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

Volume

2

fYear

2008

fDate

6-8 Sept. 2008

Firstpage

42733

Lastpage

12024

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/IS.2008.4670516

Filename

4670516