The Future of Smart Campuses: Combining Digital Twin and Green Metrics

Teke İlknur; Teke Orkun; Kılınç Murat

doi:https://dx.doi.org/10.26650/acin.1386072

Research Article

DOI :10.26650/acin.1386072 IUP :10.26650/acin.1386072 Full Text (PDF)

The Future of Smart Campuses: Combining Digital Twin and Green Metrics

The “Smart Campus” concept combines environmental sustainability and technological innovation and plays an important role in educational institutions. In this context the contribution of “Digital Twins” and “Green metrics (GM)” to smart campus is one of the important areas of research. In this study, a digital twin architecture is proposed, including energy and climate change, waste and water issues, which account for 48% in GM criteria. Digital simulation and communication protocols, predictive analysis and dynamic decision support can be synthesized between the physical world and the sensor-based framework. This synthesis reveals the potential to reduce environmental damage through effective waste management, efficient use of water resources, identification of efficiency gaps through real-time analysis of energy consumption, and reduction of carbon footprint through energy savings. This study aims that the combined approach presented with the proposed framework according to GM criteria will contribute to future educational environments by ensuring smart campus sustainability.

Keywords: Digital twin, green metrics, smart campus

DOI :10.26650/acin.1386072 IUP :10.26650/acin.1386072 Full Text (PDF)

Akıllı Kampüslerin Geleceği: Dĳital İkiz ve Yeşil Metriklerin Birleştirilmesi

İlknur Teke, Orkun Teke, Murat Kılınç

Çevresel sürdürülebilirlik ile teknolojik yeniliğin birleşimini temsil eden “Akıllı Kampüs” kavramı, geleceğin eğitim kurumlarında önemli bir rol oynamaktadır. Bu açıdan, “Dĳital İkiz” teknolojisinin ve “Green Metrics (GM)” ölçümlerinin akıllı kampüslere nasıl katkı sağlayacağı önemli araştırma alanlarından biridir. Bu çalışma kapsamında, GM kriterleri arasında etki değeri %48 olan enerji ve iklim değişikliği, atık ve su konuları dikkate alınarak bir dĳital ikiz mimarisi önerilmiştir. Bu kriterler kullanılarak oluşturulan sensör tabanlı çerçeve ile dĳital simülasyon ve fiziksel dünya arası iletişim protokolü, tahmine dayalı analiz ve dinamik karar desteği sentezlenebilmektedir. Bu sentez ile kampüslerdeki atıkların etkili bir şekilde yönetilerek çevresel zararın azaltılması, su kaynaklarının verimli kullanımı, enerji tüketiminin gerçek zamanlı analizi ile verimlilik açıklarının belirlenmesi, enerji tasarrufu sağlayarak karbon ayak izinin azaltılması potansiyelleri ortaya çıkmaktadır. Bu çalışmada GM kriterleri doğrultusunda önerilen çerçeve ile birlikte sunulan birleşik yaklaşımla beraber, akıllı kampüslerin sürdürülebilir olması sağlanarak geleceğin eğitim ortamlarına katkıda sağlanması amaçlanmaktadır.

Keywords: Akıllı kampüs, dĳital ikiz, yeşil metrikler

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APA

Teke, İ., Teke, O., & Kılınç, M. (2023). The Future of Smart Campuses: Combining Digital Twin and Green Metrics. Acta Infologica, 7(2), 384-395. https://doi.org/10.26650/acin.1386072

AMA

Teke İ, Teke O, Kılınç M. The Future of Smart Campuses: Combining Digital Twin and Green Metrics. Acta Infologica. 2023;7(2):384-395. https://doi.org/10.26650/acin.1386072

ABNT

Teke, İ.; Teke, O.; Kılınç, M. The Future of Smart Campuses: Combining Digital Twin and Green Metrics. Acta Infologica, [Publisher Location], v. 7, n. 2, p. 384-395, 2023.

Chicago: Author-Date Style

Teke, İlknur, and Orkun Teke and Murat Kılınç. 2023. “The Future of Smart Campuses: Combining Digital Twin and Green Metrics.” Acta Infologica 7, no. 2: 384-395. https://doi.org/10.26650/acin.1386072

Chicago: Humanities Style

Teke, İlknur, and Orkun Teke and Murat Kılınç. “The Future of Smart Campuses: Combining Digital Twin and Green Metrics.” Acta Infologica 7, no. 2 (May. 2024): 384-395. https://doi.org/10.26650/acin.1386072

Harvard: Australian Style

Teke, İ & Teke, O & Kılınç, M 2023, 'The Future of Smart Campuses: Combining Digital Twin and Green Metrics', Acta Infologica, vol. 7, no. 2, pp. 384-395, viewed 2 May. 2024, https://doi.org/10.26650/acin.1386072

Harvard: Author-Date Style

Teke, İ. and Teke, O. and Kılınç, M. (2023) ‘The Future of Smart Campuses: Combining Digital Twin and Green Metrics’, Acta Infologica, 7(2), pp. 384-395. https://doi.org/10.26650/acin.1386072 (2 May. 2024).

MLA

Teke, İlknur, and Orkun Teke and Murat Kılınç. “The Future of Smart Campuses: Combining Digital Twin and Green Metrics.” Acta Infologica, vol. 7, no. 2, 2023, pp. 384-395. [Database Container], https://doi.org/10.26650/acin.1386072

Vancouver

Teke İ, Teke O, Kılınç M. The Future of Smart Campuses: Combining Digital Twin and Green Metrics. Acta Infologica [Internet]. 2 May. 2024 [cited 2 May. 2024];7(2):384-395. Available from: https://doi.org/10.26650/acin.1386072 doi: 10.26650/acin.1386072

ISNAD

Teke, İlknur - Teke, Orkun - Kılınç, Murat. “The Future of Smart Campuses: Combining Digital Twin and Green Metrics”. Acta Infologica 7/2 (May. 2024): 384-395. https://doi.org/10.26650/acin.1386072

Volume 7, Issue 22023, P. 384-395

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Submitted	04.11.2023
Accepted	11.12.2023
Published Online	21.12.2023

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The Future of Smart Campuses: Combining Digital Twin and Green Metrics

Akıllı Kampüslerin Geleceği: Dĳital İkiz ve Yeşil Metriklerin Birleştirilmesi

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