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Article History

Accepted: 23 October 2023

First Online: 13 November 2023

Declarations

:

: The author declares that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

: We declare that this manuscript is original, has not been published before and is not currently being considered for publication elsewhere. We know of no conflict of interest associated with this publication and I as corresponding author confirm that the manuscript has been read and approved for submission by all the named authors for all readers (open access). Ahmed Noori Al-Dujaili to be considered for publication as an original paper in the Journal of Petroleum Exploration and Production Technology.