Deep Learning in Manufacturing


  • Matthew N. O. Sadiku Prairie View A&M University, USA
  • Guddi K. Suman Prairie View A&M University, USA
  • Sarhan M. Musa Prairie View A&M University, USA



Deep Learning, Deep Machine Learning, Hierarchical Learning, Manufacturing


Deep learning is presently receiving a lot of attention. It is a subset of machine learning, based on multi-layer neural networks or deep neural networks.  It is a novel, data-hungry, and high-accuracy analytics approach.  This paper discusses deep learning algorithms and their applications in manufacturing.


A. Wolfewicz, “Deep learning vs. machine learning – What’s the difference?” May 2021,

M. N. O. Sadiku, M. Tembely, and S. M. Musa, ”Deep learning,” International Research Journal of Advanced Engineering and Science, vol. 2, no. 1, 2017, pp. 77,78.

G. E. Hinton and R. R. Salakhutdinov, “Reducing the dimensionality of data with neural networks,” Science, vol. 313, 2006, pp. 504-507.

S. Singh, “Cousins of artificial intelligence,” May 2018,

A. Rodriguez, “Deep learning systems: Algorithms, compilers, and processors for large-scale production,” Synthesis Lectures on Computer Architecture, vol. 15, no. 4, October 2020, pp. 1-265.

“Deep learning,” Wikipedia,

J. Wang et al., “Deep learning for smart manufacturing: Methods and applications,” Journal of Manufacturing Systems, 2018.

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

N. Després et al., “Deep learning and design for additive manufacturing: A framework for microlattice architecture,” JOM, vol 72, 2020, pp. 2408–2418.

D. Butcher, “Additive manufacturing in the medical device industry,” November 2020,

F. Chollet, Deep Learning with Python. Shelter Island, NY: Manning Publications Co., 2018.

E. Stevens, L. Antiga, and T. Viehmann, Deep Learning with PyTorch. Shelter Island, NY: Manning Publications Co., 2020.



How to Cite

N. O. Sadiku, M., K. Suman, G. ., & M. Musa, S. (2021). Deep Learning in Manufacturing. International Journal of Advances in Scientific Research and Engineering (IJASRE), ISSN:2454-8006, 7(6), 36-41.