Efficient Practices of Cognitive Technology Application for Smart Manufacturing

[1] B.E.L.R. Flaih, D. Yuvaraj, S.K.A. Jayanthiladevi and T.S. Kumar, “Use Case of Artificial Intelligence in Machine Learning Manufacturing 4.0,” International Conference on Computational Intelligence and Knowledge Economy (ICCIKE), 2019, pp. 656-659, doi: 10.1109/ICCIKE47802.2019.9004327.10.1109/ICCIKE47802.2019.9004327 Search in Google Scholar

[2] S. Wang, J. Wan, D. Li, and C. Zhang, “Implementing Smart Factory of Industrie 4.0: An Outlook,” International Journal of Distributed Sensor Networks, vol. 12, no. 1, p. 3159805, Jan. 2016, doi: 10.1155/2016/3159805.10.1155/2016/3159805 Search in Google Scholar

[3] Deloitte, “2022 manufacturing industry outlook,” 2021. Accessed: Feb. 18, 2022. [Online]. Available: https://www2.deloitte.com/content/dam/Deloitte/us/Documents/energy-resources/us-2022-manufacturing-industry-outlook.pdf. Search in Google Scholar

[4] McKinsey & Company, “Global survey: The state of AI in 2021|McKinsey,” www.mckinsey.com, Dec. 08, 2021. https://www.mckinsey.com/business-functions/mckinsey-analytics/our-insights/global-survey-the-state-of-aiin-2021 (accessed Feb. 18, 2022). Search in Google Scholar

[5] A. Kwilinski and A. Kuzior. “Cognitive technologies in the management and formation of directions of the priority development of industrial enterprises”, Management Systems in Production Engineering, 2020, 28(2), pp. 133-138.10.2478/mspe-2020-0020 Search in Google Scholar

[6] P. Fobel and A. Kuzior, “The future (Industry 4.0) is closer than we think. Will it also be ethical?,” Proceedings of the International Conference of Computational Methods in Sciences and Engineering 2019 (ICCMSE-2019), 2019, doi: 10.1063/1.5137987.10.1063/1.5137987 Search in Google Scholar

[7] S. Phuyal, D. Bista, and R. Bista, “Challenges, Opportunities and Future Directions of Smart Manufacturing: A State of Art Review,” Sustainable Futures, vol. 2, p. 100023, 2020, doi: 10.1016/j.sftr.2020.100023.10.1016/j.sftr.2020.100023 Search in Google Scholar

[8] P. Grefen, I. Vanderfeesten, K. Traganos, Z. Domagala-Schmidt, and J. van der Vleuten, “Advancing Smart Manufacturing in Europe: Experiences from Two Decades of Research and Innovation Projects,” Machines, vol. 10, no. 1, p. 45, Jan. 2022, doi: 10.3390/machines10010045.10.3390/machines10010045 Search in Google Scholar

[9] K.-D. Thoben, S. Wiesner, and T. Wuest, “‘Industrie 4.0’ and Smart Manufacturing – A Review of Research Issues and Application Examples,” International Journal of Automation Technology, vol. 11, no. 1, pp. 4-16, Jan. 2017, doi: 10.20965/ijat.2017.p0004.10.20965/ijat.2017.p0004 Search in Google Scholar

[10] “Cognitive Manufacturing: An Overview and Four Applications that are Transforming Manufacturing Today,” 2018. [Online]. Available: https://www.ibm.com/downloads/cas/VDNKMWM6. Search in Google Scholar

[11] I. B. M. Contributor, “IBM BrandVoice: How Cognitive Computing And The IoT Can Transform Manufacturing To Please Customers,” Forbes, Aug. 11, 2016. https://www.forbes.com/sites/ibm/2016/08/11/how-cognitive-computing-and-the-iot-can-transform-manufacturing-to-please-customers/?sh=2dc93097272f (accessed Feb. 19, 2022). Search in Google Scholar

[12] P. Moens et al., “Scalable Fleet Monitoring and Visualization for Smart Machine Maintenance and Industrial IoT Applications,” Sensors, vol. 20, no. 15, p. 4308, Aug. 2020, doi: 10.3390/s20154308.10.3390/s20154308743559732748809 Search in Google Scholar

[13] S. Iarovyi, J.L.M. Lastra, R. Haber, and R. del Toro, “From artificial cognitive systems and open architectures to cognitive manufacturing systems,” 2015 IEEE 13^th International Conference on Industrial Informatics (INDIN), vol. pp. 1225-1232, Jul. 2015, doi: 10.1109/indin.2015.7281910.10.1109/INDIN.2015.7281910 Search in Google Scholar

[14] Deloitte, “Exponential technologies in manufacturing,” 2018. Accessed: Feb. 19, 2022. [Online]. Available: https://www.compete.org/storage/reports/exponential_technologies_2018_study.pdf. Search in Google Scholar

[15] Kiritsis, D., Hodkiewicz, M., Lazaro, O., Lee, J., Ni, J., eds. “Data-Driven Cognitive Manufacturing – Applications in Predictive Maintenance and Zero Defect Manufacturing”. Lausanne: Frontiers Media SA. 2021, doi: 10.3389/978-2-88966-583-910.3389/978-2-88966-583-9 Search in Google Scholar

[16] R. Cioffi, M. Travaglioni, G. Piscitelli, A. Petrillo, and F. De Felice, “Artificial Intelligence and Machine Learning Applications in Smart Production: Progress, Trends, and Directions,” Sustainability, vol. 12, no. 2, p. 492, Jan. 2020, doi: 10.3390/su12020492.10.3390/su12020492 Search in Google Scholar

[17] T. Kalsoom et al., “Impact of IoT on Manufacturing Industry 4.0: A New Triangular Systematic Review,” Sustainability, vol. 13, no. 22, p. 12506, Nov. 2021, doi: 10.3390/su132212506.10.3390/su132212506 Search in Google Scholar

[18] S. Bonnaud, C. Didier, and A. Kohler, “Industry 4.0 and Cognitive Manufacturing Architecture Patterns, Use Cases and IBM Solutions,” Sep. 2019. [Online]. Available: https://www.ibm.com/downloads/cas/M8J5BA6R. Search in Google Scholar

[19] D.R. Sjödin, V. Parida, M. Leksell, and A. Petrovic, “Smart Factory Implementation and Process Innovation,” Research-Technology Management, vol. 61, no. 5, pp. 22-31, Sep. 2018, doi: 10.1080/08956308.2018.1471277.10.1080/08956308.2018.1471277 Search in Google Scholar

[20] M.F. Zaeh et al., “The Cognitive Factory,” Springer Series in Advanced Manufacturing, pp. 355-371, doi: 10.1007/978-1-84882-067-8_20.10.1007/978-1-84882-067-8_20 Search in Google Scholar

[21] M.S. Sheikh, “Cognitive Manufacturing in Perspective of Future Manufacturing Industries,” International Journal for Research in Applied Science and Engineering Technology, vol. 8, no. 10, pp. 862-866, Oct. 2020, doi: 10.22214/ijraset.2020.32041.10.22214/ijraset.2020.32041 Search in Google Scholar

[22] A.V. Carvalho, A. Chouchene, T.M. Lima, and F. Charrua-Santos, “Cognitive Manufacturing in Industry 4.0 toward Cognitive Load Reduction: A Conceptual Framework,” Applied System Innovation, vol. 3, no. 4, p. 55, Dec. 2020, doi: 10.3390/asi3040055.10.3390/asi3040055 Search in Google Scholar

[23] D. Schatsky, C. Muraskin, and M. Wagner, “Complimentary article reprint Cognitive technologies The real opportunities for business,” 2015. Accessed: Apr. 11, 2022. [Online]. Available: https://www2.deloitte.com/tr/en/pages/technology-media-and-telecommunications/articles/cognitive-technologies.html Search in Google Scholar

[24] M. Lester and A. Htet, “What are cognitive technologies and how are they classified? – Intelligent Automation Blog|Deloitte Australia,” Deloitte, 2019. https://www2.deloitte.com/au/en/blog/intelligent-automation-blog/2019/what-are-cognitive-technologies-how-they-classified.html (accessed Apr. 11, 2022). Search in Google Scholar

[25] J. Soldatos, O. Lazaro, and F. Cavadini, “The Digital Shopfloor: Industrial Automation in the Industry 4.0 Era,” The Digital Shopfloor: Industrial Automation in the Industry 4.0 Era, vol. pp. 3-46, pp. 1-496, Apr. 2019, doi: 10.13052/rp-9788770220408.10.13052/rp-9788770220408 Search in Google Scholar

[26] P. Baruchelli, F. Botto, and A. Cimatti (FBK), “End-to-end digitized production test beds Overview on maturity of AI innovations in manufacturing,” Dec. 2020. [Online]. Available: https://eit.europa.eu/sites/default/files/overview_on_maturity_of_ai_innovations_in_manufacturing_20529-d11.pdf. Search in Google Scholar

[27] A. Kuzior and M. Staszek. Energy management in the railway industry: a case study of rail freight carrier in Poland. Energies, 2021, 14 iss. 21 pp. 1-21 (art. no. 6875) https://doi.org/10.3390/en1421687510.3390/en14216875 Search in Google Scholar

[28] A. Kuzior, A. Kwilinski and V. Tkachenko. Sustainable development of organizations based on the combinatorial model of artificial intelligence. Entrepreneurship and Sustainability, 2019, 7(2), 1353-1376. http://doi.org/10.9770/jesi.2019.7.2(39)10.9770/jesi.2019.7.2(39) Search in Google Scholar

[29] V. Tkachenko, A. Kuzior and A. Kwilinski. Introduction of artificial intelligence tools into the training methods of entrepreneurship activities. Journal of Entrepreneurship Education, 2019, 22(6), pp. 1-10. Retrieved from https://www.abacademies.org/articles/Introduction-ofartificialintelligence-tools-1528-2651-22-6-477.pdf Search in Google Scholar