Summary Engineering Group, a global engineering firm and technology consultancy with a strong practice in simulation, worked with Pathmind to apply reinforcement learning to intelligently route heavy industrial parts over a complex assembly line in a factory....
Summary Engineering Group, a global engineering firm and technology consultancy with a strong practice in simulation, worked with Pathmind to apply reinforcement learning to maximize factory output by making smarter decisions about order sequencing, reducing average...
Summary Princeton Consultants, a simulation consulting firm, serves a manufacturing client with a hard machine scheduling problem. Its optimizer had difficulty scheduling machines for new types of items that needed to be processed; it was not able to respond quickly...
Summary Eurystic, a supply chain optimization and simulation consultant, worked with Pathmind on a simplified AnyLogic model showing deep reinforcement learning could help a crane stacking packages in a warehouse and increase its throughput. Challenge A...
Summary A simulation consultancy worked with Pathmind to apply reinforcement learning to intelligently re-route haul trucks at an open-pit mining site. The mining optimization project discovered a solution that resulted in a 19% increase in ore preparation. Challenge...
Summary A global engineering firm worked with Pathmind to apply reinforcement learning to optimize energy use at a large metals processor and save 10% of what they spent on power. Challenge Some metals are produced by electrolysis, or running an electric current...
