On DSS Implementation in the Dynamic Model of the Digital Oil field

International Conference on Mechanical Engineering and Applied Composite Materials

机械制造;材料科学

Korovin, Iakov S.^1 ; Khisamutdinov, Maksim V.^1 ; Kalyaev, Anatoly I.^1

Southern FederalUniversity, Scientific Research Institute of Multiprocessor Computer Systems, Chekhov Street, 2, Taganrog

347928, Russia^1

关键词: Decision support system (dss);    Different domains;    Digital oil field;    Evolutional algorithm;    Hybrid applications;    Production process;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/307/1/012052/pdf
DOI  :  10.1088/1757-899X/307/1/012052

学科分类：材料科学（综合）

来源: IOP

【 摘 要 】

Decision support systems (DSS), especially based on the artificial intelligence (AI) techniques are been widely applied in different domains nowadays. In the paper we depict an approach of implementing DSS in to Digital Oil Field (DOF) dynamic model structure in order to reduce the human factor influence, considering the automation of all production processes to be the DOF model clue element. As the basic tool of data handling we propose the hybrid application on artificial neural networks and evolutional algorithms.