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Engineering Group: Manufacturing Optimization with AI Minimizes Factory Flow Bottlenecks

Engineering Group: Manufacturing Optimization with AI Minimizes Factory Flow Bottlenecks

Oct 30, 2020 | Customer Success

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....
Engineering Group: Using AI to Maximize Factory Output with Better Order Sequencing

Engineering Group: Using AI to Maximize Factory Output with Better Order Sequencing

Oct 29, 2020 | Customer Success

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...
Princeton Consultants: Using AI to Maximize Efficiency of Machine Scheduling

Princeton Consultants: Using AI to Maximize Efficiency of Machine Scheduling

Oct 13, 2020 | Customer Success

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...
Warehouse Optimization Project Uses AI and Simulation to Adjust Crane Behavior

Warehouse Optimization Project Uses AI and Simulation to Adjust Crane Behavior

Oct 9, 2020 | Customer Success

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...
Mining Logistics Optimization with AI Re-routes Haul Trucks and Increases Ore Production

Mining Logistics Optimization with AI Re-routes Haul Trucks and Increases Ore Production

Sep 23, 2020 | Customer Success

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...
Metals Processor to Save 10% on Electricity Spend with AI-Based Energy Optimization

Metals Processor to Save 10% on Electricity Spend with AI-Based Energy Optimization

Sep 23, 2020 | Customer Success

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...
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