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.
License
Other
Proprietary license
Main Characteristic
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 areas
Integrative AI
Technical Categories
Planning and scheduling
Business Categories
Manufacturing
Last updated
02.08.2022 - 21:45
Trustworthy AI
N/A
GDPR Requirements
N/A