A remote MQTT-based data monitoring system for energy efficiency in industrial environments
DOI:
https://doi.org/10.14295/vetor.v31i2.13726Keywords:
Energy Efficiency, Industrial Internet of Things, Modbus, MQTT, Raspberry PiAbstract
The concept of the new industry seeks not only to improve production processes, but also to bring solutions to environmental problems, in addition to reducing resource consumption, while maintaining high yields. This constant search for process optimization has been the main agent in the development of new technologies aimed at improving the performance of industrial production lines. Thus, this article proposes to raise some important concepts of Industry 4.0, and present the development of a remote IoT-based system that, through MQTT and Modbus protocols, will be responsible for monitoring the entire electrical network of an industrial plant, sending its data to the cloud, where it can be monitored and analyzed by the industry management sector or even by an artificial intelligence system, in a simple and effective way, in real time and from anywhere, in order to assist in decision-making focused on energy efficiency.
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References
O. Adenuga, K. Mpofu, and B. Ramatsetse, “Energy efficiency analysis modelling system for manufacturing in the context of industry 4.0,” Procedia CIRP, vol. 80, pp. 735–740, 2019. Available at: https://doi.org/10.1016/j.procir.2019.01.002
V. and Foster, G. Azuela, M. Bazilian, J. Sinton, S. Banergee, J. d. Wit, A. Ahmed, E. Portale, N. Angelou, and J. Liu, Sustainable Energy for All 2015: Progress Toward Sustainable Energy. The World Bank, 2015. Available at: https://elibrary.worldbank.org/doi/abs/10.1596/978-1-4648-0690-2
L. Neves. (2020) Eficiência energética no setor industrial. Way2Blog – Tudo sobre gestão de energia e o setor elétrico. (in Portuguese). Available at: https://www.way2.com.br/blog/e ciencia-energetica-no-setor-industrial/
M. J. da Cunha, M. B. de Almeida, R. F. Fernandes, and R. S. Carrijo, “Proposal for an IoT architecture in industrial processes,” in 2016 12th IEEE International Conference on Industry Applications (INDUSCON), Curitiba, Paraná, Brazil, 2016, pp. 1–7.
H. Lasi, P. Fettke, H.-G. Kemper, T. Feld, and M. Hoffmann, “Industry 4.0,” Business & Information Systems Engineering, vol. 6, no. 4, pp. 239–242, 2014. Available at: https://aisel.aisnet.org/bise/vol6/iss4/5
Zagonel Tecnologia E ciente. (2021) Qual é a relação entre a ‘indústria 4.0’ e a ‘eficiência energética na indústria’? (in Portuguese). Available at: https://www.zagonel.com.br/iluminacao/blog/show/qual-e-a-relacao-entre-a-industria-40-e-a-eficiencia-energetica-na-industria-14/
L. Arís. (2020) Indústria 4.0 depende da convergência entre OT e TI para avançar no Brasil. (in Portuguese). Available at: https://www.datacenterdynamics.com/br/opini%C3%B5es/ind%C3%BAstria-40-depende-da-converg%C3%AAncia-entre-ot-e-ti-para-avan%C3%A7ar-no-brasil/
F. Almada-Lobo, “The industry 4.0 revolution and the future of manufacturing execution systems (mes),” Journal of Innovation Management, vol. 3, no. 4, pp. 16–21, 2015. Available at: https://doi.org/10.24840/2183-0606_003.004_0003
D. Mourtzis, E. Vlachou, and N. Milas, “Industrial big data as a result of IoT adoption in manufacturing,” Procedia CIRP, vol. 55, pp. 290–295, 2016, 5th CIRP Global Web Conference - Research and Innovation for Future Production (CIRPe 2016). Available at: https://www.sciencedirect.com/science/article/pii/S2212827116307880
M. Venturelli. (2020) E ciência energética 4.0. Marcio Venturelli – Automação Industrial, Digitalização e Indústria 4.0. (in Portuguese). Available at: https://marcioventurelli.com/2020/06/26/e ciencia-energetica-4-0/
Y. Seow and S. Rahimifard, “A framework for modelling energy consumption within manufacturing systems,” CIRP Journal of Manufacturing Science and Technology, vol. 4, no. 3, pp. 258–264, 2011.
J. Kline and C. Kline, “Power modeling for an industrial installation,” in 2017 IEEE-IAS/PCA Cement Industry Technical Conference, 2017, pp. 1–10.
D. Reynders, S. Mackay, and E. Wright, Practical industrial data communications: best practice techniques. Elsevier, 2004.
F. C. S. Silva. (2019) Modelos cliente-servidor do modbus TCP e publish-subscribe do MQTT: quando utilizar cada um deles e quais suas vantagens e desvantagens? (in Portuguese). Available at: https://www.novus.com.br/site/default.asp?Idioma=55&TroncoID=053663&SecaoID=0&SubsecaoID=0&Template=../artigosnoticias/user_exibir.asp&ID=618088
M. Electronics. (2020) O papel crítico dos gateways iot. EMBARCADOS. (in Portuguese). Available at: https://www.embarcados.com.br/gateways-iot/
C. B. Silveira. (2016) Saiba tudo sobre o protocolo modbus. Citisystems. (in Portuguese). Available at: https://www.citisystems.com.br/modbus/
Moore Industries-International. (2021) Using MODBUS for process control and automation. Moore Industries. Available at: https://www.miinet.com/white-paper.html
M. B. Almeida. (2015) MQTT – protocolos para IoT. EMBARCADOS. (in Portuguese). Available at: https://www.embarcados.com.br/mqtt-protocolos-para-iot/