2022
DOI: 10.3390/ma15062224
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Combined Electrochemical, Raman Analysis and Machine Learning Assessments of the Inhibitive Properties of an 1,3,4-Oxadiazole-2-Thiol Derivative against Carbon Steel Corrosion in HCl Solution

Abstract: The inhibiting properties of 5-(4-pyridyl)-1,3,4-oxadiazole-2-thiol (PyODT) on the corrosion of carbon steel in 1.0 M HCl solution were investigated by potentiodynamic polarization, electrochemical impedance spectroscopy, Raman spectroscopy, and SEM-EDX analysis. An approach based on machine learning algorithms and Raman data was also applied to follow the carbon steel degradation in different experimental conditions. The electrochemical measurements revealed that PyODT behaves as a mixed-type corrosion inhibi… Show more

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Cited by 3 publications
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“…Treatment of carbonate-hydrocarbon-containing formations with hydrochloric acid is used in the oil industry to increase oil recovery; in metallurgical enterprises, thermal scale is removed from steel products with HCl solutions; hydrochloric acid cleaning is also an efficient way to clean the internal and external surfaces of steel products of rust and mineral deposits [ 1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 , 9 , 10 ]. Compounds of various nature are widely studied as corrosion inhibitors (CIs) of steels in this medium [ 11 , 12 , 13 , 14 , 15 , 16 , 17 , 18 , 19 , 20 ]. Of these, quaternary ammonium salts (QASs) [ 21 , 22 , 23 , 24 , 25 , 26 , 27 , 28 , 29 , 30 ] often used as components of industrial mixed CIs are important from a practical point of view.…”
Section: Introductionmentioning
confidence: 99%
“…Treatment of carbonate-hydrocarbon-containing formations with hydrochloric acid is used in the oil industry to increase oil recovery; in metallurgical enterprises, thermal scale is removed from steel products with HCl solutions; hydrochloric acid cleaning is also an efficient way to clean the internal and external surfaces of steel products of rust and mineral deposits [ 1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 , 9 , 10 ]. Compounds of various nature are widely studied as corrosion inhibitors (CIs) of steels in this medium [ 11 , 12 , 13 , 14 , 15 , 16 , 17 , 18 , 19 , 20 ]. Of these, quaternary ammonium salts (QASs) [ 21 , 22 , 23 , 24 , 25 , 26 , 27 , 28 , 29 , 30 ] often used as components of industrial mixed CIs are important from a practical point of view.…”
Section: Introductionmentioning
confidence: 99%