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Repetitive Process Control of Additive Manufacturing with Application to Laser Metal Deposition

Research output: Contribution to journalArticlepeer-review

Abstract

Additive manufacturing (AM) is a set of manufacturing processes that have promise in the production of complex, functional structures that cannot be fabricated with conventional manufacturing, and in the repair of high-value parts. However, a significant challenge to the adoption of AM processes to these applications is proper process control. Because AM processes exhibit dynamics in two dimensions--within a layer and from one layer to the next--unconventional tools are needed to enable the necessary process control. Here, stability analysis and control design are presented for the laser metal deposition (LMD) process, based on a previously developed 2-D modeling framework. Linear repetitive process results are extended in order to analyze the stability of this class of systems. A layer-to-layer process controller is developed using a spatial dynamic model of the process and layer-domain closed-loop poles. The stability analysis and control methodology are applied to the LMD process, which is known to exhibit layer-to-layer instability in both open-loop and in-process control depositions. Walls are experimentally fabricated using constant process parameters and the proposed control methodology. The results demonstrate that the proposed control methodology is able to track the reference height and remove the unstable ripple dynamic that naturally occurred in the open-loop deposition.

Original languageAmerican English
Article number8301604
Pages (from-to)566-575
Number of pages10
JournalIEEE Transactions on Control Systems Technology
Volume27
Issue number2
DOIs
StatePublished - Mar 1 2019

Keywords

  • 3D printers
  • Asymptotic stability
  • Deposition
  • Engineering education
  • Iterative methods
  • Manufacture
  • Metal analysis
  • Metals
  • Stability
  • System stability
  • Control design
  • Iterative learning control
  • Laser stability
  • Layer controls
  • Multidimensional systems
  • Repetitive process
  • Stability analysis
  • Process control
  • Additive manufacturing (AM)
  • Layer-to-layer control
  • Repetitive process control (RPC)
  • Three-dimensional printing

Disciplines

  • Mechanical Engineering

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