Development Of Smart Energy Monitoring Internet of Things System Based on App Inventor for Electric Energy Efficiency

Authors

  • I Wayan Dikse Pancane Universitas Pendidikan Nasional
  • I Nyoman Gede Adrama Universitas Pendidikan Nasional
  • I Wayan Sutama Universitas Pendidikan Nasional

DOI:

https://doi.org/10.26877/asset.v7i4.2006

Keywords:

Energy Efficiency, The Internet of Things, Systems Control, Electrical Load Monitoring

Abstract

Electricity Demand for electrical energy in the food industry, including restaurants, continues to increase alongside the use of high-powered production equipment. This study aims to develop an Internet of Things (IoT)-based electrical load monitoring and control system using App Inventor at the Bakmi GM Denpasar production unit. The system consists of two components: a server (App Inventor) and a client (a microcontroller device based on a current sensor). Methods used include hardware design for power consumption data acquisition and development of a user interface for real-time monitoring and control. Test results show that the system can detect and manage electrical loads with 96.8% accuracy and reduce energy consumption by 18.5%, compared to before the system was implemented. These results demonstrate that integrating IoT technology into industrial electricity systems can significantly improve energy efficiency, reduce energy waste, and support environmental sustainability.

Author Biographies

  • I Wayan Dikse Pancane, Universitas Pendidikan Nasional

    Faculty of Engineering and Informatics, Program Profesi Insinyur, Universitas Pendidikan Nasional, Jl. Bedugul No.39, Denpasar, Bali 80224, Indonesia

  • I Nyoman Gede Adrama, Universitas Pendidikan Nasional

    Faculty of Engineering and Informatics, Faculty of Engineering and Informatics, Electrical Engineering Department, Universitas Pendidikan Nasional, Jl. Bedugul No.39, Denpasar, Bali 80224, Indonesia

  • I Wayan Sutama, Universitas Pendidikan Nasional

    Faculty of Engineering and Informatics, Electrical Engineering Department, Universitas Pendidikan Nasional, Jl. Bedugul No.39, Denpasar, Bali 80224, Indonesia

References

[1] R. Akram, F. Chen, F. Khalid, G. Huang, and M. Irfan, “Heterogeneous effects of energy efficiency and renewable energy on economic growth of BRICS countries: a fixed effect panel quantile regression analysis,” Energy, 2021, https://doi.org/10.1016/j.energy.2020.119019

[2] O. B. Adekoya, O. T. Kenku, J. A. Oliyide, M. A. S. Al-Faryan, and ..., “Does economic complexity drive energy efficiency and renewable energy transition,” Energy, 2023, https://doi.org/10.1016/j.energy.2023.127712

[3] R. Maidin, M. Nurdin, W. Putera, N. Aliza, and ..., “Implementation of the Targeted Electricity Subsidy Policy at the Office of PT. PLN (Persero) ULP Sinjai,” … J. Public …, 2022, https://doi.org/10.5281/zenodo.14554864

[4] R. Harahap, S. A. Siregar, S. Hardi, and S. Hs, “Analisis Sistem Jaringan Distribusi 20 KV Penyulang SB. 02 Pada PT. PLN (Persero) ULP Sibolga Kota Menggunakan Metode Section Technique dan …,” 2022. https://doi.org/10.30743/jet.v7i2.5402

[5] K. Dong, Y. Dou, and Q. Jiang, “Income inequality, energy poverty, and energy efficiency: who cause who and how,” Technol. Forecast. Soc. Change, 2022, https://doi.org/10.1016/j.techfore.2022.121622

[6] I. Jrhilifa, H. Ouadi, A. Jilbab, and N. Mounir, “Forecasting smart home electricity consumption using vmd-bi-gru,” Energy Effic., 2024, https://doi.org/10.1007/s12053-024-10205-0

[7] J. R. Ribbich, J. P. Cipolla, S. Sinha, Y. Park, and ..., “Multi-function home control system with control system hub and remote sensors,” US Pat. …, 2021, https://doi.org/10.1109/InCACCT61598.2024.10551092

[8] C. Zhang and P. Chen, “Applying the three-stage SBM-DEA model to evaluate energy efficiency and impact factors in RCEP countries,” Energy, 2022, https://doi.org/10.1016/j.energy.2021.122917

[9] A. Akila, E. Akila, S. Akila, K. Anu, and ..., “Charging station for e-vehicle using solar with IOT,” 2019 5th Int. …, 2019, [Online]. Available: DOI: 10.1109/ICACCS.2019.8728391

[10] I. Adhicandra, T. Tanwir, A. Asfahani, and ..., “Latest innovations in Internet of Things (IoT): Digital transformation across industries,” Innov. J. …, 2024,https://doi.org/10.31004/innovative.v4i3.10551

[11] H. Erol, “Stability analysis of pitch angle control of large wind turbines with fractional order PID controller,” Sustain. Energy, Grids Networks, 2021, https://doi.org/10.1016/j.segan.2021.100430

[12] N. Adamashvili, N. Zhizhilashvili, and C. Tricase, “The integration of the internet of things, artificial intelligence, and blockchain technology for advancing the wine supply chain,” 2024, mdpi.com. https://doi.org/10.3390/computers13030072

[13] O. Özkan, A. A. Alola, and T. S. Adebayo, “Environmental benefits of nonrenewable energy efficiency and renewable energy intensity in the USA and EU: examining the role of clean technologies,” 2023, Elsevier. https://doi.org/10.1016/j.seta.2023.103315

[14] A. Inventor, “Soil Protection and Mobile Apps created with App Inventor®-a Multidisciplinary Symbiosis. https://doi.org/10.1145/2380552.2380621

[15] E. D. Knapp, Industrial Network Security: Securing critical infrastructure networks for smart grid, SCADA, and other Industrial Control Systems. books.google.com, 2024. https://doi.org/10.1016/B978-0-12-420114-9.00018-6

[16] P. Lissa, C. Deane, M. Schukat, F. Seri, M. Keane, and ..., “Deep reinforcement learning for home energy management system control,” 2021, Elsevier. https://doi.org/10.1016/j.egyai.2020.100043

[17] S. Adamu, U. I. Bature, A. Y. Nasir, and ..., “IOT controlled home automation technologies,” … Conf. …, 2019, https://doi.org/10.1109/NigeriaComputConf45974.2019.8949655

[18] E. Satria, Z. Musthan, P. A. Cakranegara, and ..., “Development of based learning media with App Inventor,” Sink. J. dan …, 2022, https://doi.org/10.33395/sinkron.v7i4.11611

[19] C. L. Zhang, X. Z. Wu, and J. Xu, “Particle swarm sliding mode-fuzzy PID control based on maglev system,” IEEE Access, 2021, https://doi.org/10.1109/ACCESS.2021.3095490

[20] Y. Mazzi, H. Ben Sassi, A. Gaga, and ..., “State of charge estimation of an electric vehicle’s battery using tiny neural network embedded on small microcontroller units,” Int. J. …, 2022, https://doi.org/10.1002/er.7713

[21] J. Chen and X. Wang, “Non‐intrusive load monitoring using gramian angular field color e ncoding in edge computing,” Chinese J. Electron., 2022, https://dx.doi.org/10.1049/cje.2020.00.268

[22] T. Sipola, J. Alatalo, T. Kokkonen, and ..., “Artificial intelligence in the IoT era: A review of edge AI hardware and software,” 2022 31st Conf. …, 2022, https://doi.org/10.23919/FRUCT54823.2022.9770931

[23] R. Yates, “System and method for transactional data acquisition, aggregation, processing, and dissemination in coordination with a preference matching algorithm,” US Pat. 11,551,251, 2023, https://dx.doi.org/10.14569/IJACSA.2025.0160903

[24] V. Rybin, T. Karimov, O. Bayazitov, D. Kvitko, I. Babkin, and ..., “Prototyping the symmetry-based chaotic communication system using microcontroller unit,” 2023, mdpi.com. https://doi.org/10.3390/app13020936

[25] C. Iwendi, P. K. R. Maddikunta, and ..., “A metaheuristic optimization approach for energy efficiency in the IoT networks,” Softw. Pract. …, 2021, https://doi.org/10.1002/spe.2797

[26] M. H. Bhuyan and M. Sheikh, “Designing, implementing, and testing of a microcontroller and IoT-based pulse oximeter device,” 2021, researchgate.net. https://doi.org/10.5281/zenodo.7782419

[27] Y. Yusman, B. Bakhtiar, and U. Sari, “Rancang Bangun Sistem Smart Home dengan Arduino Uno R3 Berbasis Internet of Things (IoT),” J. Litek J. List. …, 2019, http://dx.doi.org/10.30811/litek.v16i1.1466

[28] T. Wang, S. Huang, Z. Bao, J. S. Culpepper, and ..., “Optimizing data acquisition to enhance machine learning performance,” Proc. …, 2024, https://doi.org/10.14778/3648160.3648172

[29] M. Tippe, H. Wigger, U. Brand-Daniels, and T. Vogt, “Operationalising user behaviour: a study on the life cycle assessment of smart home technologies,” 2025, Springer. https://doi.org/10.1186/s13705-024-00506-8

[30] H. L. Tsai, L. P. Truong, and W. H. Hsieh, “Design and evaluation of wireless power monitoring IoT system for AC appliances,” 2022, mdpi.com. https://doi.org/10.3390/en16010163

[31] A. C. Subrata, M. S. Perdana, and ..., “IoT-based Single-Phase Power Factor and Control Panel Monitoring System,” J. Nov. …, 2023, https://doi.org/10.56741/jnest.v2i01.270

[32] T. R. Lin, N. H. O. Khan, and M. Z. Daud, “Arduino based Appliance Monitoring System using SCT-013 Current and ZMPT101B Voltage Sensors.,” Prz. Elektrotechniczny, 2021, https://doi.org/10.47709/ijmdsa.v2i1.2301

[33] L. H. Laisina, “Leak Current Detector in Low Voltage Network (Jtr) System Using Zmpt101b Sensor Based on the Internet of Things (IoT),” Int. J. Multidiscip. Sci. …, 2023, https://doi.org/10.47709/ijmdsa.v3i3.3450

[34] I. S. Inyang, G. N. Ezeh, and N. Okpura, “Design And Implementation Of The Hardware Device For Smart Household Energy Management Applications,” 2023, imjst.org. https://doi.org/10.1109/RESTCON60981.2024.10463555

[35] N. Nuryani, “Pengaruh Biaya Audit Terhadap Kualitas Audit Dan Determinan Biaya Audit,” 2 020, Institut Bisnis dan Informatika Kwik Kian Gie. https://doi.org/10.46806/ja.v9i2.760

[36] P. Yellamma, N. Chandra, P. Sukhesh, and ..., “Arduino based vehicle accident alert system using GPS, GSM and MEMS accelerometer,” 2021 5th …, 2021, https://doi.org/10.1109/ICCMC51019.2021.9418317

[37] K. C. Rath, A. Khang, and D. Roy, “The role of Internet of Things (IoT) technology in Industry 4.0 economy,” … Appl. Ind. 4.0 …, 2024, https://doi.org/10.1201/9781003434269-1 /role-internet-things-iot-technology-industry-4-0-economy-kali-charan-rath-alex-khang-debanik-roy.

[38] S. K. Hiremath, M. Das, and S. Banu, “An Architecture for IoT Server Using Firebase RTDB for Various IoT Projects,” … Des. Innov. 3 Cs …, 2023, https://doi.org/10.1109/ICDI3C61568.2023.00045

[39] A. Tabandeh et al., “Analisis Kerusakan Regulator Engine Control Unit (Ecu) Sepeda Motor,” Pap. Knowl. . Towar. a Media Hist. Doc., vol. 3, no. 2, p. 6, 2021. https://doi.org/10.53513/jsk.v4i1.2444

[40] H. Kimm and D. Flynn, “Android application for tracking pedestrian movements in Realtime with firebase,” 2022 IEEE Cloud Summit, 2022, https://doi.org/10.1109

[41] S. De Carli, “Introduction to Firebase,” … with SwiftUI Firebase Learn SwiftUI Firebase …, 2023, https://doi.org/10.15408/aism.v7i1.37230

[42] P. O. Ayeni and O. C. Adesoba, “IoT-based home control system using NodeMCU and Firebase,” J. Edge Comput., 2024, https://doi.org/10.55056/jec.814

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Published

2025-10-16