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It is difficult to realize continuous measurement of down-hole dynamic fluid level of beam pump unit in practical oilfield production. To solve this problem, a soft senor method based on multiple LS-SVM (Least Squares Support Vector Machine) models is proposed in this paper. Many directly measurable parameters of the pumping system are selected as instrumental variables. Improved ISODATA (Iterative...
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