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Deogratias Kibira (Assoc)

Publications

DATA REQUIREMENTS FOR A DIGITAL TWIN OF A CNC MACHINE TOOL

January 29, 2026

Author(s)

Deogratias Kibira, Guodong Shao

Digital twins enable the intelligent operation of computer numerical control (CNC) machine tools from which a wide range of data can be collected using sensors

Digital Twin Lab: Supporting Research and Development, and Standards and Implementations

August 29, 2025

Author(s)

Rishabh Venketesh, Deogratias Kibira, Guodong Shao, Matthew Triebe

Digitization in manufacturing is a concept that, while having existed for some time, can now be realized because of advancements in IIoT (Industrial Internet of

Building a Digital Twin of a CNC Machine Tool

December 18, 2024

Author(s)

Deogratias Kibira, Guodong Shao, Rishabh Venketesh, Matthew Triebe

Developing digital twins for manufacturing applications is challenging due to insufficient modeling frameworks and standardized procedures. As a result, the

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Created October 9, 2019, Updated December 9, 2022

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