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Operations Research, Systems Engineering and Industrial Engineering Commons

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University of Tennessee, Knoxville

Theses/Dissertations

2023

Condition-based monitoring

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Full-Text Articles in Operations Research, Systems Engineering and Industrial Engineering

Monitoring Additive Manufacturing Machine Health, Jeremy Hale May 2023

Monitoring Additive Manufacturing Machine Health, Jeremy Hale

Doctoral Dissertations

Additive manufacturing (AM) allows the production of parts and goods with many benefits over more conventional manufacturing methods. AM permits more geometrically complex designs, custom and low-volume production runs, and the flexibility to produce a wide variety of parts on a single machine with reduced pre-production cost and time requirements. However, it can be difficult to determine the condition, or health, of an AM machine since complex designs can increase the variability of part quality. With fewer parts produced, destructive testing is less desirable and statistical methods of tracking part quality may be less informative. Combined with the relatively more …