Application of Digital Lean Manufacturing System in Additive Manufacturing Industries: A Review

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Application of lean manufacturing (LM) principles within the manufacturing industry extends back several decades to drive efficiency and reduce waste across complex production lines. The advent of the Fourth Industrial Revolution, known as “Industry 4.0” technology is transforming the LM processes to promote the manufacturing industry. Additive Manufacturing (AM) has been identified as a technology with great potential to create a longstanding impact on the manufacturing world and is a core component of the Fourth Industrial Revolution. Many successful industries have achieved outstanding performance by integrating LM principles at the core of their corporate transformation. Of recent, AM and 3D printing has been identified as a technology that is revolutionizing LM principles in the following ways: easier prototyping, easily customize products, shorter lead times, local on-demand manufacturing, and lower cost production. Despite the exceptional success of LM principles across different industries and sectors, still many companies LM journeys fail due to many obvious reasons. The emergence of Industry 4.0 digital technologies has created an enabling environment for different manufacturing industries currently using LM principles to identify the need to embrace or add digital technologies to their lean manufacturing transformation journey. The intersections between LM and digital technologies are termed as “Digital Lean” or “Lean 4.0”. There are limited studies and literature gaps on lean manufacturing within the context of AM industry. More so, there is no study that examines the application of digital lean manufacturing in an AM industry. The paper presents a review of the concept of lean manufacturing principles and how it is revolutionizing the AM industry. This paper investigates the concept of digital lean manufacturing and its future potential impact in the AM industry. Finally, this paper develops a digital lean manufacturing system or tools considered suitable for the AM industry.

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Engineering Headway (Volume 2)

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January 2024

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[1] S. Laaper, B. Kiefer, Digital Lean Manufacturing: Industry 4.0 Technologies Transform Lean Processes to Advance the Enterprise, (2020). Information on https://www2.deloitte.com/us/en/insights/focus/industry-4-0/digital-lean-manufacturing.html.

DOI: 10.1016/j.promfg.2020.04.092

Google Scholar

[2] F, Sini, G. Bruno, P. Chiabert, F. Segonds, (2020). A Lean Quality Control Approach for Additive Manufacturing. Product Lifecycle Management Enabling Smart X., (2020) Information on Springer International Publishing.

DOI: 10.1007/978-3-030-62807-9_6

Google Scholar

[3] R. Godina, L. Ribeiro, F. Matos, B.T. Ferreira, H. Carvalho, P. Pecas, Impact Assessment of Additive Manufacturing on Sustainable Business Models in Industry 4.0 Context. Sustainability,12, 7066 (2020).

DOI: 10.3390/su12177066

Google Scholar

[4] A. Haleem, M. Javaid, (2019). Additive Manufacturing Applications in Industry 4.0: A Review. Journal of Industrial Integration and Management, 4, 4 (2019) Information on.

DOI: 10.1142/S2424862219300011

Google Scholar

[5] GE-Additive, What is Additive Manufacturing? (2021) Information on https://www.ge.com/additive/additive-manufacturing.

Google Scholar

[6] M. Jimenez, L. Romero, I.A. Dominguez, M.D.M. Espinosa, M. Dominguez, Additive Manufacturing Technologies: An Overview About 3D Printing Methods and Future Prospects. Hindawi Complexity, (2019). Information on.

DOI: 10.1155/2019/9656938

Google Scholar

[7] T. Wohlers, Wohlers Associates Report 2020: 3D Printing and Additive Manufacturing - Global State of the Industry, (2020a) Information on http://wohlersassociates.com/2020report.htm.

Google Scholar

[8] T. Wohlers, T. (2020b). SME Announces Insights on Additive Manufacturing for Investors by Wohlers Associates at RAPID + TCT 2020. (2020b) Information on https://wohlersassociates.com/press81.html.

Google Scholar

[9] C. Goldsberry, Wohlers Publishes 25th Annual Edition of 3D-Printing 'Bible'. (2020) Information on https://www.designnews.com/3dp/wohlers-publishes-25th-annual-edition-3d-printing-bible.

Google Scholar

[10] S. Erickson, How 3D Printing is Revolutionizing Lean Manufacturing. (2021) Information on https://www.reliableplant.com/Read/29948/printing-lean-manufacturing.

Google Scholar

[11] Markforged, What Role Does 3D Prinitng Play in Lean Manufacturing?, (2021) Information on https://markforged.com/resources/blog/what-role-does-3d-printing-play-in-lean-manufacturing.

Google Scholar

[12] N. Zakuan, M.Z. Mat Saman, Lean Manufacturing Concept: The Main Factor in Improving Manufacturing Performance – A Case Study. International Journal of Manufacturing Technology and Management, 17, 4, (2009) 353 - 363.

DOI: 10.1504/ijmtm.2009.023961

Google Scholar

[13] F. Sini, Lean Management in Additive Manufacturing: A Methodological Proposal for Quality Control. [Polytechnic of Turin: Master Dissertation], (2020). Information on https://webthesis.biblio.polito.it/14001/1/tesi.pdf.

Google Scholar

[14] P. Burggräf, M. Dannapfel, H. Voet, P. Boek, J. Uelpenich, J. Hoppe, Digital Transformation of Lean Production: Systematic Approach for the Determination of Digitally Pervasive Value Chains. World Academy of Science, Engineering and Technology, International Journal of Social, Behavioral, Educational, Economic, Business and Industrial Engineering, 11, ((2017), 2476-2485.

Google Scholar

[15] M.O Alabi, Measuring the Prevailing Lean Culture at a South African Aviation Organisation. North-West University. [Potchefstroom: NWU: Dissertaation], (2016). Information on http://hdl.handle.net/10394/18976.

Google Scholar

[16] D. Kolich, L.R. Storch, N. Fafandjel, Additive Manufacturing in Compliance with Lean Shipbuilding. (2016). Information on https://bib.irb.hr/datoteka/807232.Kolich_ASNE_Day_2016.pdf.

Google Scholar

[17] B. Schreiber, W. Romanus, Y. Lee, E. Beken, Digital Lean Management. (2017). Information on https://www.adlittle.com/sites/default/files/viewpoints/adl_digital_lean_management_0.pdf

Google Scholar

[18] M. Schwarz, W. J. Lee, Amplify Lean performance gains with digital Lean management. (2020). Information on https://insource.solutions/wp-content/uploads/2020/12/Whitepaper-AVEVA-DigitalLean-05-20.pdf.

Google Scholar

[19] J.A. Garza-Reyes, The Future of Manufacturing: Lean 4.0. (2020). Information on https://www.thefuturefactory.com/blog/47.

Google Scholar

[20] TRACC. Digital Lean: Leveraging a Proven Philosophy as the Foundation of a Digital Transformation Strategy. (2020). Information on https://traccsolution.com/blog/digital-lean/.

Google Scholar

[21] D. Romero, P. Gaiardelli, D. Powell, T. Wuest, M. Thurer, Digital Lean Cyber-Physical Production Systems: The Emergence of Digital Lean Manufacturing and The Significance of Digital Waste. (2018).

DOI: 10.1007/978-3-319-99704-9_2

Google Scholar

[22] O. Abdulhameed, A. Al-Ahmari, W. Ameen, S. H. Mian, (2019). Additive Manufacturing: Challenges, Trends, and Applications. Advances in Mechanical Engineering, 11, 2 (2019),1 - 27.

DOI: 10.1177/1687814018822880

Google Scholar

[23] T. Wohlers, What is Additive Manufacturing? Wohlers Associates, Inc. (2010). Information on https://wohlersassociates.com/additive-manufacturing.html.

Google Scholar

[24] J.O. Montes, (2017). Impacts of 3D Printing on the Development of New Business Models. In Proceedings of the 2016 IEEE European Technology and Engineering Management Summit (E-TEMS). (2017).

DOI: 10.1109/e-tems.2016.7912605

Google Scholar

[25] EWI. The Seven Processes of Additive Manufacturing. (2021). Information on https://ewi.org/capabilities/additive-manufacturing/the-seven-processes-of-additive-manufacturing/.

DOI: 10.1007/978-3-030-45089-2_12

Google Scholar

[26] Report&data, Additive Manufacturing Market to Reach USD 26.68 Billion By 2027. (2019). Information on https://www.reportsanddata.com/press-release/global-additive-manufacturing-market.

Google Scholar

[27] L.A. Verhoef, B. W. Budde, C. Chockalingam, B. G. Nodar, A. J. M. Van Wikk, The effect of Additive Manufacturing on Global Energy Demand: An Assessment using a Bottom-up Approach. Energy Policy, Vol. 112. (2018), 49 - 360. Information on.

DOI: 10.1016/j.enpol.2017.10.034

Google Scholar

[28] P. Rider, Z.P. Kačarević, S. Alkildan, S. Retnasingh, M. Barbec, Bioprinting of Tissue Engineering Scaffolds. Journal of Tissue Engineering, Vol. 9. ((2018)).

DOI: 10.1177/2041731418802090

Google Scholar

[29] J.P. Womack, D. T. Jones, D> Roos, The Machine that Changed the World. New York: Simon & Schuster Inc. (1990).

Google Scholar

[30] C. H. Ping, N. Zakuan, S.Z. Omain, Z. Sulaiman, M. Z. M. Saman, M. S. M. Ariff, Development of Supply Chain Management Practices and Competitive Advantages in Manufacturing Industries: A Review. Applied Mechanics and Materials, Vol. 606, (2014): 87-291.

DOI: 10.4028/www.scientific.net/amm.606.287

Google Scholar

[31] J.P. Womack, D.T. Jones, Lean Thinking: Banish Waste and Create Wealth in Your Corporation. 2nd Ed. New York: Free Press. (2003).

DOI: 10.1038/sj.jors.2600967

Google Scholar

[32] Strategosinc, A History of Lean Manufacturing. (2016). Information on http://www.strategosinc.com/just_in_time.htm.

Google Scholar

[33] M.N. Alnajem, H. N. Dhakal, N. Bennett, The Role of Culture and Leadership in Lean Transformation: A Review and Assessment Model. International Journal of Lean Thinking, 3, 1 (2012), 199 – 138.

Google Scholar

[34] D. Daniel, Kaizen (continuous improvement). (3030). Information on https://searcherp.techtarget.com/definition/kaizen-or-continuous-improvement.

Google Scholar

[35] O. Awaritoma, Performance Management in Lean Production - A Case Study. Linnaeus University. [LU: Master Dissertation]. (2010). Information on https://www.diva-portal.org/smash/get/diva2:357555/FULLTEXT01.pdf.

Google Scholar

[36] M.A. Ramadan, Exploring the Impact Lean Performance Management (LPM) Towards Superior Sustainable Value Based (SSVB) Organization as a Competitive Intelligence. International Journal of Scientific and Research Publications, 5, 6 (2015).

Google Scholar

[37] A. Legut, What are the Lean Manufacturing Principles? (2021). Information on https://www.flexqube.com/news/what-are-the-lean-manufacturing-principles/.

Google Scholar

[38] Y. Thangarajoo, A. Smith, Lean Thinking: An Overview. Journal of Industrial Engineering and Management, 04,02 (2015): 1-5.

DOI: 10.4172/2169-0316.1000159

Google Scholar

[39] A. Wiberg, J. Persson, Olvander, Design for Additive Manufacturing – A Review of Available Design Methods and Software. Rapid Prototyping Journal, 25, 6 (2019), 1080–1094.

DOI: 10.1108/rpj-10-2018-0262

Google Scholar

[40] M. Torosian, What is Design for Additive Manufacturing? (2021). Information on https://www.jabil.com/blog/design-for-additive-manufacturing.html#. Kohut

Google Scholar

[41] W. J. Hopp, M. L. Spearman,. To Pull or Not to Pull: What Is the Question?. Manufacturing & Service Operations Management, 6, 2 (2004), 133-148. Information on.

DOI: 10.1287/msom.1030.0028

Google Scholar

[42] S. Vaidya, P. Ambad, S. Bhosle, S. Industry 4.0 – A Glimpse. Procedia Manufacturing 20, (2018) 233–238.

DOI: 10.1016/j.promfg.2018.02.034

Google Scholar

[43] R. Curran, R. Collins, G. Poots, T. Edgar, C. Higgins, J. Butterfield, Digital Lean Manufacture (DLM): A New Management Methodology for Production Operations Integration. In: Curran R., Chou SY., Trappey A. (eds). (2008). Information on.

DOI: 10.1007/978-1-84800-972-1_52

Google Scholar

[44] S. Schumacher, A. Bildstein, T. Bauernhansl, (2020). The Impact of the Digital Transformation on Lean Production Systems. Procedia CIRP. 93 (2020), 783-788. DOI: 10.1016/j.procir. 2020.03.066.

DOI: 10.1016/j.procir.2020.03.066

Google Scholar

[45] A. Kusiak, A. Smart Manufacturing must Embrace Big Data. Nature, 544, 7648 (2017), 23-25. DOI: 10.1038/544023a. PMID: 28383012.

DOI: 10.1038/544023a

Google Scholar

[46] T. Wuest, D. Weimer, K-D. Thoben, K-D. (2016) Machine Learning in Manufacturing: Advantages, Challenges, and Applications, Production & Manufacturing Research,4,1,(2016), 23-45.

DOI: 10.1080/21693277.2016.1192517

Google Scholar

[47] Bain & Company, Digital Lean: A Guide to Manufacturing Excellence. (2019). Information on https://www.bain.com/contentassets/2eccaae4e842409789ba966421ebee9e/digital-lean-playbook_v5_final.pdf.

Google Scholar

[48] Reverscore. Digital Kaizen and Why It Works. (2021). https://reverscore.com/learn-kaizen/kaizen-advanced-topics/digital-kaizen/.

DOI: 10.1007/978-3-642-54991-5_2

Google Scholar

[49] AG. Staufen, German Industry 4.0 Index 2015 Industry 4.0 and Lean A study. (2016) https://docplayer.org/3439651-Deutscher-industrie-4-0-index-2015.html.

Google Scholar

[50] D. Küpper, A. Heidemann, J. Ströhle, D. Spindelndreier, C. Knizek, When Lean Meets Industry 4.0: The Next Level of Operational Excellence. (2017) Information on https://image-src.bcg.com/Images/BCG-When-Lean-Meets-Industry-4.0-Dec-2017_tcm104-179091.pdf.

Google Scholar

[51] Picomto, What is Lean Digital and how to integrate it? (2021). Information on https://www.picomto.com/en/what-is-lean-digital-and-how-to-integrate-it/.

Google Scholar

[52] Purdue-Uni, Lean Tools and Principles and Their Applications. (2020). https://www.purdue.edu/leansixsigmaonline/blog/lean-tools/.

Google Scholar

[53] NSF.(National Science Foundation), Cyber-Physical Systems: Enabling a Smart and Connected World. (2021). Information on https://www.nsf.gov/news/special_reports/cyber-physical/.

Google Scholar

[54] M.O. Alabi, K. Nixon, I. Botef, A Survey on Recent Applications of Machine Learning with Big Data in Additive Manufacturing Industry. American Journal of Engineering and Applied Sciences, 11,3 (2018), 1114 - 1124.

DOI: 10.3844/ajeassp.2018.1114.1124

Google Scholar

[55] K. Mathews, How Big Data is Being Used to Reduce Waste. (2021). Information on https://www.earthava.com/big-data-reduce-waste/.

Google Scholar

[56] D. Hamilton, Industrial IoT all Set to Turbocharge Lean Manufacturing. (2017). Information on https://readwrite.com/2017/03/24/industrial-iot-set-turbocharge-lean-manufacturing/.

Google Scholar

[57] G. D. Goh, S. L. Sing, W. Y. Yeong, A review on machine learning in 3D printing: applications, potential, and challenges. Artificial Intelligence Review, Vol. 54(2021), 63 - 94.

DOI: 10.1007/s10462-020-09876-9

Google Scholar

[58] R. Bharadwaj, Artificial Intelligence Applications in Additive Manufacturing (3D Printing). (2019). Information on https://emerj.com/ai-sector-overviews/artificial-intelligence-applications-additive-manufacturing-3d-printing/.

DOI: 10.1089/3dp.2023.0189

Google Scholar

[59] Industry-Update, Sensor Applications in Advancing Additive Manufacturing. Industry Update Manufacturing Magazine. (2019). Information on https://www.industryupdate.com.au/article/sensor-applications-advancing- additive-manufacturing#.

Google Scholar

[60] T. Kalsoom, N. Ramzan, S. Ahmed, M. Ur-Rehman, (2020). Advances in Sensor Technologies in the Era of Smart Factory and Industry 4.0, Sensors. 20, 6783 (2020), 1-22.

DOI: 10.3390/s20236783

Google Scholar

[61] AMFG, 10 Companies Offering Cutting-Edge 3D Printing Simulation Software. (2018). Information on https://amfg.ai/2018/09/20/10-companies-offering-cutting-edge-simulation-3d-printing-software/.

Google Scholar

[62] D. K. Sahini, J. Ghose, S. K. Jha, A. Behera, Mandal, Chapter 10 Optimization and Simulation of Additive Manufacturing Processes: Challenges and Opportunities - A Review. In book: Additive Manufacturing Applications for Metals and Composites. (2019).

DOI: 10.4018/978-1-7998-4054-1.ch010

Google Scholar

[63] A. Bellisario, A. Pavlov, Performance Management Practices in Lean Manufacturing Organizations: A Systematic Review of Research Evidence. Production Planning & Control, 29, 5, (2019), 367-385.

DOI: 10.1080/09537287.2018.1432909

Google Scholar

[64] T. Wohlers, Wohlers Report 2014: Additive Manufacturing and 3D Printing State of the Industry, Annual Worldwide Progress Report. Fort Collins, United States. (2014).

Google Scholar

[65] Statista, 3D printing market size worldwide from 2013 to 2021(in billion U.S. dollars). (2021). Information on https://www.statista.com/statistics/796237/worldwide-forecast-growth-3d-printing-market/.

Google Scholar

[66] B. Torres, B. Naghshineh, G. Cardeal, D. Filipe, H. Carvalho, P. Peças, I. Ribeiro, The Impacts of Additive Manufacturing Technology on Lean/Green Supply Chain Management Practices. In: Rossi M., Rossini M., Terzi S. (eds) Proceedings of the 6th European Lean Educator Conference. ELEC 2019. Lecture Notes in Networks and Systems, 122 (2020). Springer, Cham.

DOI: 10.1007/978-3-030-41429-0_16

Google Scholar

[67] J. F. Krafcik, Triumph of the Lean Production System. Sloan Management Review, Vol. 30 (1988), 41-52.

Google Scholar