Title :
Hybrid system model of production work-cells and its optimal control subject to logical constraints
Author_Institution :
Dipt. di Automatica ed Informatica, Politecnico di Torino, Italy
Abstract :
In this paper, we present a hybrid formulation for the modelling and control of automated manufacturing systems combining both discrete and continuous dynamics. We derive a hierarchical two-level production control policy based on hybrid automata models and capable of providing closed-loop behaviors which satisfy both logic-based and goal optimization specifications. Our main contribution is the integration of fluid approximations within a hybrid automata model aiming at performance optimization subject to logical constraints. By introducing the notion of macro-states and macro-events, we show that these settings can be achieved through a supervisory controller which specifies a desired macro-event trajectory set, represented by a generated language, upon which the optimization procedure is being performed.
Keywords :
automata theory; closed loop systems; constraint theory; factory automation; optimal control; optimisation; performance index; production control; automated manufacturing systems; closed-loop behaviors; continuous dynamics; discrete dynamics; fluid approximations; generated language; goal optimization specifications; hierarchical two-level production control policy; hybrid automata models; hybrid system model; logic-based specifications; logical constraints; macro-event trajectory set; macro-states; optimal control; performance optimization; production work-cells; supervisory controller; Automata; Automatic control; Automatic generation control; Fluid dynamics; Manufacturing processes; Manufacturing systems; Optimal control; Optimization; Production systems; Routing;
Conference_Titel :
Emerging Technologies and Factory Automation, 2001. Proceedings. 2001 8th IEEE International Conference on
Conference_Location :
Antibes-Juan les Pins, France
Print_ISBN :
0-7803-7241-7
DOI :
10.1109/ETFA.2001.996402