DocumentCode
2350589
Title
Data component based management of reservoir simulation models
Author
Zhang, Cong ; Bakshi, Amol ; Prasanna, Viktor K.
Author_Institution
Ming Hsieh Department of Electrical Engineering, University of Southern California, Los Angeles, USA
fYear
2008
fDate
13-15 July 2008
Firstpage
386
Lastpage
392
Abstract
The management of reservoir simulation models has been an important need of engineers in petroleum industry. However, due to data sharing among reservoir simulation models, data replication is common and poses many challenges to model management, including management efficiency and data consistency. In this paper, we propose a data component based methodology to manage reservoir simulation models. It not only improves management efficiency by removing data replicas, but also facilitates information reuse among multiple models. We first identify the underlying structure of the simulation models and decompose them into three types of components: reservoir realization, design, and simulator configuration. Our methodology then identifies the duplicate components and guarantees that each component has one physical copy in the data repository. By separating the logical connections between the models and the components from the physical data files, our methodology provides a clean and efficient way to manage data sharing relationships among the models.
Keywords
Computational modeling; Computer simulation; Data engineering; Data flow computing; Data models; Engineering management; Hydrocarbon reservoirs; Petroleum industry; Predictive models; Production;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Reuse and Integration, 2008. IRI 2008. IEEE International Conference on
Conference_Location
Las Vegas, NV, USA
Print_ISBN
978-1-4244-2659-1
Electronic_ISBN
978-1-4244-2660-7
Type
conf
DOI
10.1109/IRI.2008.4583062
Filename
4583062
Link To Document