Gentex Corporation

Millerknoll, Inc.

Alex K Cammenga

David J Cammenga

Kevin L Ash

Bradley L Busscher

Andrew D Weller

Mark D Bugno

David I Driscoll

Patrick Harrington

Methods and systems for training a multivariate model predicting utilization of a space. One method includes receiving, over a period of time, signals from each of a plurality of mobile devices located in the space and generating, based on the signals received from each of the plurality of mobile devices, a plurality of location data points for each of the plurality of mobile devices, each of the plurality of location data points for a mobile device including a timestamp and a position within the space of the mobile device. The method also includes accessing metadata of the space, and using, with an electronic processor, the plurality location data points for each of the plurality of mobile devices and the metadata of the space to train machine learning engine. In addition, the method includes predicting a utilization of the space using the machine learning engine.

Space utilization measurement and modeling using artificial intelligence

An autodimming window assembly for a vehicle such as an aircraft includes a UI devoid of movable elements and integrated with a dust cover of the window assembly. A dust cover optionally includes a lightguide configured to deliver light from a light source associated with the assembly and indicia representing an operational characteristic of the UI and articulated to the dust cover.

Switchable variable transmittance window assembly

Growing community of inventors

Hudsonville, MI, United States of America

Alex K Cammenga