AI REGIO Reinforcement Learning for Assembly Line Balancing Enhancement
Application of a Neural Network trained with Reinforcement Learning method aimed to assign production resources to tasks in a production schedule during its execution.
Re-balance of a manufacturing line so as to minimize the number of production resources and workstations to use while keeping a constant cycle time.
Dynamic assignment of manufacturing tasks to production resources during the execution of a production schedule.
Research areasIntegrative AI
Technical CategoriesPlanning and scheduling
02.08.2022 - 21:45