Soft Sensing-Based In Situ Control of Thermofluidic Processes in DoD Inkjet Printing

Amritam Das (Corresponding author), Martijn Princen, Mahnaz Shokrpour Roudbari, Amol Khalate, Siep Weiland

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)
104 Downloads (Pure)

Abstract

This article introduces a closed-loop control strategy for maintaining consistency of liquid temperature in commercial drop-on-demand (DoD) inkjet printing. No additional sensors or additional actuators are installed in the printhead while achieving consistency in liquid temperature. To this end, this article presents a novel in situ sensing-actuation policy at every individual liquid nozzle, where the jetting mechanism has three distinct roles. It is used for jetting liquid droplet onto the print media based on the print job. It is used as a soft sensor to estimate the real-time liquid temperature of the jetting nozzle. While not jetting liquid, it is used as a heating actuator to minimize the gradient of liquid temperature among nozzles. The soft sensing-based in situ controller is implemented in an experimentally validated digital twin that models the thermofluidic processes of the printhead. The digital twin is scalable and flexible to incorporate an arbitrary number of liquid nozzles, making the control strategy applicable for future designs of the printhead.

Original languageEnglish
Pages (from-to)956-971
Number of pages16
JournalIEEE Transactions on Control Systems Technology
Volume30
Issue number3
DOIs
Publication statusPublished - 1 May 2022

Bibliographical note

Publisher Copyright:
IEEE

Keywords

  • Digital printing
  • Digital twin
  • Ink jet printing
  • Liquids
  • optimal control
  • Printing
  • Solids
  • Temperature sensors
  • thermal analysis
  • thermal sensors.
  • US Department of Defense
  • thermal sensors

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