Title :
Mapping and Modeling of Oil and Gas Relational Data Objects for Warehouse Development and Efficient Data Mining
Author :
Nimmagadda, Shastri L. ; Dreher, Heinz
Author_Institution :
Project & Pet. Eng. Co., Kuwait City
Abstract :
Oil and gas industries archive volumes of heterogeneous data. These companies, by virtue of their diverse operations, comprise of complicated organizational structure. The nature of organizational set-up with several operational units, often results with communication barriers among operational units. In order to effectively and efficiently perform oil and gas company´s business activities, the flow of data and information must be consistent and sharing among its units. In order to improve information sharing among oil and gas company´s personnel, heterogeneous data from various sources are integrated. Data warehouse is a solution, in which, oil and gas data entities, identified as class objects, are used for multidimensional modeling. Relational data structures constructed using these class objects, are stored in a warehousing environment to minimize the complexity of heterogeneous data and enhances power of data integration and information sharing among different operational units.
Keywords :
data mining; data warehouses; manufacturing data processing; object-oriented programming; petroleum industry; relational databases; class objects; data warehouse; efficient data mining; heterogeneous data; information sharing; multidimensional modeling; oil and gas data entities; oil and gas industries; oil and gas relational data objects; organizational structure; relational data structures; warehouse development; warehousing environment; Data mining; Data models; Data structures; Data warehouses; Gas industry; Industrial relations; Multidimensional systems; Petroleum; Relational databases; Warehousing;
Conference_Titel :
Industrial Informatics, 2006 IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
0-7803-9700-2
Electronic_ISBN :
0-7803-9701-0
DOI :
10.1109/INDIN.2006.275809