A method of detecting defects in a composite layup includes capturing, using an infrared camera, reference images of a reference layup being laid up by a reference layup head. The method also includes manually reviewing the reference images for defects, and generating reference defect masks indicating defects in the reference images. The method further includes training, using the reference images and reference defect masks, a neural network, creating a machine learning model that, given a production image as input, outputs a production defect mask indicating the defect location and the defect type of each defect. The method also includes capturing, using an infrared camera, production images of a production layup being laid up by the production layup head, and applying the model to the production images to automatically generate a production defect masks indicating each defect in the production images.

A substrate bonding apparatus for bonding a first substrate to a second substrate includes a first bonding chuck supporting the first substrate, a second bonding chuck disposed above the first bonding chuck and supporting the second substrate, a resonant frequency detector detecting a resonant frequency of a bonded structure with the first substrate and the second substrate which are at least partially bonded to each other, and a controller controlling a distance between the first bonding chuck and the second bonding chuck according to the detected resonant frequency of the bonded structure.

The disclosure relates to systems and methods for pressing a door assembly involving a scanning system operable to survey an outer surface of a door skin and identify a location of one or more recessed panel portions on the door skin, and a press operable to selectably actuate a group of actuators based on the identified location of the recessed panel portions, where the actuators drive press members onto the one or more recessed panel portions of the door skin during a pressing operation to facilitate crushing of portions of a core of the door assembly that underlie the recessed panel portion of the door skin.

A method is provided for manufacturing flooring planks including a plastic base and an image plastic layer. The method includes a feeding step of feeding a layered raw material of a long decorative material to be rolled into oppositely rolling rollers; and a rolling step of hot rolling an embossing on the transparent plastic layer. A feeding tension of a printed plastic layer is adjusted according to a longitudinal deviation between the embossing and the pattern in the rolling step. The device includes a first feeding device, a second feeding device, the oppositely rolling rollers, a detecting device, and a tension controller disposed on the second feeding device. According to the long decorative material with the embossing in register with the pattern manufactured by the method, the embossing hot-rolled on the transparent plastic layer is in register with the pattern on the printed plastic layer.

A unit plate position fixation method and device and a lamination machine are provided. The unit plate position fixation method includes: obtaining peripheral position information of unit plates located between two layers of separators; controlling a hot-pressing device according to the peripheral position information to perform hot pressing on the two layers of separators, so that the two layers of separators are adhered at peripheral positions of the unit plates.

A method of manufacturing at least a part of a footwear in an automatic manufacturing line includes providing a footwear part in the form of a leather base layer, providing a footwear part in the form of a leather attachment layer, automatically stacking the leather base layer and the leather attachment layer against each other with an intermediate application of adhesive between them, automatically activating the adhesive, automatically forcing the leather base layer and the leather attachment layer against each other under a pressure with the adhesive between them, curing the adhesive and thereby bonding the leather base layer and the leather attachment layer to each other thereby providing at least a part of a footwear upper.

A lamination device that laminates a plurality of types of workpieces includes a plurality of supply mechanisms that supply a workpiece to each of a plurality of supply positions, a movement mechanism including a stator of a linear motor having a predetermined traveling track and a mover of a linear motor that is movable between a plurality of the supply positions along a traveling track, and a control unit that controls at least the mover. The mover includes a lamination stage for laminating the workpiece. The control unit corrects a relative position of the workpiece supplied to the supply positions with respect to the lamination stage, laminates the workpiece whose relative position is corrected on the lamination stage, and controls the mover so as to move to a next one of the supply positions after lamination of the workpiece.

A sticking device includes: a transfer roller that transfers a sticking film piece to a circumferential surface, and sticks the sticking film piece to a member to be stuck; a moving unit that moves the transfer roller; and a sticking film adjusting unit that adjusts a position and a posture of the sticking film piece on the circumferential surface of the transfer roller at a position away from both a transfer region A1 and a sticking region A2. The sticking film piece adjusting unit includes: a rotation angle adjusting unit that adjusts a sticking start position of the sticking film piece; a width direction adjusting unit that adjusts a position of the sticking film piece; and an inclination adjusting unit that adjusts an angle of the transfer roller.

An apparatus and method for leveling a bonding device and anvil in an assembly via a closed-loop control system is provided. The assembly includes an anvil, a bonding device positioned adjacent the anvil and configured to interact with the anvil to form the bonds on the web, and an actuator that enables adjustment of an orientation between the bonding device and the anvil. The assembly also includes a closed-loop control system configured to control operation of the actuator, with the closed-loop control system configured to monitor an operational parameter of the assembly indicative of interaction of the bonding device with the anvil, determine whether the bonding device is parallel or substantially parallel with the anvil based on the operational parameter, and when the bonding device is not parallel or substantially parallel with the anvil, cause the actuator to adjust the orientation between the bonding device and the anvil.

The invention relates to a device for depositing veneers on a carrier board. In order to create a device and a method by which veneers can be applied to a carrier board particularly easily, quickly and precisely, provided in the region of an upper end of a transporting device is a veneer magazine, with at least two compartments which are designed to store and supply veneer strips, and with means for transferring the veneer strips from the compartments to the transporting device, wherein the transporting device extends from an upper end obliquely downwards in the direction of a lower end in the region of a transporting plane for the carrier board and is designed to transport at least two individual adjacent veneer strips from the upper end to the lower end and to deposit them on the carrier board.