Towards a Simulator for Green Smart Campus Systems
Resumo
The 2030 Agenda for Sustainable Development aims to foster environmental protection, inclusive economic growth, and social inclusion. Universities are called to join this global effort and are expected not only to contribute with solutions for the sustainability challenges but also provide sustainable campi. Given this scenario, the main contributions of this paper are threefold: i) to illustrate how universities could contribute with the 2030 Agenda through smart campus solutions based on technologies such as Internet of Things, Big Data, and Cloud Computing; ii) to propose a framework to automatically collect data to generate and manage sustainability indicators in the university; and iii) to propose a simulator for green smart campus system which allows an adequate estimate of the required information and communication infrastructure.
Palavras-chave:
Green smart campus, IoT, cloud computing
Referências
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Hu, H. and Yan, H. (2016). A study on discovery method of hot topics based on smart campus big data platform. In Proc. ICITBS, pages 176–179.
Ivanovski, D. (2015). The “green” in internet of things: Case study of faculty environment. In Uden, L., Heriˇcko, M., and Ting, I.-H., editors, Proc. KMO, pages 561–571.
John, T. M., Ucheaga, E. G., Badejo, J. A., and Atayero, A. A. (2017). A framework for a smart campus: A case of covenant university. In Proc. CSCI, pages 1371–1376.
Katsaros, K. V., Xylomenos, G., and Polyzos, G. C. (2012). Globetraff: A traffic workload generator for the performance evaluation of future internet architectures. In 5th NTMS, pages 1–5.
Kuo, W., Pan, C., and Lin, L. (2018). Wastewater treatment and reuse on campus: A case study in kun shan university. In Proc. 4th GTSD, pages 583–586.
Kwok, L.-f. (2015). A vision for the development of i-campus. Smart Learn. Environ., 2(1):2.
Li, L., Huang, H., Zhao, F., Sutherland, J. W., and Liu, Z. (2017a). An energy-saving method by balancing the load of operations for hydraulic press. IEEE/ASME T. Mech., 22(6):2673–2683.
Li, R. and Guan, Q. (2011). Environmental campus: Managing campus parking meters using gps and gis. In Proc. ISWREP, volume 4, pages 3180–3182.
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Luo, L. (2018). Data acquisition and analysis of smart campus based on wireless sensor. Wireless Pers. Commun., 102(4):2897–2911.
Majeed, A. and Ali, M. (2018). How internet-of-things (iot) making the university campuses smart? qa higher education (qahe) perspective. In Proc. 8th CCWC, pages 646–648.
Malatji, E. M. and Ntsaluba, S. B. K. (2018). Smart energy generation for a smart campus. In Proc. ICONIC, pages 1–5.
Mehdi, K., Lounis, M., Bounceur, A., and Kechadi, T. (2014). Cupcarbon: A multi-agent and discrete event wireless sensor network design and simulation tool. In 7th ICST, pages 126–131.
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Nations, U. U. (2019). Sustainable development goals. [Accessed Nov. 12, 2019].
Nie, X. (2013). Constructing smart campus based on the cloud computing platform and the internet of things. In Proc. 2nd ICCSEE, pages 1576 – 1578.
Okeniyi, J. O., Atayero, A. A., Popoola, S. I., Okeniyi, E. T., and Alalade, G. M. (2018). Smart campus: Data on energy generation costs from distributed generation systems of electrical energy in a nigerian university. Data Brief, 17:1082 – 1090.
Petcovici, A. and Stroulia, E. (2016). Location-based services on a smart campus: A system and a study. In Proc. 3rd IEEE WF-IoT, pages 94–99.
Rodrigues, P. L., dos Santos Rabello, R., and Cervi, C. R. (2019). An application to generate air quality recommendations and alerts on a smart campus. In Stephanidis, C., editor, HCI International 2019 - Posters, pages 507–514.
Santana, E. F. Z., Lago, N., Kon, F., and Milojicic, D. S. (2017). Interscsimulator: Largescale traffic simulation in smart cities using erlang. In 18th MABS, pages 211–227. Springer.
Subbarao, V., Srinivas, K., and Pavithr, R. S. (2019). A survey on internet of things based smart, digital green and intelligent campus. In Proc. 4th IoT-SIU, pages 1–6.
UNICAMP (2020). Unicamp Campinas campus map. [Accessed Mar. 13, 2020].
Wang, Y., Saez, B., Szczechowicz, J., Ruisi, J., Kraft, T., Toscano, S., Vacco, Z., and Nicolas, K. (2017). A smart campus internet of things framework. In Proc. 8th IEEE UEMCON, pages 498–503.
Wei, L. (2016). Campus management strategy research under the environment of big data. In Proc. ICITBS, pages 195–199.
Weng, Y., Zhang, N., and Xia, C. (2019). Multi-agent-based unsupervised detection of energy consumption anomalies on smart campus. IEEE Access, 7:2169–2178.
Wu, J., Guo, S., Huang, H., Liu, W., and Xiang, Y. (2018). Information and communications technologies for sustainable development goals: State-of-the-art, needs and perspectives. IEEE Commun. Surv. Tut., 20(3):2389–2406.
Yan, H. and Hu, H. (2016). A study on association algorithm of smart campus mining platform based on big data. In Proc. ICITBS, pages 172–175.
Yuliansyah, H., Corio, D., Yunmar, R. A., and Aziz, M. R. K. (2019). Energy monitoring system based on internet of things toward smart campus in institut teknologi sumatera. IOP Conference Series: Earth and Environmental Science, 258:012008.
Zhang, W. and Jiang, L. (2018). Algorithm analysis for big data in education based on depth learning. Wireless Pers. Commun., 102(4):3111–3119.
Zyrianoff, I., Borelli, F., and Kamienski, C. (2017). Sense – sensor simulation environment: Uma ferramenta para geração de tráfego iot em larga escala. Salão de Ferramentas – SBRC. [In Portuguese].
Akindeji, K. T., Tiako, R., and Davidson, I. E. (2019). Use of renewable energy sources in university campus microgrid - a review. In Proc. DUE, pages 76–83.
Al Rawajbeh, M. (2018). A new framework simulation for developing and designing a smart campus application. IJFCC, 7:58–62.
Arshad, S., Azam, M. A., Ahmed, S. H., and Loo, J. (2017). Towards information-centric networking (icn) naming for internet of things (iot): The case of smart campus. In Proc. ICFNDS, pages 41:1–41:6.
Campuzano, F., Doumanis, I., Smith, S., and Botia, J. A. (2014). Intelligent environments simulations, towards a smart campus. In 2nd International Workshop on Smart University.
Company, E. (2019). Arqgis online. [Accessed Nov. 12, 2019].
Cypriano, J. G. I., Pinto, L. F., Machado, L. C., da Silva, L. C. P., and Ferreira, L. S. (2019). Energy management methodology for energy sustainable actions in university of campinas - brazil. IOP Conf. Ser. Earth Environ. Sci., 257:012034.
Enqing, J., Peixiang, R., Huanjin,W., and Yanping, S. (2017). Discussion on construction method of smart campus basic platform based on 3d geographic information technology. In Proc. CAC, pages 7790–7794.
Goals, T. G. (2019). The global goals for sustainable development. [Accessed Mar. 15, 2019].
Gomes, R., Pombeiro, H., Silva, C., Carreira, P., Carvalho, M., Almeida, G., Domingues, P., and Ferrão, P. (2017). Handbook of Theory and Practice of Sustainable Development in Higher Education : Volume 1, chapter Towards a Smart Campus: Building- User Learning Interaction for Energy Efficiency, pages 381–398. Springer International Publishing, Cham.
Guo, M. and Zhang, Y. (2015). The research of smart campus based on internet of things amp;amp; cloud computing. In Proc. 11th WiCOM, pages 1–6.
Hu, H. and Yan, H. (2016). A study on discovery method of hot topics based on smart campus big data platform. In Proc. ICITBS, pages 176–179.
Ivanovski, D. (2015). The “green” in internet of things: Case study of faculty environment. In Uden, L., Heriˇcko, M., and Ting, I.-H., editors, Proc. KMO, pages 561–571.
John, T. M., Ucheaga, E. G., Badejo, J. A., and Atayero, A. A. (2017). A framework for a smart campus: A case of covenant university. In Proc. CSCI, pages 1371–1376.
Katsaros, K. V., Xylomenos, G., and Polyzos, G. C. (2012). Globetraff: A traffic workload generator for the performance evaluation of future internet architectures. In 5th NTMS, pages 1–5.
Kuo, W., Pan, C., and Lin, L. (2018). Wastewater treatment and reuse on campus: A case study in kun shan university. In Proc. 4th GTSD, pages 583–586.
Kwok, L.-f. (2015). A vision for the development of i-campus. Smart Learn. Environ., 2(1):2.
Li, L., Huang, H., Zhao, F., Sutherland, J. W., and Liu, Z. (2017a). An energy-saving method by balancing the load of operations for hydraulic press. IEEE/ASME T. Mech., 22(6):2673–2683.
Li, R. and Guan, Q. (2011). Environmental campus: Managing campus parking meters using gps and gis. In Proc. ISWREP, volume 4, pages 3180–3182.
Li, Y., Chen, H., Shao,W., Jing, S., Chiu, F., and Su, H. J. (2017b). Practices of innovative technology and education for sustainability in taiwan sustainable campus program. In Proc. PNC, pages 15–22.
Lo, Y.-Y. (2019). Creating a sustainable campus through digitalization : Exploring workplace practices to increase employee engagement. Master’s thesis, KTH, School of Electrical Engineering and Computer Science (EECS).
Luo, L. (2018). Data acquisition and analysis of smart campus based on wireless sensor. Wireless Pers. Commun., 102(4):2897–2911.
Majeed, A. and Ali, M. (2018). How internet-of-things (iot) making the university campuses smart? qa higher education (qahe) perspective. In Proc. 8th CCWC, pages 646–648.
Malatji, E. M. and Ntsaluba, S. B. K. (2018). Smart energy generation for a smart campus. In Proc. ICONIC, pages 1–5.
Mehdi, K., Lounis, M., Bounceur, A., and Kechadi, T. (2014). Cupcarbon: A multi-agent and discrete event wireless sensor network design and simulation tool. In 7th ICST, pages 126–131.
Nati, M., Gluhak, A., Domaszewicz, J., Lalis, S., and Moessner, K. (2017). Lessons from smartcampus: External experimenting with user-centric internet-of-things testbed. Wireless Pers. Commun., 93(3):709–723.
Nations, U. U. (2019). Sustainable development goals. [Accessed Nov. 12, 2019].
Nie, X. (2013). Constructing smart campus based on the cloud computing platform and the internet of things. In Proc. 2nd ICCSEE, pages 1576 – 1578.
Okeniyi, J. O., Atayero, A. A., Popoola, S. I., Okeniyi, E. T., and Alalade, G. M. (2018). Smart campus: Data on energy generation costs from distributed generation systems of electrical energy in a nigerian university. Data Brief, 17:1082 – 1090.
Petcovici, A. and Stroulia, E. (2016). Location-based services on a smart campus: A system and a study. In Proc. 3rd IEEE WF-IoT, pages 94–99.
Rodrigues, P. L., dos Santos Rabello, R., and Cervi, C. R. (2019). An application to generate air quality recommendations and alerts on a smart campus. In Stephanidis, C., editor, HCI International 2019 - Posters, pages 507–514.
Santana, E. F. Z., Lago, N., Kon, F., and Milojicic, D. S. (2017). Interscsimulator: Largescale traffic simulation in smart cities using erlang. In 18th MABS, pages 211–227. Springer.
Subbarao, V., Srinivas, K., and Pavithr, R. S. (2019). A survey on internet of things based smart, digital green and intelligent campus. In Proc. 4th IoT-SIU, pages 1–6.
UNICAMP (2020). Unicamp Campinas campus map. [Accessed Mar. 13, 2020].
Wang, Y., Saez, B., Szczechowicz, J., Ruisi, J., Kraft, T., Toscano, S., Vacco, Z., and Nicolas, K. (2017). A smart campus internet of things framework. In Proc. 8th IEEE UEMCON, pages 498–503.
Wei, L. (2016). Campus management strategy research under the environment of big data. In Proc. ICITBS, pages 195–199.
Weng, Y., Zhang, N., and Xia, C. (2019). Multi-agent-based unsupervised detection of energy consumption anomalies on smart campus. IEEE Access, 7:2169–2178.
Wu, J., Guo, S., Huang, H., Liu, W., and Xiang, Y. (2018). Information and communications technologies for sustainable development goals: State-of-the-art, needs and perspectives. IEEE Commun. Surv. Tut., 20(3):2389–2406.
Yan, H. and Hu, H. (2016). A study on association algorithm of smart campus mining platform based on big data. In Proc. ICITBS, pages 172–175.
Yuliansyah, H., Corio, D., Yunmar, R. A., and Aziz, M. R. K. (2019). Energy monitoring system based on internet of things toward smart campus in institut teknologi sumatera. IOP Conference Series: Earth and Environmental Science, 258:012008.
Zhang, W. and Jiang, L. (2018). Algorithm analysis for big data in education based on depth learning. Wireless Pers. Commun., 102(4):3111–3119.
Zyrianoff, I., Borelli, F., and Kamienski, C. (2017). Sense – sensor simulation environment: Uma ferramenta para geração de tráfego iot em larga escala. Salão de Ferramentas – SBRC. [In Portuguese].
Publicado
30/06/2020
Como Citar
MORAES, Priscila; PISANI, Flávia; BORIN, Juliana.
Towards a Simulator for Green Smart Campus Systems. In: WORKSHOP DE COMPUTAÇÃO APLICADA À GESTÃO DO MEIO AMBIENTE E RECURSOS NATURAIS (WCAMA), 11. , 2020, Evento Online.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2020
.
p. 111-120.
ISSN 2595-6124.
DOI: https://doi.org/10.5753/wcama.2020.11025.
