Artificial Intelligence in Manufacturing

  • Chapter
  • First Online:
Emerging Technologies in Manufacturing

Abstract

This chapter covers artificial intelligence (AI), which is the cognitive science that deals with intelligent machines which are able to perform tasks heretofore only performed by human beings. Today, the manufacturing industry is using artificial intelligence and machine learning to streamline every phase of production and increase productivity. This chapter addresses the uses of artificial intelligence in the manufacturing industry. It begins by reviewing AI. It discusses the roles AI plays in manufacturing. It highlights the benefits and challenges of applying AI in manufacturing. It covers how AI is being applied in manufacturing around the world.

The world’s technocrats are yet to fully grasp and deploy the genius of Artificial Intelligence (AI) and the immensity of its powers to transform societies and elevate the quality of life of world citizens.–Matthew N. O. Sadiku.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 79.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free ship** worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free ship** worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. M.S. Fox, Industrial applications of artificial intelligence. Robotics 2, 301–311 (1986)

    Article  Google Scholar 

  2. M.N.O. Sadiku, Artificial intelligence. IEEE Potentials 8, 35–32 (1989)

    Article  Google Scholar 

  3. M.N.O. Sadiku, S.M. Musa, O.M. Musa, Artificial intelligence in the manufacturing industry. Int. J. Adv. Sci. Res. Eng. 5(6), 108–110 (2019)

    Google Scholar 

  4. H. Chen, L. Li, Y. Chen, Explore success factors that impact artificial intelligence adoption on telecom industry in China. J. Manage. Anal. (2020)

    Google Scholar 

  5. S. Greengard, What is artificial intelligence? (2019), https://www.datamation.com/artificial-intelligence/what-is-artificial-intelligence.html

  6. M.N.O. Sadiku, Y. Wang, S. Cui, S.M. Musa, Expert systems: A primer. Int. J. Adv. Res. Comput. Sci. Softw. Eng. 8(6), 59–62 (2018)

    Article  Google Scholar 

  7. G. Singh, A. Mishra, D. Sagar, An overview of artificial intelligence. SBIT J. Sci. Technol. 2(1) (2003)

    Google Scholar 

  8. What is an Expert System? (n.d.), https://www.javatpoint.com/expert-systems-in-artificial-intelligence

  9. M.N.O. Sadiku, S.M. Musa, O.S. Musa, Neural networks in the chemical industry. Invent. J. Res. Technol. Eng. Manage. 1(12), 25–27 (2017)

    Google Scholar 

  10. M.N.O. Sadiku, S.M. Musa, O.S. Musa, Machine learning. Int. Res. J. Adv. Eng. Sci. 2(4), 79–81 (2017)

    Google Scholar 

  11. M.N.O. Sadiku, M. Tembely, S.M. Musa, Deep learning. Int. Res. J. Adv. Eng. Sci. 2(1), 77–78 (2017)

    Google Scholar 

  12. M.N.O. Sadiku, Y. Zhou, S.M. Musa, Natural language processing. Int. J. Adv. Sci. Res. Eng. 4(5), 68–70 (2018)

    Google Scholar 

  13. M.N.O. Sadiku, S. Alam, S.M. Musa, Intelligent robotics and applications. Int. J. Trends Res. Dev. 5(1), 101–103 (2018)

    Google Scholar 

  14. G.S. May, T.S. Kim, G. Triplett, I. Yun, Artificial intelligence in semiconductor manufacturing, in Wiley Encyclopedia of Electrical and Electronics Engineering, ed. by J. Webster, (Wiley, 2007)

    Google Scholar 

  15. How does artificial intelligence work? (n.d.), https://www.innoplexus.com/blog/how-artificial-intelligence-works/

  16. T. Nicholas, The future of artificial intelligence in manufacturing industries (2018), https://www.intellectyx.com/blog/the-future-of-artificial-intelligence-in-manufacturing-industries/

  17. M.N.O. Sadiku, Y.P. Akhare, S.M. Musa, Machine learning in manufacturing: A brief survey. Int. J. Trend Res. Dev. 6(6) (2012)

    Google Scholar 

  18. M.N.O. Sadiku, S.M. Musa, O.M. Musa, The essence of industry 4.0. Invent. J. Res. Technol. Eng. Manage. 2(9), 64–67 (2018)

    Google Scholar 

  19. P.P. Khargonekar, Artificial intelligence, automation, and manufacturing (2018), https://cpb-us-e2.wpmucdn.com/faculty.sites.uci.edu/dist/8/644/files/2018/06/Smart_MFG_CNMI.pdf

  20. A. Suresh, R. Udendhran, and M. Balamurugan, Integrating IoT and machine learning – The driving force of industry 4.0, in Internet of Things for Industry 4.0, ed. by G. Kanagachidambaresan et al. (Springer, 2020)

    Google Scholar 

  21. B. Ramsey, How machine learning is poised to revolutionize manufacturing (n.d.), https://medium.com/supplyframe-hardware/how-machine-learning-is-poised-to-revolutionize-manufacturing-7e72b4ba8e5f

  22. J.H. Han, R.Kim, and S.Y. Chi, Applications of machine learning algorithms to predictive manufacturing: Trends and application of tool wear compensation parameter recommendation, in Proceedings of the 2015 International Conference on Big Data Applications and Services (Jeju Island, 2015), pp. 51–57

    Google Scholar 

  23. Our vision is for AI-delivered insights tied into automation – Kraft Heinz on using artificial intelligence in manufacturing (2020), https://www.just-food.com/interview/our-vision-is-for-ai-delivered-insights-tied-into-automation-kraft-heinz-on-using-artificial-intelligence-in-manufacturing

  24. A. Luckow et al., Deep learning in the automotive industry: Applications and tools, in Proceedings of 2016 IEEE International Conference on Big Data (Big Data), 2016

    Google Scholar 

  25. Q. Demlehner, D.I. Schoemer, S. Laumer, How can artificial intelligence enhance car manufacturing? A Delphi study-based identification and assessment of general use cases. Int. J. Inf. Manag. 58, 102317 (2021)

    Article  Google Scholar 

  26. T. Wuest et al., Machine learning in manufacturing: Advantages, challenges, and applications. Prod. Manuf. Res. 4(1), 23–45 (2016)

    Google Scholar 

  27. G. Jujjavarapu, E. Hickok, and A. Sinha, AI and the manufacturing and services Industry in India (n.d.), \https://cis-india.org/internet-governance/files/AIManufacturingandServices_Report_02.pdf

  28. J. Lee et al., Industrial artificial intelligence for industry 4.0-based manufacturing systems. Manuf. Lett. 18, 20 (2018)

    Article  Google Scholar 

  29. K.B. Irani et al., Application of machine learning techniques to semiconductor manufacturing, in Proc. SPIE 1293, Applications of Artificial Intelligence VIII, 1990

    Google Scholar 

  30. C.K. Shin, S.C. Park, A machine learning approach to yield management in semiconductor manufacturing. Int. J. Prod. Res. 38(17), 4261–4271 (2000)

    Article  Google Scholar 

  31. B. Li et al., Applications of artificial intelligence in intelligent manufacturing: A review. Front. Inf. Technol. Electron. Eng. 18, 86–96 (2017)

    Article  Google Scholar 

  32. M.N.O. Sadiku, O.D. Olaleye, S.M. Musa, Smart manufacturing: A primer. In. J. Trend Res. Dev. 6(6), 9–12 (2019)

    Google Scholar 

  33. F. Meziane et al., Intelligent systems in manufacturing: Current developments and future prospects (n.d.), https://www.researchgate.net/publication/242176196_Intelligent_systems_in_manufacturing_Current_developments_and_future_prospects/link/02bfe5110ffd9b3797000000/download

  34. K. Polachowska, 10 use cases of AI in manufacturing (2019), https://neoteric.eu/blog/10-use-cases-of-ai-in-manufacturing/

  35. T.M. Knasel, Artificial intelligence in manufacturing: Forecasts for the use of artificial intelligence in the USA. Robotics 2, 357–362 (1986)

    Article  Google Scholar 

  36. Y. Liu, Research on the construction method of mechanical manufacturing system based on artificial intelligence technology, in Proceedings of 2020 5th International Conference on Smart Grid and Electrical Automation, 2020, pp. 149–152

    Google Scholar 

  37. Artificial intelligence: Future & present in manufacturing industry (n.d.), https://blog.tyronesystems.com/artificial-intelligence-future-and-present-in-manufacturing-industry

  38. Machine learning & artificial intelligence in advanced manufacturing (n.d.), https://www.rit.edu/gis/coe/sites/rit.edu.gis.coe/files/docs/news-events/Machine%20Learning%20Blog.pdf

  39. A. Kusiak, Smart manufacturing. Int. J. Prod. Res. 56(1–2), 508–517 (2018)

    Article  Google Scholar 

  40. K.S. Prakasha, T. Nancharaihb, V.V.S. Rao, Additive manufacturing techniques in manufacturing: An overview. Mater. Today: Proc. 5, 3873–3882 (2018)

    Google Scholar 

  41. J.K. Gill, Explainable AI in manufacturing industry (2021), https://www.akira.ai/blog/ai-in-manufacturing-industry/

  42. J.P. Davim, Artificial Intelligence in Manufacturing Research (Nova, 2010)

    Google Scholar 

  43. R.K. Miller, T.C. Walker, Artificial Intelligence Applications in Manufacturing, 2nd edn. (Prentice Hall, Hoboken, 1982)

    Google Scholar 

  44. A.F. Famili, D.S. Nau, S.H. Kim (eds.), Artificial Intelligence Applications in Manufacturing (MIT Press, Cambridge, 1992)

    Google Scholar 

  45. G. Shaw, The Future Computed: AI & Manufacturing (The Future Computed Series) (Independently Published, 2019)

    Google Scholar 

  46. J. Krakauer, Smart Manufacturing with Artificial Intelligence (Manufacturing update series) (Society of Manufacturing Engineers, 1987)

    Google Scholar 

  47. S.K. Mishra et al. (eds.), AI in Manufacturing and Green Technology: Methods and Applications (CRC Press, Boca Raton, 2020)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Sadiku, M.N.O., Ajayi-Majebi, A.J., Adebo, P.O. (2023). Artificial Intelligence in Manufacturing. In: Emerging Technologies in Manufacturing. Springer, Cham. https://doi.org/10.1007/978-3-031-23156-8_2

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-23156-8_2

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-23155-1

  • Online ISBN: 978-3-031-23156-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics

Navigation