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RISAdaptive Mobile Robot Scheduling in Multiproduct Flexible Manufacturing Systems Using Reinforcement Learning
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The integration of mobile robots in material handling in flexible manufacturing systems (FMS) is made possible by the recent advancements in Industry 4.0 and industrial artificial intelligence. However, effectively scheduling ...
Integrated Energy Optimization in Manufacturing Through Multiagent Deep Reinforcement Learning: Holistic Control of Manufacturing, Microgrid Systems, and Battery Storage
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Microgrid technology integrates storage devices, renewable energy sources, and controllable loads and has been widely explored in residential, commercial, and critical facilities. However, its potential in manufacturing ...