Title :
ACD approach to optimal control of mixed culture cultivation for PHB production process — sugar’s time profile synthesis
Author :
Koprinkova-Hristova, Petia
Author_Institution :
Inst. of Control & Syst. Res., Bulgarian Acad. of Sci., Sofia
Abstract :
In the present paper a neural network approach called ldquoadaptive critic designrdquo (ACD) was applied to synthesis of sugarpsilas optimal time profile for PHB production process. The approach is called also heuristic dynamic programming (HDP) because it is attempt to approximate the dynamic programming in forward manner in order to be able to apply it further in on-line control scheme.
Keywords :
adaptive control; approximation theory; control system synthesis; dynamic programming; neurocontrollers; optimal control; process control; sugar industry; PHB production process; adaptive critic design; heuristic dynamic programming approximation; mixed culture cultivation; neural network approach; online control scheme; optimal control; poly-beta-hydroxybutyrate; process control strategy; sugar optimal time profile synthesis; Adaptive control; Adaptive systems; Control system synthesis; Dynamic programming; Microorganisms; Network synthesis; Neural networks; Optimal control; Production systems; Sugar industry; Adaptive critic design; Heuristic dynamic programming; PHB production process;
Conference_Titel :
Intelligent Systems, 2008. IS '08. 4th International IEEE Conference
Conference_Location :
Varna
Print_ISBN :
978-1-4244-1739-1
Electronic_ISBN :
978-1-4244-1740-7
DOI :
10.1109/IS.2008.4670516
