Digital Twin Technology for Smart Campus Management in Higher Education

Untung Rahardja; Fitra Putri Oganda; Galih Putra Cesna; Yasir Mustafa Kareem

doi:10.33050/itee.v5i1.1119

Authors

Untung Rahardja Universitas Raharja https://orcid.org/0000-0002-2166-2412
Fitra Putri Oganda Universitas Raharja https://orcid.org/0000-0002-4590-0657
Galih Putra Cesna Universitas Raharja https://orcid.org/0009-0004-0719-8299
Yasir Mustafa Kareem EESP Incorporation https://orcid.org/0009-0008-5096-2300

DOI:

https://doi.org/10.33050/itee.v5i1.1119

Keywords:

Internet of Things, Digital Twin, Geographic Information System, Building Information Modeling, Smart Campus

Abstract

Universities are under pressure to modernize how they manage their campuses, and Digital Twin (DT) technology, a continuously updated virtual replica of a physical campus environment, has become one of the most closely watched tools for doing this. Interest in the topic is growing quickly across education-technology, cybersecurity, and digital-infrastructure journals, yet much of the evidence remains scattered across single-institution case studies. This study brings that evidence together through a qualitative systematic literature review of studies published between 2021 and 2025, combined with verified, real-world implementation data from universities in Spain, the United Kingdom, the United States, Thailand, and South Korea. The reviewed case studies report improvements in facility optimization, energy efficiency, classroom utilization, and emergency response planning, with documented energy savings ranging from about 5% under baseline automation upgrades to more than 60% for targeted lighting control. Infrastructure investment, system interoperability, data privacy, and cybersecurity remain significant barriers, particularly for resource-constrained institutions. To help close the gap between research findings and practical adoption, this paper proposes a five-layer DT smart-campus architecture and a tiered cost-adoption framework, and connects the findings to the United Nations Sustainable Development Goals (SDG) 4, 7, 9, and 11, as well as to Indonesian national research and higher-education digitalization policy. Overall, DT technology offers strong, empirically supported potential for smart campus development, provided it is backed by adequate digital infrastructure, interoperability standards, and governance.

References

[1] C. Garc´ıa-Aranda, S. Mart´ınez-Cuevas, Y. Torres, and M. Pedrote Sanz, “A digital twin of a university campus from an urban sustainability approach: Case study in madrid (spain),” Urban Science, vol. 8, no. 4, oct 2024.

[2] V. V. Lehtola, M. Koeva, S. Oude Elberink, P. Raposo, J.-P. Virtanen, F. Vahdatikhaki, and S. Borsci, “Digital twin of a city: Review of technology serving city needs,” International Journal of Applied Earth Observation and Geoinformation, vol. 114, 2022.

[3] N. Anwar, J. Anderson, T. Williams et al., “Applying data science to analyze and improve student learning outcomes in educational environments,” International Transactions on Education Technology (ITEE), vol. 3, no. 1, pp. 72–83, 2024.

[4] Y. Zhang, C. Yip, E. Lu, and Z. Y. Dong, “A systematic review on technologies and applications in smart campus: A human-centered case study,” IEEE Access, vol. 10, pp. 16 134–16 149, 2022.

[5] D. Septyawati, S. Suroso, S. Bhupathiraju, C. T. Hua, and A. Fitriani, “Blockchain technology integration for enhancing security and reliability in modern information systems,” International Transactions on Artificial Intelligence, vol. 4, no. 1, pp. 95–104, 2025.

[6] C. Lukita, T. Handra, F. P. Oganda, and M. Laurens, “Data-driven innovation for circular digital economy in sustainable urban development,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 7, no. 1, pp. 97–105, 2025.

[7] M. Deng, C. C. Menassa, and V. R. Kamat, “From BIM to digital twins: A systematic review of the evolution of intelligent building representations in the AEC-FM industry,” Journal of Information Technology in Construction (ITcon), vol. 26, pp. 58–83, 2021.

[8] D. Marina, N. K. Pandjaitan, N. Hasanah, and G. P. Cesna, “Analysis of lifestyle and consumer attitude towards intention to purchase a personal car during pandemic,” APTISI Transactions on Management, vol. 7, no. 1, pp. 15–34, 2023.

[9] L. C. Tagliabue, F. R. Cecconi, S. Maltese, S. Rinaldi, A. L. C. Ciribini, and A. Flammini, “Leveraging digital twin for sustainability assessment of an educational building,” Sustainability, vol. 13, no. 2, 2021.

[10] M. D. T. P. Nasution, Y. Rossanty, R. Harahap, A. R. Tanjung, and T. A. M. Nasution, “Technology-driven resource utilization and integration to enhance firm performance,” Aptisi Transactions on Technopreneurship (ATT), vol. 8, no. 1, pp. 268–283, 2026.

[11] N. A. Abu, Z. Kedah, U. Rahardja, B. E. Sibarani, S. Kosasi, S. Dewi, and I. S. Fadli, “Digital ringgit: A new digital currency with traditional attributes,” in 2023 11th International Conference on Cyber and IT Service Management (CITSM). IEEE, 2023, pp. 1–6.

[12] C. S. Bangun, S. Solahudin, A. Sutarman, and S. Dlamini, “The role of application programming interface in transforming restaurant delivery operations,” Startupreneur Business Digital (SABDA Journal), vol. 5, no. 1, pp. 88–95, 2026.

[13] M. M. Siahaan, A. Sijabat, H. Samosir, R. Purba, and R. F. Terizla, “Enhancing hots and entrepreneurial competencies through avnet academic applications in english learning,” Aptisi Transactions on Technopreneurship (ATT), vol. 7, no. 1, pp. 206–216, 2025.

[14] K. Baba, N. Elfaddouli, and N. Cheimanoff, “The role of information and communication technologies in developing a smart campus with its four pillars’ architectural sketch,” Education and Information Technologies, vol. 29, pp. 14 815–14 833, 2024.

[15] R. Aprianto, E. P. Lestari, E. Fletcher et al., “Harnessing artificial intelligence in higher education: Balancing innovation and ethical challenges,” International Transactions on Education Technology (ITEE), vol. 3, no. 1, pp. 84–93, 2024.

[16] A. D. Garcia, A. M. Rosyid, M. Yusup, and M. Khasanah, “Product innovation of foodpreneurs towards customer loyalty,” Startupreneur Business Digital (SABDA Journal), vol. 4, no. 2, pp. 104–113, 2025.

[17] T. Dom´ınguez-Bola˜no, V. Barral, C. J. Escudero, and J. A. Garc´ıa-Naya, “An IoT system for a smart campus: Challenges and solutions illustrated over several real-world use cases,” Internet of Things, vol. 25, 2024.

[18] R. Indrawan, E. D. Very, D. Tribuana, and E. A. Nabila, “Aiot driven smart solar system for real time predictive sustainable energy management,” International Transactions on Artificial Intelligence, vol. 4, no. 1, pp. 105–114, 2025.

[19] L. Deren, Y. Wenbo, and S. Zhenfeng, “Smart city based on digital twins,” Computational Urban Science, vol. 1, pp. 1–11, 2021

[20] M. Wahyudi, W. Bismi, M. Raharjo, U. Rahardja, L. Pujiastuti et al., “Gender recognition based on face image using deep learning method,” in 2023 11th International Conference on Cyber and IT Service Management (CITSM). IEEE, 2023, pp. 1–6.

[21] M. Abdulhafiz Megahed and A. M. Hassan, “Evolution of BIM to DTs: A paradigm shift for the post pandemic AECO industry,” Urban Science, vol. 6, no. 4, 2022.

[22] R. G. Munthe, M. Abbas, R. Fernandez, and N. Ulita, “The impact of educational information systems on learning accessibility in higher education,” International Transactions on Education Technology (ITEE), vol. 3, no. 1, pp. 94–103, 2024.

[23] J. Zhu and P. Wu, “BIM/GIS data integration from the perspective of information flow,” Automation in Construction, vol. 136, p. 104166, 2022.

[24] U. Rahardja, Q. Aini, A. S. Bist, S. Maulana, and S. Millah, “Examining the interplay of technology readiness and behavioural intentions in health detection safe entry station,” JDM (Jurnal Dinamika Manajemen), vol. 15, no. 1, pp. 125–143, 2024.

[25] S. Zebua, M. H. R. Chakim et al., “Effect of human resources quality, performance evaluation, and incentives on employee productivity at raharja high school,” APTISI Transactions on Management, vol. 7, no. 1, pp. 1–8, 2023.

[26] A. Fereidouni, “IoT and man-in-the-middle attacks,” Security and Privacy, vol. 8, no. 1, 2025.

[27] H. Hamdan, H. Cahyadi, K. Vaher, and A. Ratih, “Ai-driven optimization of pulsed dc sputtering for enhanced indium tin oxide films,” International Transactions on Artificial Intelligence, vol. 4, no. 1, pp. 85–94, 2025.

[28] S. Vijayakumar et al., “An analysis of internet of things (IoT) cyberattacks and detection strategies,” Frontiers in Computer Science, vol. 6, 2024.

[29] Y. D. Anna, H. Djajadikerta, and A. Setiawan, “Strengthening the foundations of socialpreneurship through integrated reporting a systematic bibliometric perspective,” Aptisi Transactions on Technopreneurship (ATT), vol. 8, no. 1, pp. 296–309, 2026.

[30] U. Rahardja, I. D. Hapsari, P. H. Putra, and A. N. Hidayanto, “Technological readiness and its impact on mobile payment usage: A case study of go-pay,” Cogent Engineering, vol. 10, no. 1, p. 2171566, 2023.

[31] M. Choiri, E. S. Pramudito, F. Sutisna, and R. S. Sean, “Business artificial intelligence for enhancing sustainable decision intelligence,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 7, no. 1, pp. 106–116, 2025.

[32] S. Manokeaw, P. Khuwuthyakorn, Y.-C. Chan, N. Tengtrairat, M. Jintapitak, O. Thinnukool, C. Buachart, T. Sinthamrongruk, T. Kridakorn Na Ayutthaya, N. Suriyanon, S. Kanangkaew, and D. Rinchumphu, “A dynamic digital twin framework for sustainable facility management in a smart campus: A case study of Chiang Mai University,” Technologies, vol. 13, no. 10, 2025.

[33] W. Markiewicz, V. Wilczynski, J. Dorsey, D. Wilson, and C. Elwell, “Assessing the utility of live data streams across existing and planned university buildings,” Frontiers in Energy Efficiency, vol. 3, feb 2025.

[34] H. Seo and W.-S. Yun, “Digital twin-based assessment framework for energy savings in university classroom lighting,” Buildings, vol. 12, no. 5, 2022.

[35] X. Ye, S. Jamonnak, S. Van Zandt, G. Newman, and P. Suermann, “Developing campus digital twin using interactive visual analytics approach,” Frontiers of Urban and Rural Planning, vol. 2, 2024.

[36] M. Shahzad, M. T. Shafiq, D. Douglas, and M. Kassem, “Digital twins in built environments: An investigation of the characteristics, applications, and challenges,” Buildings, vol. 12, no. 2, 2022.

[37] R. Obringer, B. Rachunok, D. Maia-Silva, M. Arbabzadeh, R. Nateghi, and K. Madani, “The overlooked environmental footprint of increasing internet use,” Resources, Conservation and Recycling, vol. 167, 2021.

[38] E. Susetyono, D. S. Priyarsono, A. Sukmawati, and P. Nurhayati, “Improving risk management maturity in ultra micro soe holding companies,” Aptisi Transactions on Technopreneurship (ATT), vol. 8, no. 1, pp. 310–324, 2026.

[39] Ministry of Education, Culture, Research, and Technology of the Republic of Indonesia, “Panduan merdeka belajar–kampus merdeka,” Directorate General of Higher Education, Research, and Technology, Jakarta, Indonesia, Tech. Rep., 2022