Data Analytics Enabled Smart Manufacturing Business Model Transformation – A Product-Service Systems Perspective

  • Thorsten WuestEmail author
Part of the Springer Optimization and Its Applications book series (SOIA, volume 152)


Smart manufacturing is developed mostly in technology-driven engineering fields. Data analytics transforms many data-driven and digital industries. This chapter studies the role of data analytics in smart manufacturing business model transformation based on product-service systems perspective.


Smart manufacturing Industry 4.0 Product-service systems  Business model Data analytics 


  1. 1.
    Bock, M., Wiener, M., Gronau, R., Martin, A.: Industry 4.0 enabling smart air: digital transformation at KAESER COMPRESSORS. In: Digitalization Cases, pp. 101–117. Springer, Cham (2019)CrossRefGoogle Scholar

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  1. 1.Industrial and Management Systems EngineeringWest Virginia UniversityMorgantownUSA

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