Desain Monitoring Sistem pada Tungku Pembakaran dengan Pendekatan Multi-level Digital Twin

  • Galih Purnama Taryana Universitas Telkom
  • Murman Dwi Prasetio S1 Teknik Industri, Universitas Telkom
  • Murni Dwi Astuti S1 Teknik Industri, Universitas Telkom
  • Ayudita Oktafiani Universitas Telkom
  • Endang Budiasih S1 Teknik Industri, Universitas Telkom
  • Wiyono S1 Teknik Industri, Universitas Telkom
Keywords: intelligent systems, monitoring system, digital twin, multi-level approach

Abstract

Abstract-Industry 4.0 discusses concepts related to intelligent systems. There are many concepts related to intelligent systems, one of which is the digital twin concept. The digital twin concept as a data acquisition tool is used to build digital information for a physical system. The company is a producer of murando glazed tiles. in the roof tile production process at the company, there are defective rooftiles produced by the company, namely white stone defects and cracked roof tiles. Cracked roof tiles are caused by inappropriate temperatures during the firing process. With a temperature monitoring system in the roof tiles furnace, combustion temperatures can be monitored in real-time. Monitoring system design using a multi-level approach can describe in detail the architecture of the monitoring system based on the digital twin concept. The website is designed using the Human Centered Design method so can produce a website user interface that is in line with the goals and needs of the user. The monitoring system can provide real-time information on the temperature of the roof tiled anywhere with a design that suits the user's needs.

Downloads

Download data is not yet available.

References

F. Tao, M. Zhang, dan A. Y. C. Nee, Digital twin driven smart manufacturing. London [England] ; San Diego, CA: Academic Press, 2019.

M. Farsi, A. Daneshkhah, A. Hosseinian-Far, dan H. Jahankhani, Ed., Digital twin Technologies and Smart Cities. Cham: Springer International Publishing, 2020. doi: 10.1007/978-3-030-18732-3.

L. F. C. dos S. Durão, E. de S. Zancul, dan K. Schützer, “Digital twin: a concept in evolution,” Product, vol. 19, no. 1, hlm. e20210001, 2021, doi: 10.4322/pmd.2021.003.

L. Manca, R. Grugni, dan R. Mirzazadeh, “White Paper - Digital twin.” Engineering, 2022.

A. K. Ratri, S. Sriatun, dan A. Darmawan, “Pengaruh Serbuk Kaca dan Variasi Suhu Pembakaran pada Pembuatan Genteng Lempung Sedimentasi Banjir Kanal Timur Kota Semarang terhadap Kuat Tekan serta Daya Serapnya terhadap Air,” J. Kim. Sains Apl., vol. 11, no. 3, hlm. 63–69, Des 2008, doi: 10.14710/jksa.11.3.63-69.

G. P. Mulia dan J. Robecca, “Analisis Pengendalian Kualitas Proses Produksi Produk Genteng Palentong Menggunakan Pendekatan Metode Lean Six Sigma Di PG. Mulia Jatiwangi”.

W. M. Mohammed, R. E. Haber, dan J. L. Martinez Lastra, “Ontology-Driven Guidelines for Architecting Digital twins in Factory Automation Applications,” Machines, vol. 10, no. 10, hlm. 861, Sep 2022, doi: 10.3390/machines10100861.

K. Josifovska, E. Yigitbas, dan G. Engels, “Reference Framework for Digital twins within Cyber-Physical Systems,” dalam 2019 IEEE/ACM 5th International Workshop on Software Engineering for Smart Cyber-Physical Systems (SEsCPS), Montreal, QC, Canada, Mei 2019, hlm. 25–31. doi: 10.1109/SEsCPS.2019.00012.

D. Ibrahim, Microcontroller-based temperature monitoring and control. Oxford: Newnes, 2002.

Maxim Integrated Products, “MAX6675 Evaluation Kit,” 19-2345 datasheet, Feb. 2007.

S. A. Madyaratri, “LCD I2C dengan ESP32 Menggunakan IDE Arduino,” 17 February 2020. [Online] Available : . Available: https://medium.com/@shfamrsya/lcd-i2c-dengan-esp32-menggunakan-ide-arduino-31fd4f2f4e49 (Accessed 14 March 2023).

Kelvin, " I2C Communication Protocol and How It Works," 14 September 2022. [Online] Available : . Available: https://www.seeedstudio.com/blog/2022/09/02/i2c-communication-protocol-and-how-it-works/. [Accessed 14 March 2023].

R. Santos, “ESP32: K-Type Thermocouple with MAX6675 Amplifier.” [Online] Available : . Available: https://randomnerdtutorials.com/esp32-k-type-thermocouple-max6675/ (Accessed 14 Maret 2023).

I. G. P. A. P. Wulantari, N. K. A. Wirdiani, dan P. W. Buana, “Penerapan Metode Human Centered Design Dalam Perancangan User interface (Studi Kasus: PT.X),” Jurnal Ilmiah Teknologi dan Komputer, vol. 2, no. 3, 2021.

J. Palermo, “The Onion Architecture : part 1,” 29 Juli 2008. https://jeffreypalermo.com/2008/07/the-onion-architecture-part-1/ (diakses 14 Maret 2023).

M. D. Prasetio, M. H. Rifai, dan R. Y. Xavierullah, “Design of Defect Classification on Clay Tiles using Support Vector Machine (SVM),” 2020 6th International Conference on Interactive Digital Media (ICIDM), Bandung, Indonesia. doi: 10.1109/ICIDM51048.2020.9339642.

M. D. Prasetio, “An Approaching Machine Learning Model: Tile Inspection Case Study,” IJIES, vol. 4, no. 01, hlm. 12–22, Jan 2020, doi: 10.25124/ijies.v4i01.44.

Published
2023-04-27
How to Cite
Taryana, G. P., Prasetio, M. D., Astuti, M. D., Ayudita Oktafiani, Budiasih, E., & Wiyono. (2023). Desain Monitoring Sistem pada Tungku Pembakaran dengan Pendekatan Multi-level Digital Twin. Jurnal Sistem Cerdas, 6(1), 11 - 18. https://doi.org/10.37396/jsc.v6i1.284
Section
Articles