rifai, Zanuar Riski Hardian Rujianto Eko Saputro Safitri, Dela Salsa Billa Zulmi Zettira Septi Fajarwati Shandy Putra Gautama Sigit Priyanto Suliswaningsih Suliswaningsih, Suliswaningsih Tanzilla, Armeyta Putri Toni Anwar Wijaya, Anugerah Bagus Wijaya, Anugerah Bagus Zanuar Rifai Zanuar Rifai