Effect of IoT Integration in Energy Management System and Grid Responsiveness on Energy Efficiency and Cost Reduction in Jakarta Government Buildings

Authors

  • Hetty Rohayani Universitas Muhammadiyah Jambi
  • Ermaini Ermaini Universitas Muhammadiyah Jambi
  • Rahmi Handayani Universitas Muhammadiyah Jambi
  • Rifky Lana Rahardian Universitas: Institut Teknologi dan Bisnis STIKOM Bali
  • Agi Nanjar Universitas Amikom Purwokerto

DOI:

https://doi.org/10.58812/wsis.v2i05.930

Keywords:

Energy Management Systems, IoT Integration, Network Responsiveness, Energy Efficiency, Cost Reduction

Abstract

This study investigates the effect of IoT integration in energy management systems (EMS) and network responsiveness on energy efficiency and cost reduction in DKI Jakarta government buildings. A quantitative analysis was conducted using structural equation modeling (SEM) with Partial Least Squares (PLS) 3. Survey questionnaires were administered to building managers, energy engineers, and facility maintenance personnel, while energy consumption data were obtained from relevant authorities. The results demonstrate a significant positive impact of both IoT integration and network responsiveness on energy management outcomes. Specifically, Energy Management System (EMS) and Grid Responsiveness were found to significantly influence both Cost Reduction and Energy Efficiency within government buildings. These findings have important implications for policymakers, building managers, and stakeholders involved in energy management decision-making. By leveraging advanced energy management technologies and practices, DKI Jakarta government buildings can achieve significant cost savings, improve energy efficiency, and advance environmental sustainability.

Author Biography

Agi Nanjar, Universitas Amikom Purwokerto

 

 

References

M. Nikpour, P. B. Yousefi, H. Jafarzadeh, K. Danesh, and M. Ahmadi, “Intelligent energy management with iot framework in smart cities using intelligent analysis: An application of machine learning methods for complex networks and systems,” arXiv Prepr. arXiv2306.05567, 2023.

T. C. NGUYEN, T. R. A. T. H. I. H. LAM, and S. Y. H. NGUYEN, “ENERGY CONSUMPTION, ECONOMIC GROWTH AND DEVELOPMENT FINANCE: EVIDENCE FROM THE MIDDLE-INCOME COUNTRIES AND INNOVATIVE SOLUTIONS FOR EFFECTIVE ENERGY MANAGEMENT IN SMART CITIES.,” MM Sci. J., 2023.

A. Kuśmińska-Fijałkowska, Z. Łukasik, and J. Kozyra, “Innovative solutions of devices within the scope of energy consumption applied in various branches of transport,” Zesz. Nauk. Transp. Śląska, 2022.

J. I. Ibañez and A. Freier, “SoK: Bitcoin, Energy Consumption and Environmental Impact,” arXiv Prepr. arXiv2304.04578, 2023.

M. A. Saeed et al., “Energy management system in smart buildings based coalition game theory with fog platform and smart meter infrastructure,” Sci. Rep., vol. 13, no. 1, p. 2023, 2023, doi: 10.1038/s41598-023-29209-4.

W. Li, “Energy consumption prediction of public buildings based on PCA-RF-AdaBoost,” in 2023 IEEE 2nd International Conference on Electrical Engineering, Big Data and Algorithms (EEBDA), IEEE, 2023, pp. 1193–1197.

H. Bayu, D. Windarta, and H. Hadiyanto, “Analysis of Energy Saving Opportunities In Building A Regional Secretariat of Central Java Province and The Suitability of Green Building Criteria,” Devot. J. Res. Community Serv., vol. 3, no. 14, pp. 2826–2844, 2022.

X. Zhu, B. Gao, X. Yang, Y. Yuan, and J. Ni, “Interactions between the built environment and the energy-related behaviors of occupants in government office buildings,” Sustainability, vol. 13, no. 19, p. 10607, 2021.

D. P. Sari and J. L. Pinassang, “Effect of modern lifestyles on household electricity consumption in Indonesia,” in AIP Conference Proceedings, AIP Publishing, 2022.

I. W. Sastrawan, I. G. Dyana Arjana, and C. G. Indra Partha, “Studi Analisa Penghematan Energi Di Gedung Dewan Perwakilan Rakyat Daerah Kabupaten Badung,” J. SPEKTRUM, vol. 9, no. 2, p. 56, 2022, doi: 10.24843/spektrum.2022.v09.i02.p7.

M. Rizvi, “Powering Efficiency: Exploring Artificial Intelligence for Real-time Energy Management in Buildings,” J. Eng. Res. Rep, vol. 25, no. 3, pp. 7–12, 2023.

J. Hossain et al., “A review on optimal energy management in commercial buildings,” Energies, vol. 16, no. 4, p. 1609, 2023.

J.-M. Gallardo-Salazar, A.-D. Manceras-Rodríguez, F. Díaz-Rodríguez, F. Moreno-Abras, and R. Zubizarreta-Jiménez, “PLATFORM BASED ON DATA ANALYTICS AND STATISTICS TO PREDICT AND MONITOR THE INTEGRATED AND INTELLIGENT ENERGY MANAGEMENT OF ENERGY-INTENSIVE BUILDINGS.,” DYNA Energía y Sostenibilidad, vol. 12, no. 1, 2023.

M. S. Taib, M. F. M. Batcha, S. Shamsudin, and N. Sahadan, “Energy Efficiency Study in Alor Gajah Municipal Council Buildings,” J. Adv. Res. Fluid Mech. Therm. Sci., vol. 100, no. 2, pp. 1–14, 2022.

Z. Tomsic, I. Gasic, and G. Cacic, Energy management in the public building sector - ISGE/ISEMIC model. 2012.

Y. Guenfaf and Y. Zafoune, “An IoT ML-Based system for Energy Efficiency in smart homes,” in 2023 IEEE World AI IoT Congress (AIIoT), IEEE, 2023, pp. 198–203.

S. Jagadeesan, C. N. Ravi, M. Sujatha, S. S. Southry, J. Sundararajan, and C. V. K. Reddy, “Machine Learning and IoT based Performance Improvement of Energy Efficiency in Smart Buildings,” in 2023 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), IEEE, 2023, pp. 375–380.

W.-C. Wang et al., “Internet of things energy consumption optimization in buildings: a step toward sustainability,” Sustainability, vol. 15, no. 8, p. 6475, 2023.

M. U. Saleem et al., “Integrating smart energy management system with internet of things and cloud computing for efficient demand side management in smart grids,” Energies, vol. 16, no. 12, p. 4835, 2023.

W. Afandi, R. Singh, S. R. Kumar, K. S. Mohan, and M. K. Chakravarthi, “A Smart Energy Management System Utilizing the Internet of Things and Big Data analytical Technique,” in 2023 10th International Conference on Computing for Sustainable Global Development (INDIACom), IEEE, 2023, pp. 1282–1288.

E. Sorongan, R. Kango, and S. Suhaedi, “The Application of Energy Management Systems Using the Internet of Things to Improve the Efficiency of Electrical Energy Usage in the MSMEs Sector,” PROtek J. Ilm. Tek. Elektro, vol. 10, no. 1, p. 26, 2023.

K. P. Joy, R. Ahila, M. Biruntha, and R. Kalpana, “A Smart Energy Management System for Residential Buildings Using IoT and Machine Learning,” in E3S Web of Conferences, EDP Sciences, 2023.

R. Bock, K. R. Uren, and G. van Schoor, “Performance impact of network conditions on an IIoT system,” in 2021 Southern African Universities Power Engineering Conference/Robotics and Mechatronics/Pattern Recognition Association of South Africa (SAUPEC/RobMech/PRASA), IEEE, 2021, pp. 1–6.

G. U. Rehman et al., “EMS: Efficient Monitoring System to Detect Non-Cooperative Nodes in IoT-Based Vehicular Delay Tolerant Networks (VDTNs),” Sensors, vol. 23, no. 1, p. 99, 2022.

W. O. S. Orianti, M. Hasanbasri, and A. Utarini, “RESPONSIVENESS SISI KESEHATAN DALAM MEMBERIKAN PELAYANAN KESEHATAN,” J. Manaj. Pelayanan Kesehat. (The Indones. J. Heal. Serv. Manag., vol. 23, no. 03, pp. 101–107, 2020.

A. Bassene and B. Gueye, “A self-adaptive QoS-management framework for highly dynamic IoT networks,” in 2022 IEEE Multi-conference on Natural and Engineering Sciences for Sahel’s Sustainable Development (MNE3SD), IEEE, 2022, pp. 1–8.

A. Montazerolghaem and M. H. Yaghmaee, “Demand response application as a service: An SDN-based management framework,” IEEE Trans. Smart Grid, vol. 13, no. 3, pp. 1952–1966, 2021.

O. U. Olughu, “Energy Efficiency and Conservation Practices for Sustainable Development,” 2022.

T. Dunlop, “Energy efficiency: The evolution of a motherhood concept,” Soc. Stud. Sci., vol. 52, no. 5, pp. 710–732, 2022.

P. K. Cheekatamarla, V. Sharma, and S. Shrestha, “Energy-efficient building technologies,” in Advanced Nanomaterials and Their Applications in Renewable Energy, Elsevier, 2022, pp. 3–33.

A. H. AbdulKarim, M. A. Tawfik, A. F. Hasan, and A. T. Y. El-Awady, “Review of improving energy efficiency technologies,” J. Environ. Sci., vol. 50, no. 8, pp. 239–286, 2021.

A. Ghosh and S. Neogi, “Energy efficiency in buildings and related assessment tools under Indian perspective,” in Strategic Management, Decision Theory, and Decision Science: Contributions to Policy Issues, Springer, 2021, pp. 33–50.

E. Cano-Suñén, I. Martínez, Á. Fernández, B. Zalba, and R. Casas, “Internet of Things (IoT) in Buildings: A Learning Factory,” Sustainability, vol. 15, no. 16, p. 12219, 2023.

V. Moudgil, K. Hewage, S. A. Hussain, and R. Sadiq, “Integration of IoT in building energy infrastructure: A critical review on challenges and solutions,” Renew. Sustain. Energy Rev., vol. 174, p. 113121, 2023.

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Published

2024-05-28

How to Cite

Rohayani, H., Ermaini, E., Handayani, R., Rahardian, R. L., & Nanjar, A. (2024). Effect of IoT Integration in Energy Management System and Grid Responsiveness on Energy Efficiency and Cost Reduction in Jakarta Government Buildings. West Science Interdisciplinary Studies, 2(05), 1077–1087. https://doi.org/10.58812/wsis.v2i05.930

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Vol. 2 No. 05 (2024): West Science Interdisciplinary Studies

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Articles

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Copyright (c) 2024 Hetty Rohayani, Ermaini Ermaini, Rahmi Handayani, Rifky Lana Rahardian, Agi Nanjar

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