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- W9073071 abstract "The octane number (ON) is the key variable in catalytic reforming operations, and its accuracy reduces product give-away and increases throughput. The ON can be determined either by an on-line analyzer or estimated by various types of mathematical correlations. The on-line analyzer is accurate, but it is characterized by high installation and maintenance costs. Accurate mathematical correlations for processes characterized by high non-linearities such as the reforming process, are not easy to develop. The latest series on artificial intelligence in the petroleum industry contains a compendium of actionable discussions for which oil industry professions can add to their information technology leveraging capabilities, such as artificial neural networks (ANN) that can be used as a powerful low-cost tool for extracting relationships for variables such as ON." @default.
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- W9073071 date "1997-05-01" @default.
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- W9073071 title "Neural networks estimate gasoline octane number" @default.
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