Abstract: Systems and methods for controlling a material extrusion device to extrude a filament of an ink are provided. An extrusion printing control system collects from one or more sensors measurements representing an internal state of material extrusion processing during extrusion of the filament. In addition, the system collects an image of the filament as the filament is extruded. The system applies a classifier to the collected image to generate an image-derived state characterizing the filament. Based on the internal state and the image-derived state, the system estimates a derived state using a model. The system determines control parameters using the model to achieve a desired quality of the filament by minimizing a cost function based on the internal state, the image-derived state, the derived state, and constraints of the material extrusion device. Finally, the system provides the control parameters to a controller of the material extrusion device.

Abstract: A packaging assembly for holding contents is provided. The packaging assembly includes a self-supporting liner having a wall that encloses sides and bottom of an interior of the liner and defines an open top end of the liner, and a rim that projects outwardly from the wall proximal to the open top end. The packaging assembly also includes a lidding assembly including a cover region and a destructible seal region that seals the cover region to the liner extending over and closing the liner open top. The destructible cover region is weaker than the liner and the cover region so that detachment of the cover region from the liner causes the destructible seal region to fail. The lidding assembly includes a first lidding material having a center portion and an outer portion that surrounds the center portion.

Abstract: A packaging assembly for holding contents is provided. The packaging assembly includes a self-supporting liner having a wall that encloses sides and bottom of an interior of the liner and defines an open top end of the liner, and a rim that projects outwardly from the wall proximal to the open top end. The packaging assembly also includes a lidding assembly including a cover region and a destructible seal region that seals the cover region to the liner extending over and closing the liner open top. The destructible cover region is weaker than the liner and the cover region so that detachment of the cover region from the liner causes the destructible seal region to fail. The lidding assembly includes a first lidding material having a center portion and an outer portion that surrounds the center portion.

Abstract: A packaging assembly for holding contents is provided. The packaging assembly includes a self-supporting liner having a wall that encloses sides and bottom of an interior of the liner and defines an open top end of the liner, and a rim that projects outwardly from the wall proximal to the open top end. The packaging assembly also includes a lidding assembly including a cover region and a destructible seal region that seals the cover region to the liner extending over and closing the liner open top. The destructible cover region is weaker than the liner and the cover region so that detachment of the cover region from the liner causes the destructible seal region to fail. The lidding assembly includes a first lidding material having a center portion and an outer portion that surrounds the center portion.