An Effective Approach in the Design of Alkali Nitrate-based Solid Free Completion Fluid using Response Surface Methodology

In oil and gas industry, completion fluid is always needed for any field operation activities related to well completion, maintenance, and various production operations aimed at overcoming formation pressure during the activities. Recent decades have witnessed efforts to establish completion fluids that perform not only well in their primary function but also have the ability to prevent adverse effects on productive formations such as formation damage. Accordingly, one of the most important features of the fluids to substitute for traditional drilling mud is being solid-free. Numerous research and studies have been carried out through the utilization of various salts and additives. This study is focused on the use of nitrate-based salts that exhibit excellent solubility. In the effort to establish the best formula for the nitrate-based completion fluid, combinations between calcium- and sodium-nitrates, an experimental design based on Response Surface Methodology (RSM) model has been used in order to determine the most optimum composition of the two nitrate salts and to observe their interactions through multivariate analysis. Parameters of completion fluid density and occurrence of crystallization are used as the response. Analysis of variance (ANOVA) is employed to evaluate the fit quality of the generated models. The models in general exhibit a strong correlation between observed data and predicted values. The formulation produced has proven reliable to produce fluid density higher than 1.7 g/mL, turbidity below 5 NTU, and no crystallization at room temperature. Additives are used to guarantee the fluid’s quality and stability in unfavourable temperature conditions and extreme pressure changes.

Authors

Publication Details

Journal
Egyptian Journal of Petroleum
Published
2025-08-03
DOI
https://doi.org/10.62593/2090-2468.1069
Primary Topic
Spacecraft and Cryogenic Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

An Effective Approach in the Design of Alkali Nitrate-based Solid Free Completion Fluid using Response Surface Methodology

Bambang Widarsono, Mohamad Romli, Aprilia Nur Tasfiyati, Sugihardjo Sugihardjo et al.
1 links
Egyptian Journal of Petroleum
Spacecraft and Cryogenic Technologies
article

An Effective Approach in the Design of Alkali Nitrate-based Solid Free Completion Fluid using Response Surface Methodology

Bambang Widarsono, Mohamad Romli, Aprilia Nur Tasfiyati, Sugihardjo Sugihardjo, M. Mahlil Nasution, Andreas Andreas, Panca Wahyudi Soekarno, Rudi Surhartono
article en

Abstract

In oil and gas industry, completion fluid is always needed for any field operation activities related to well completion, maintenance, and various production operations aimed at overcoming formation pressure during the activities. Recent decades have witnessed efforts to establish completion fluids that perform not only well in their primary function but also have the ability to prevent adverse effects on productive formations such as formation damage. Accordingly, one of the most important features of the fluids to substitute for traditional drilling mud is being solid-free. Numerous research and studies have been carried out through the utilization of various salts and additives. This study is focused on the use of nitrate-based salts that exhibit excellent solubility. In the effort to establish the best formula for the nitrate-based completion fluid, combinations between calcium- and sodium-nitrates, an experimental design based on Response Surface Methodology (RSM) model has been used in order to determine the most optimum composition of the two nitrate salts and to observe their interactions through multivariate analysis. Parameters of completion fluid density and occurrence of crystallization are used as the response. Analysis of variance (ANOVA) is employed to evaluate the fit quality of the generated models. The models in general exhibit a strong correlation between observed data and predicted values. The formulation produced has proven reliable to produce fluid density higher than 1.7 g/mL, turbidity below 5 NTU, and no crystallization at room temperature. Additives are used to guarantee the fluid’s quality and stability in unfavourable temperature conditions and extreme pressure changes.

Egyptian Journal of PetroleumVol. 34(2)
Ministère de l'Économie, de la Science et de l'Innovation - Québec, Badan Riset dan Inovasi Nasional
Openalex Percentile: Top 73%
Spacecraft and Cryogenic Technologies
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