Title :
The research and optimization of hybrid system MLD model parameters based on HYSDEL
Author :
Xuelai Sheng ; Yu-Hong Wang
Author_Institution :
Coll. of Inf. & Control Eng., China Univ. of Pet. (East China), Qingdao, China
Abstract :
The MLD model can be created by HYSDEL toolbox automatically. It provides great convenience for the MLD research. But the number of binary variables, auxiliary continuous variables and inequality constraints in the MLD model cannot satisfy our requirements. In this paper, we proposed three steps optimization to optimize the model parameters. It can effectively reduce the amount of binary variables, auxiliary continuous variables and inequality constraints in that MLD model established by HYSDEL. The proposed algorithm was illustrated in saturation characteristic function and promising results were achieved.
Keywords :
continuous systems; discrete event systems; optimisation; specification languages; CVDS; DEDS; HYSDEL; MLD model parameter optimization; continuous variable dynamic system; discrete event dynamic system; hybrid system description language; Computational modeling; Linear matrix inequalities; Manuals; Mathematical model; Optimization; Predictive models; Standards; HYSDEL; MLD; Model Optimization; Saturation Characteristic;
Conference_Titel :
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location :
Qingdao
Print_ISBN :
978-1-4799-7016-2
DOI :
10.1109/CCDC.2015.7162322