Implementasi Realitas Berimbuh pada Antarmuka Manusia-Mesin di Industri Proses
(1) Universitas Gadjah Mada
(2) Universitas Gadjah Mada
(3) Universitas Gadjah Mada
(4) Universitas Gadjah Mada
Abstract
Process industries such as oil refineries, petrochemical plants, and power plants require a human-machine interface system to monitor continuously. The operator usually carries out monitoring via a human-machine interface. However, it is difficult to know the condition of process equipment in real-time. The implementation of augmented reality allows engineers to visualize process equipment in real-time when conducting field inspections. The implementation of augmented reality at the human-machine interface to the fluid catalytic cracking process in an oil refinery is discussed in this paper. The design was started by developing a three-dimensional process equipment model using Autodesk Inventor. The result of the three-dimensional model then using Unity 3D software connected to the Vuforia Engine was implemented on a gadget into an augmented reality application. Data communication performance analysis was carried out using inferential statistics methods to test variations in service quality at levels 0, 1, and 2. The result of the Tukey test showed that the communication network latency value in level 2 was significantly higher than levels 0 and 1, which was 0.704±0.108 seconds. These results indicate that augmented reality can be implemented on human-machine interfaces by ensuring the quality of data communication services using Message Queue Telemetry Transport (MQTT) protocol at levels 0 or 1.
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E. Marchukov, I. Egorov, G. Popov, O. Baturin, E. Goriachkin, Y. Novikova and D Kolmakova.., “Improving of the working process of axial compressors of gas turbine engines by using an optimization method,” IOP Conf. Ser.: Mater. Sci. Eng., vol. 232, p. 012041, Aug. 2017, doi: 10.1088/1757-899X/232/1/012041.
A. Ardanza, A. Moreno, Á. Segura, M. de la Cruz, and D. Aguinaga, “Sustainable and flexible industrial human-machine interfaces to support adaptable applications in the Industry 4.0 paradigm,” International Journal of Production Research, vol. 57, no. 12, pp. 4045–4059, Jun. 2019, doi: 10.1080/00207543.2019.1572932.
P. Papcun, E. Kajati, and J. Koziorek, “Human-machine interface in concept of industry 4.0,” in 2018 World Symposium on Digital Intelligence for Systems and Machines (DISA), Kosice, Aug. 2018, pp. 289–296. doi: 10.1109/DISA.2018.8490603.
X. Ma, F. Tao, M. Zhang, T. Wang, and Y. Zuo, “Digital twin enhanced human-machine interaction in product lifecycle,” Procedia CIRP, vol. 83, pp. 789–793, 2019, doi: 10.1016/j.procir.2019.04.330.
E. Kurilovas, “Evaluation of quality and personalisation of VR/AR/MR learning systems,” Behaviour & Information Technology, vol. 35, no. 11, pp. 998–1007, Nov. 2016, doi: 10.1080/0144929X.2016.1212929.
B. Sanii, “Creating Augmented Reality USDZ Files to Visualize 3D Objects on Student Phones in the Classroom,” J. Chem. Educ., vol. 97, no. 1, pp. 253–257, Jan. 2020, doi: 10.1021/acs.jchemed.9b00577.
J. Kaur and K. Kaur, “Internet of Things: A Review on Technologies, Architecture, Challenges, Applications, Future Trends,” IJCNIS, vol. 9, no. 4, pp. 57–70, Apr. 2017, doi: 10.5815/ijcnis.2017.04.07.
E. Stark, E. Kučera, O. Haffner, P. Drahoš, and R. Leskovský, “Using Augmented Reality and Internet of Things for Control and Monitoring of Mechatronic Devices,” Electronics, vol. 9, no. 8, p. 1272, Aug. 2020, doi: 10.3390/electronics9081272.
J. Guhl, S. Tung, and J. Kruger, “Concept and architecture for programming industrial robots using augmented reality with mobile devices like microsoft HoloLens,” in 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Limassol, Sep. 2017, pp. 1–4., doi: 10.1109/ETFA.2017.8247749.
A. Hariharan, B. Maharudrappa, and A. Felic, “Augmented Reality Experiences for the Operator 4.0,” in Mensch & Computer 2020, Sep. 2020, doi: 10.18420/muc2020-up-0422.
P. Fraga-Lamas, T. M. Fernández-Caramés, Ó. Blanco-Novoa, and M. A. Vilar-Montesinos, “A Review on Industrial Augmented Reality Systems for the Industry 4.0 Shipyard,” vol. 6, p. 18, 2018, doi: 10.1109/ACCESS.2018.2808326.
E.Al-Masri, K.R. Kalyanam, J. Batts, J. Kim, S.Singh, T. Vo and C. Yan, “Investigating Messaging Protocols for the Internet of Things (IoT),” IEEE Access, vol. 8, pp. 94880–94911, 2020, doi: 10.1109/ACCESS.2020.2993363.
J. Dizdarević, F. Carpio, A. Jukan, and X. Masip-Bruin, “A Survey of Communication Protocols for Internet of Things and Related Challenges of Fog and Cloud Computing Integration,” ACM Comput. Surv., vol. 51, no. 6, pp. 1–29, Feb. 2019, doi: 10.1145/3292674.
P. Tirpak, P. Michalik, and J. Macej, “Computer-Aided Manufacturing of a Shaft for Wood Chipper using Autodesk Inventor 2020,” SAR Journal, pp. 47–51, Jun. 2021, doi: 10.18421/SAR42-01.
L. Huang and B. Gui, “Research on the Application of Products based on Unity3D,” in the 2015 International Symposium on Computers & Informatics, Beijing, China, 2015, doi: 10.2991/isci-15.2015.160.
C. Li and B. Tang, “Research on The Application of AR Technology Based on Unity3D in Education,” J. Phys.: Conf. Ser., vol. 1168, p. 032045, Feb. 2019, doi: 10.1088/1742-6596/1168/3/032045.
N. C. Brownstein, A. Adolfsson, and M. Ackerman, “Descriptive statistics and visualization of data from the R datasets package with implications for clusterability,” Data in Brief, vol. 25, p. 104004, Aug. 2019, doi: 10.1016/j.dib.2019.104004.
J. Gelfond, M. Goros, B. Hernandez, and A. Bokov, “A System for an Accountable Data Analysis Process in R,” The R Journal, vol. 10, no. 1, p. 6, 2018, doi: 10.32614/RJ-2018-001.
I. Buyuksalih, S. Bayburt, G. Buyuksalih, A. P. Baskaraca, H. Karim, and A. A. Rahman, “3D Modelling and Visualization Based on The Unity Game Engine – Advantages and Challenges,” ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., vol. IV-4/W4, pp. 161–166, Nov. 2017, doi: 10.5194/isprs-annals-IV-4-W4-161-2017.
M. Sarosa, A. Chalim, S. Suhari, Z. Sari, and H. B. Hakim, “Developing augmented reality based application for character education using unity with Vuforia SDK,” J. Phys.: Conf. Ser., vol. 1375, p. 012035, Nov. 2019, doi: 10.1088/1742-6596/1375/1/012035.
W. Fatkhurrohman, A. N. I. Wardana, and E. Wijayanti, “Development of Fluid Catalytic Cracking Distributed Simulator Based on IEC 61499,” CHEMICA: Jurnal Teknik Kimia, vol. 7, no. 1, p. 25, Jun. 2020, doi: 10.26555/chemica.v7i1.15610.
J. H. Bae, “Development of Smart Game Based on Multi-Platform Game Engine,” International Journal of Multimedia and Ubiquitous Engineering, vol. 11, no. 3, pp. 345–350, Mar. 2016, doi: 10.14257/ijmue.2016.11.3.32.
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