Smart manufacturing system based on industrial internet of things

Nur Wisma Nugraha, Gun Gun Maulana, Suharyadi Pancono

Abstract


The primary challenge in the manufacturing industry today is the subpar productivity and efficiency in production processes. This predicament can be attributed to the widespread utilization of suboptimal production systems and the underutilization of advanced technology in manufacturing. Furthermore, the lack of accurate production data, limited employee involvement in production processes, and the high costs associated with production and machine maintenance have emerged as significant concerns in the contemporary manufacturing landscape. In response to these challenges, the adoption of Smart Manufacturing Systems (SMS) based on the Industrial Internet of Things (IIoT) has become crucial to address these issues andenhance overall production quality and efficiency. The SMS IIoT system empowers companies to gather real-time data from various industrial devices and machines. This data is subsequently analyzed to optimize production processes, resulting in increased efficiency and productivity. With this system in place, companies can closely monitor production processes in real-time and promptly detect and address defective or non-compliant products at the onset of production. The research results show an availability value of 88%, indicating that the machine operates 88% of the scheduled time. A Performance value of 100% indicates that the engine is operating at the desired maximum speed. OEE is calculated as the product of Availability, Performance, and Quality of Rate. With a value of 88%, OEE reflects the overall level of effectiveness of the machine in the production process. This paper highlights the significance of IIoT-based Smart Manufacturing Systems in addressing the prevailing challenges encountered by the manufacturing industry.


Keywords


Industry, IIOT, Smart Manufacturing, Sensor

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References


E. P. Lestari and I. WSU, “Analisis Kinerja Industri Manufaktur Di Indonesia,” J. Ris. Ekon. dan Manaj., vol. 17, no. 1, p. 183, 2017, doi: 10.17970/jrem.17.170115.id.

S. A. F. Silalahi, “KONDISI INDUSTRI MANUFAKTUR INDONESIA DALAM MENGHADAPI GLOBALISASI (Manufacturing Industry Condition in Indonesia against Globalization),” J. Ekon. Kebijak. Publik, vol. 5, no. 1, pp. 1–13, 2014.

R. Azwina, P. Wardani, F. Sitanggang, and P. R. Silalahi, “Strategi Industri Manufaktur Dalam Meningkatkan Percepatan Pertumbuhan Ekonomi di Indonesia,” J. Manajemn, Bisnis dan Akunt., vol. 2, no. 1, pp. 44–55, 2023.

A. Snatkin, T. Eiskop, K. Karjust, and J. Majak, “Tootmise seiresüsteemi arendamine,” Proc. Est. Acad. Sci., vol. 64, no. 4S, pp. 567–580, 2015, doi: 10.3176/proc.2015.4S.04.

B. Wang, F. Tao, X. Fang, C. Liu, Y. Liu, and T. Freiheit, “Smart Manufacturing and Intelligent Manufacturing: A Comparative Review,” Engineering, vol. 7, no. 6, pp. 738–757, 2021, doi: 10.1016/j.eng.2020.07.017.

T. Smart, A. Berbasis, I. O. T. Menggunakan, and A. Spasial, “Iot Based Smart Agro-Industrial Technology With Spatial Analysis,” J. Teknol. Ind. Pertan., vol. 30, no. 30, pp. 319–328, 2020, doi: 10.24961/j.tek.ind.pert.2020.30.3.319.

“Special Issue of Journal of Manufacturing Systems on Challenges in Smart Manufacturing,” Procedia Manuf., vol. 5, no. Namrc 44, p. xvi, 2016, doi: 10.1016/j.promfg.2016.08.003.

R. I. Pratama, F. Ardianto, B. Alfaresi, A. Sofijan, and E. Ariyanto, “Implementasi internet of things (iot) web server smarthome,” J. Digit. Teknol. Inf., vol. 5, no. 2, p. 59, 2022, doi: 10.32502/digital.v5i2.4370.

G. G. Maulana, A. Budiyarto, and K. Aldi, “Production Monitoring System Using Overall Equipment Effectiveness ( OEE ) Method to Improve Stamping Machine Performance,” no. 21.

M. W. Sari, Herianto, I. B. Dharma, and A. E. Tontowi, “Design of Product Monitoring System Using Internet of Things Technology for Smart Manufacturing,” IOP Conf. Ser. Mater. Sci. Eng., vol. 835, no. 1, pp. 3–10, 2020, doi: 10.1088/1757-899X/835/1/012048.

K. Concepts et al., “An Artificial Intelligence-Based Collaboration Approach in Industrial IoT Manufacturing :,” Sensors 2020, vol. 20, no. 1, pp. 1–20, 2020.

W. W. Diab et al., “Industrial IoT Artificial Intelligence Framework,” pp. 1–59, 2022.

F. Raheem and N. Iqbal, Artificial Intelligence and Machine Learning for the Industrial Internet of Things (IIoT), no. February. 2022. doi: 10.1201/9781003145004-1.

A. A. Rosyadi, F. Gustiawan, M. Darsin, Y. Hermawan, and M. Asrofi, “Jurnal Polimesin,” Polimesin, vol. 20, no. 2, pp. 121–127, 2022.

F. W. Mateo and A. Redchuk, “IIoT/IoT and Artificial Intelligence/Machine Learning as a Process Optimization Driver under Industry 4.0 Model,” J. Comput. Sci. Technol., vol. 21, no. 2, pp. 170–176, 2021, doi: 10.24215/16666038.21.e15.

G. G. Maulana, A. Budiyarto, and Ridwan, “Design Implementation Manufacturing for Production Monitoring System Based on industrial internet of thingss,” Int. J. Eng. Technol. Manag. Res., vol. 8, no. 12, pp. 69–79, 2022, doi: 10.29121/ijetmr.v8.i12.2021.1083.

F. Mahiri, A. Najoua, and S. Ben Souda, “5G-Enabled IIoT Framework Architecture Towards Sustainable Smart Manufacturing,” Int. J. online Biomed. Eng., vol. 18, no. 4, pp. 4–20, 2022, doi: 10.3991/ijoe.v18i04.27753.

A. R. Utami et al., “Analisis Implementasi Vision Inspection System Berbasis Line Scan Camera Untuk Mengidentifikasi Kecacatan Pada Produk,” Elektro Natl. Conf., vol. Vol. 1, no. Vol. 1 No. 1 Juni (2021): ENACO 2021, pp. 312–317, 2021.

P. Padmadisastra, “IMPLEMENTASI PRODUCTION MONITORING SYSTEM PADA PROTOTIPE MESIN PRESS BERBASIS ANDROID PROGRAM STUDI IMPLEMENTASI PRODUCTION MONITORING SYSTEM,” 2021.

W. Atikno and H. H. Purba, “OEE , Literature Review Tinjauan Literatur Secara Sistematik Tentang Overall Equipment Effectiveness ( OEE ) di Industri Manufaktur dan Jasa,” no. June, 2021, doi: 10.31599/jies.v2i1.401.

K. A. Indarto, “SISTEM MONITORING PERFORMA PROTOTIPE MESIN PRESS BERBASIS INTERNET OF THINGS SISTEM,” 2021.

G. G. Maulana, R. Mada, and R. R. Purba, “Automation Storage System Based On SCADA Using PLC CP1H and CP1L,” J. Rekayasa Elektr., vol. 18, no. 3, pp. 144–151, 2022, doi: 10.17529/jre.v18i3.26363.

M. M. Madani, M. Faiqurahman, and D. R. Akbi, “Rancang Bangun Gateway Komunikasi Pada Perangkat Iot Dengan Memanfaatkan Protokol XMPP,” J. Repos., vol. 2, no. 1, p. 41, 2020, doi: 10.22219/repositor.v2i1.370.

B. Hamsen, I. R. Widiasari, F. Teknologi, I. Universitas, and K. Satya, “Rancang Bangun Perangkat Lunak IoT Gateway dari Field ke Cloud Berbasis Protocol Komunikasi MQTT ” Pendahuluan Internet of Things ( IoT ) memiliki tujuan dalam memperluas dampak dari [ 1 ]. Dengan menggunakan teknologi jaringan pada masa ini diperoleh per,” vol. 19, no. 1, pp. 1–15, 2022.

E. F. Kurniawan, E. Sakti Pramukantoro, and F. A. Bakhtiar, “Implementasi Perangkat Internet Gateway Device Untuk Menghubungkan Infrastruktur IoT dan Aplikasi Cloud Menggunakan Narrowband Internet of Things (NB-IoT),” vol. 3, no. 6, pp. 5215–5224, 2019, [Online]. Available: http://j-ptiik.ub.ac.id

S. Dan, IoT.

M. Ardita and M. Orisa, “Wi-Fi-Based Internet of Things (Iot) Data Communication Performance in Dense Wireless Network Traffic Conditions,” JEEMECS (Journal Electr. Eng. Mechatron. Comput. Sci., vol. 4, no. 1, pp. 31–36, 2021, doi: 10.26905/jeemecs.v4i1.5746.

A. P. Atmaja, A. E. Hakim, A. P. A. Wibowo, and L. A. Pratama, “Communication systems of smart agriculture based on wireless sensor networks in IoT,” J. Robot. Control, vol. 2, no. 4, pp. 297–301, 2021, doi: 10.18196/jrc.2495.

S. N. Deshpande and R. M. Jogdand, “A Survey on Internet of Things (IoT), Industrial IoT (IIoT) and Industry 4.0,” Int. J. Comput. Appl., vol. 175, no. 27, pp. 20–27, 2020, doi: 10.5120/ijca2020920790.

H. Prasetyo, Y. Sugiarto, and C. N. Rosyidi, “Design of an automatic production monitoring system on job shop manufacturing,” AIP Conf. Proc., vol. 1931, no. February, 2018, doi: 10.1063/1.5024080

A. Supriatna, M. L. Singgih, E. Widodo, and N. Kurniati, “Overall equipment effectiveness evaluation of maintenance strategies for rented equipment,” Int. J. Technol., vol. 11, no. 3, pp. 619–630, 2020, doi: 10.14716/ijtech.v11i3.3579.

F. Zohra Berrabah, C. Belkacemic, and L. Zemmouchi-Ghomari, “Essential and New Maintenance KPIs Explained,” Int. J. Educ. Manag. Eng., vol. 12, no. 6, pp. 11–20, 2022, doi: 10.5815/ijeme.2022.06.02.

M. Ishaq Bhatti and H. M. Awan, “The key performance indicators (KPIs) and their impact on overall organizational performance,” Qual. Quant., vol. 48, no. 6, pp. 3127–3143, 2014, doi: 10.1007/s11135-013-9945-y. text/122752.pdf




DOI: http://dx.doi.org/10.30811/jpl.v21i6.3957

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