Abstract: Systems and processes for iteratively training a training module are described herein. In various embodiments, the process includes: (1) retrieving bulk data comprising a plurality of raw position data elements from a plurality of data sources, (2) transforming the raw position data elements according to preconfigured classification guidelines to generate standardized position data element groups; (3) training a raw training module by iteratively processing each of the standardized position data element groups through a raw training module to generate respective output renumeration values; (4) updating one or more emphasis guidelines based on a comparison of the respective output renumeration values; (5) processing an input position data element set with a trained training module to generate a display renumeration value; and (6) modifying a display based on the display renumeration value.

Abstract: An aircraft door latch apparatus includes a stowage bin assembly having a door that is rotatably moveable between open and closed positions, and a frame structure. The aircraft apparatus includes a latch apparatus that is configured to couple and uncouple the door to the frame structure, the latch apparatus includes a floating strike assembly that pivotably adjusts to a deflection of the stowage bin assembly. Related methods are also provided.