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Published at October 30

Self-optimization in distributed manufacturing systems using Modular State-based Stackelberg Games

cs.AI

cs.GT

cs.LG

Released Date: October 30, 2024

Authors: Steve Yuwono¹, Ahmar Kamal Hussain², Dorothea Schwung³, Andreas Schwung¹

Aff.: ¹Department of Automation Technology and Learning Systems, South Westphalia University of Applied Sciences, Lübeker Ring 2, Soest, 59494, Germany; ²Data and Knowledge Engineering Group, Otto von Guericke University Magdeburg, Universitätsplatz 2, Magdeburg, 39106, Germany; ³Department of Artificial Intelligence and Data Science in Automation Technology, Hochschule Düsseldorf University of Applied Sciences, Münsterstraße 156, Düsseldorf, 40476, Germany

Arxiv: http://arxiv.org/abs/2410.22912v1

No.	Actuator	Parameter	Control Range
1	Conveyor Belt A	Rotation Speed	$0(450)...1800rpm$
2	Vacuum Pump B	On-Time Duration	0…9.5sec
3	Screw Conveyor B	Rotation Speed	$0(250)...1000rpm$
4	Belt Elevator C	Rotation Speed	$0(300)...1300rpm$
5	Conveyor Belt C	Rotation Speed	$0(450)...1500rpm$
6	Vacuum Pump D	On-Time Duration	0…4.575sec
7	Screw Conveyor D	Rotation Speed	$0(250)...1300rpm$
8	Vacuum Pump E	On-Time Duration	0…9.5sec
9	Vibratory Conveyor E	Off / On	0 / 1
10	Belt Elevator F	Rotation Speed	$0(300)...1100rpm$
11	Rotary Air Lock F	Rotation Speed	$0(450)...1450rpm$
12	Bucket Elevator G	Off / On	0 / 1
13	Dome Valve G	Open / Close	0 / 1
14	Vacuum Pump H	On-Time Duration	0…9.5sec