2021
DOI: 10.3390/s21113592
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Real-Time Measurement of Drilling Fluid Rheological Properties: A Review

Abstract: The accurate and frequent measurement of the drilling fluid’s rheological properties is essential for proper hydraulic management. It is also important for intelligent drilling, providing drilling fluid data to establish the optimization model of the rate of penetration. Appropriate drilling fluid properties can improve drilling efficiency and prevent accidents. However, the drilling fluid properties are mainly measured in the laboratory. This hinders the real-time optimization of drilling fluid performance an… Show more

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Cited by 25 publications
(11 citation statements)
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References 64 publications
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“…Rheological properties of drilling fluids directly affect wellbore purification, downhole safety, and mechanical drilling speed. , Therefore, the rheological property of drilling fluids is very important. According to the rheological experimental results (Figure a and Table S6), the changes of adding PF-ECOSEAL compared to the conventional blocking agent PF-LPF are shown as follows: AV decreases by 22.7%, from 33.75 to 27.5 mPa·s; PV decreases by 45.9%, from 27 to 18.5 mPa·s; and YP increases by 33.3%, from 6.75 to 9 Pa.…”
Section: Resultsmentioning
confidence: 99%
“…Rheological properties of drilling fluids directly affect wellbore purification, downhole safety, and mechanical drilling speed. , Therefore, the rheological property of drilling fluids is very important. According to the rheological experimental results (Figure a and Table S6), the changes of adding PF-ECOSEAL compared to the conventional blocking agent PF-LPF are shown as follows: AV decreases by 22.7%, from 33.75 to 27.5 mPa·s; PV decreases by 45.9%, from 27 to 18.5 mPa·s; and YP increases by 33.3%, from 6.75 to 9 Pa.…”
Section: Resultsmentioning
confidence: 99%
“…Then, the apparent viscosity as a function of shear rate from 1000.0 to 0.1 s −1 was measured at 25°C. The rheological model of drilling uids has an important and direct effect on cutting carrying capability, borehole cleaning, wellbore stabilization, and subsurface safety (Liu et al 2021). For non-Newtonian drilling uids, Bingham, power−law, and Herschel− Bulkely models are commonly used to t the relationship between shear stress and shear rate(Ashra zade 2010).…”
Section: Rheology Analysismentioning
confidence: 99%
“…The collected data is necessary for efficiently training ML algorithms that will accurately predict the amounts and types of scale formed and how soon flow conduit choking may occur. The data can also be used to train ML algorithms to detect early flow influx, which will improve well-control safety, and to measure the drilling fluid's rheological properties, which is essential proper hydraulic management and the development of an automated kick detection system, resulting in safer and more efficient operations [73], [74], [75]. The collected data can also help monitor wellhead pressure to prevent screen out, optimize fluid and proppant amounts, and reduce cost [76].…”
Section: ) Advanced Optical Sensorsmentioning
confidence: 99%