Title of article
FORECAST OF CRUDE OIL PRODUCTION OUTPUT IN AN OIL FIELD IN THE NIGER DELTA REGION OF NIGERIA
Author/Authors
Mgbemena, Chinedum Federal University of Petroleum Resources - Nigeria , Chinwuko, Emmanuel Federal University of Petroleum Resources - Nigeria
Pages
10
From page
161
To page
170
Abstract
Crude oil production output forecast is very important in the formulation of genuine 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 which involves 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. In addition, a multiple linear regression model was developed for predicting daily, weekly, monthly or even yearly volume of crude oil production output in the oilfield facility.
Keywords
Crude oil , Forecasts , Niger Delta. Oilfield , Prediction Error , Production output
Journal title
Astroparticle Physics
Serial Year
2020
Record number
2490704
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