A METHOD FOR DETECTING NOZZLE FAILURES IN AN INKJET PRINT HEAD

A method for detecting an operating state of an ejection unit during the printing of an object of a print job the method comprising determining whether the ejection unit is in an operative state or in a malfunctioning state by analyzing a residual pressure wave generated in the liquid in a duct of the ejection unit by an actuation pulse. Further, the method comprises scanning the location of a recording medium onto which liquid has been ejected in order to perform an additional determination of whether the ejection unit is in an operative state or in a malfunctioning state. The method uses both determinations to build feedback information in the form of labeled data that is used in subsequent executions to improve the result of the determinations performed by analyzing a residual pressure wave generated in the liquid. Other aspects of the present invention relate to a droplet ejection device comprising a plurality of ejection units, as well as a printing system comprising the droplet ejection device, and a software product comprising program code on a machine-readable non transitory medium for executing the method in the printing system.