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Forecast of Crude Oil Production Output in An Oil Field in the Niger Delta Region of Nigeria
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نویسنده
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ifowodo henry f. ,chinwuko emmanuel c. ,mgbemena chinedum o.
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منبع
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international journal of industrial engineering and production research - 2020 - دوره : 31 - شماره : 1 - صفحه:161 -170
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چکیده
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Crude oil production output forecast is fundamental in the formulation of valid and suitable production policies; it is pivotal in planning and decision-making. this paper explores the use of forecasting techniques to assist the oil field manager in decision-making. in this analysis, statistical models of projected trends that involve graphical, least squares, simple moving average, and exponential smoothing methods were compared. the least-squares method was found to be most suitable to capture the recent random nature of crude oil production output in the oilfield of the niger delta region of nigeria. moreover, a multiple linear regression model was developed for predicting daily, weekly, monthly, or even yearly volumes of crude oil production output in the oilfield facility
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کلیدواژه
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Crude oil; Forecasts; Niger delta; Oilfield; Prediction error; Production output
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آدرس
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nnamdi azikiwe university, department of industrial/production engineering, Nigeria, nnamdi azikiwe university, department of industrial/production engineering, Nigeria, federal university of petroleum resources, department of mechanical engineering, Nigeria
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پست الکترونیکی
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mgbemena.ogonna@fupre.edu.ng
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Authors
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