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- W1747551557 abstract "The oil and gas (OG) industry has a variety of characteristics that make it suitable for application of evolving intelligent systems (EISs). An oil refinery usually produces a very high number of products, which ranges from light hydrocarbons to heavy fuels. The balance between specifications and product components gives the degrees of freedom and emphasizes the need for online monitoring of the quality of the products. In this chapter, an overall analysis and overview of all the opportunities is given and a more detailed study of the special case of the evolving intelligent sensors (eSensor) for oil refining product-quality monitoring is presented. The approach for online input selection has also been demonstrated to provide an automatic selection of a small subset of important input variables. The proposed eSensor is just one possible implementation of EIS techniques to the OG industry, which provides an automatic, low-maintenance, high-performance technical solution. Controlled Vocabulary Terms intelligent manufacturing systems; intelligent sensors; oil refining" @default.
- W1747551557 created "2016-06-24" @default.
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- W1747551557 date "2010-03-03" @default.
- W1747551557 modified "2023-10-01" @default.
- W1747551557 title "Applications of Evolving Intelligent Systems to Oil and Gas Industry" @default.
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- W1747551557 doi "https://doi.org/10.1002/9780470569962.ch17" @default.
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