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Olfatmiri M, Gholivand MB, Mahdavian M, Mahmoudi Nahavandi A. Adiantum Capillus-Veneris Extract as a Sustainable Inhibitor to Mitigate Corrosion in Acid Solutions: Experimental, Machine-Learning Simulation, and Multiobjective Optimization. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2024; 40:26396-26411. [PMID: 39632067 DOI: 10.1021/acs.langmuir.4c02659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/07/2024]
Abstract
Green corrosion inhibitors have been widely used as sustainable replacements for synthetic organic inhibitors. The application of adiantum capillus-veneris (ACV) extract to mitigate mild steel corrosion in a hydrochloric acid solution was the main focus of this investigation. Corrosion inhibition was studied using electrochemical impedance spectroscopy (EIS) and polarization techniques. EIS curves were modeled using a shallow neural network. Subsequently, a multiobjective genetic algorithm was employed to identify the optimal combination of concentration and time, represented by a Pareto front. EIS revealed an inhibitory efficacy of 88% at the optimal concentration of 800 ppm. Polarization results showed that ACV acted as a mixed inhibitor, and at 800 ppm, the corrosion current density decreased from 105 to 44 μA/cm2. Surface analytical techniques confirmed the corrosion-inhibitory effect of ACV. Results indicated that the sample selected from the lower lobe of the Pareto front, dominated by impedance magnitude, outperformed other tested samples. Furthermore, the machine learning-based corrosion prediction model demonstrated a high accuracy. This work highlighted the viability of machine learning in assessing corrosion resistance and improved the generalization capacity of optimizing corrosion inhibitors.
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Affiliation(s)
- Mahya Olfatmiri
- Department of Analytical Chemistry, Faculty of Chemistry, Razi University, Kermanshah 6714414971, Iran
| | - Mohammad-Bagher Gholivand
- Department of Analytical Chemistry, Faculty of Chemistry, Razi University, Kermanshah 6714414971, Iran
| | - Mohammad Mahdavian
- Surface Coatings and Corrosion Department, Institute for Color Science and Technology, Tehran 1668836471, Iran
| | - Alireza Mahmoudi Nahavandi
- Color Imaging and Color Image Processing Department, Institute for Color Science and Technology, Tehran 1668836471, Iran
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Ren H, Liu Y, Gong Z, Tan B, Deng H, Xiong J, Shao P, Dai Q, Cao J, Marzouki R. Pumpkin Leaf Extract Crop Waste as a New Degradable and Environmentally Friendly Corrosion Inhibitor. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2024; 40:5738-5752. [PMID: 38450610 DOI: 10.1021/acs.langmuir.3c03399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/08/2024]
Abstract
The pumpkin leaf was extracted by the decoction method, and it was used as an eco-friendly, nontoxic inhibitor of copper in 0.5 M H2SO4 corrosion media. To evaluate the composition and protective capacity of the pumpkin leaf extract, Fourier infrared spectroscopy, electrochemical testing, XPS, AFM, and SEM were employed. The results showed that the pumpkin leaf extract (PLE) is an effective cathode corrosion inhibitor, exhibiting exceptional protection for copper within a specific temperature range. The corrosion inhibition efficiency of the PLE against copper reached 89.98% when the concentration of the PLE reached 800 mg/L. Furthermore, when the temperature and soaking time increased, the corrosion protection efficiency of 800 mg/L PLE on copper consistently remained above 85%. Analysis of the morphology also indicated that the PLE possesses equally effective protection for copper at different temperatures. Furthermore, XPS analysis reveals that the PLE molecules are indeed adsorbed to form an adsorption film, which is consistent with Langmuir monolayer adsorption. Molecular dynamics simulations and quantum chemical calculations were conducted on the main components of the PLE.
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Affiliation(s)
- Haiqin Ren
- School of Metallurgy and Materials Engineering, Chongqing University of Science and Technology, Chongqing 401331, China
| | - Yan Liu
- School of Metallurgy and Materials Engineering, Chongqing University of Science and Technology, Chongqing 401331, China
| | - Zhili Gong
- School of Transportation and Municipal Engineering, Chongqing Jianzhu College, Chongqing 400072, China
| | - Bochuan Tan
- School of Metallurgy and Materials Engineering, Chongqing University of Science and Technology, Chongqing 401331, China
| | - Hongda Deng
- School of Metallurgy and Materials Engineering, Chongqing University of Science and Technology, Chongqing 401331, China
| | - Junle Xiong
- Chongqing Kunding Environmental Protection Technology Co., Ltd. Chongqing 401331, China
| | - Peng Shao
- College of Safety Engineering, Chongqing University of Science and Technology, Chongqing 401331, China
| | - Qingwei Dai
- School of Metallurgy and Materials Engineering, Chongqing University of Science and Technology, Chongqing 401331, China
| | - Jiangtao Cao
- School of Metallurgy and Materials Engineering, Chongqing University of Science and Technology, Chongqing 401331, China
| | - Riadh Marzouki
- Department of Chemistry, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
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Sivalingam S, Kavirajwar J, Seethalakshmi K, Gayathri J, Roniboss A. Green synthesis of cadmium oxide nanoparticles (CdO-NPS) using syzygium cumini: exploring industrial applications of CdO NPs as a corrosion inhibitor of mild steel in the acidic environment. RSC Adv 2024; 14:7932-7939. [PMID: 38454945 PMCID: PMC10915717 DOI: 10.1039/d4ra00560k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 01/27/2024] [Indexed: 03/09/2024] Open
Abstract
Potentiodynamic polarization (PDP), electrochemical impedance spectroscopy (EIS) and weight loss measurements were used to assess the effectiveness of CdO-NPs as a corrosion inhibitor for carbon steel in 0.5 M H2SO4. It was amply shown that as the concentration of CdO-NPs increased, the cathodic currents decreased and the active corroding sites were blocked completely. Moreover, a decrease in the mass of mild steel in an aggressive environment was reduced gradually with an increase in the concentration (ppm) of CdO-NPs inhibitor, resulting in an increase in the inhibition efficiency. The novel synthesized CdO-NPs were characterized by FT-IR, XRD and SEM-EDX spectroscopy.
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Affiliation(s)
- Sivakumar Sivalingam
- Vel TechRangarajan Dr. Sagunthala R&D Institute of Science and Technology Avadi Chennai 600062 India
| | | | - K Seethalakshmi
- Rajalakshmi Engineering College Thandalam Chennai 602 105 India
| | - Jayagopi Gayathri
- Vel TechRangarajan Dr. Sagunthala R&D Institute of Science and Technology Avadi Chennai 600062 India
| | - A Roniboss
- Vel TechRangarajan Dr. Sagunthala R&D Institute of Science and Technology Avadi Chennai 600062 India
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Fouda AS, Etaiw SEH, Ibrahim AM, El-Hossiany AA. Insights into the use of two novel supramolecular compounds as corrosion inhibitors for stainless steel in a chloride environment: experimental as well as theoretical investigation. RSC Adv 2023; 13:35305-35320. [PMID: 38053687 PMCID: PMC10694829 DOI: 10.1039/d3ra07397a] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 11/23/2023] [Indexed: 12/07/2023] Open
Abstract
Novel supramolecular (SCPs) compounds such as: {[Ni (EIN)4(NCS)2]}, SCP1 and {[Co (EIN)4 (NCS)2]}, SCP2 have been studied using weight loss (WL) and electrochemical tests on the corrosion performance of stainless steel 304 (SS304) in 1.0 M hydrochloric acid (HCl) solution. The experimental results revealed that inhibition efficacy (η%) rises with increasing concentrations of SCPs and reached 92.3% and 89.6% at 16 × 10-6 M, 25 °C, from the WL method for SCP1 and SCP2, respectively. However, by raising the temperature, η% was reduced. Polarization measurements (PDP) showed that the SCPs molecules represent a mixed-type. The SCPs were adsorbed on a SS304 surface physically, and the Langmuir adsorption isotherm was found to govern the adsorption process. The determination of thermodynamic parameters was carried out at various temperatures. Quantum chemical calculations were calculated to prove the adsorption process of SCP components, using the molecular dynamics (MD) simulations and electron density map. The inhibition performance of SCPs for SS304 dissolution in an acidic medium was proved to be excellent through FT-IR and AFM analysis. The results obtained from all measurements exhibit a high level of agreement with each other.
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Affiliation(s)
- A S Fouda
- Department of Chemistry, Faculty of Science, Mansoura University Mansoura 35516 Egypt +2 050 2202264 +2 050 2365730
| | - S E H Etaiw
- Department of Chemistry, Faculty of Science, Tanta University Tanta Egypt
| | - A M Ibrahim
- Department of Chemistry, Faculty of Science, Tanta University Tanta Egypt
| | - A A El-Hossiany
- Department of Chemistry, Faculty of Science, Mansoura University Mansoura 35516 Egypt +2 050 2202264 +2 050 2365730
- Delta for Fertilizers and Chemical Industries Talkha Egypt
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Corrosion inhibition properties of Camellia chrysantha flower extract for Q235 in 1 M HCl solution. INT J ELECTROCHEM SC 2023. [DOI: 10.1016/j.ijoes.2023.100080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2023]
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Hegazy AM, Haiba NS, Awad MK, Mahgoub FM. Synthesis, DFT, molecular dynamics, and Monte Carlo simulation of a novel thiourea derivative with extraordinary inhibitive properties for mild steel in 0.5 M sulphuric acid. Phys Chem Chem Phys 2023; 25:9532-9547. [PMID: 36939088 DOI: 10.1039/d3cp00139c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2023]
Abstract
A novel thiourea derivative has been successfully synthesized via green routes and fully characterized by FT-IR, 1H, 13C-NMR, and elemental analysis. The synthetic inhibitor 2-amino-N-(phenylcarbamothioyl) benzamide (APCB) was assessed as a corrosion inhibitor for mild steel (MS) in 0.5 M H2SO4. Various electrochemical techniques, such as electrochemical impedance spectroscopy (EIS) and potentiodynamic polarization (PDP), have been used to evaluate inhibition efficiency. As a result, EIS and PDP agreed with each other, indicating that APCB exhibits an inhibition performance that exceeds 96% at a concentration of 2 × 10-4 M and increases with an increase in temperature up to 98% at 333 K. However, PDP measurements showed that APCB is a mixed type of inhibitor. In addition, SEM, EDX, AFM, and contact angle measurements were used as a topological surface characterization technique that confirmed the formation of a protective layer over the MS surface. Additionally, the complex formation was thoroughly confirmed by UV-Vis measurements. The adsorption of APCB proved the highest compliance with the Langmuir adsorption isotherm. Furthermore, density functional theory (DFT) calculations were conducted to establish the correlation between the electronic structure and excellent inhibition efficiency. Moreover, molecular dynamics (MD) simulations were used to find interaction energy in different media. Finally, the adsorption affinity of the MS surface for different concentrations of APCB was verified via Monte Carlo (MC) simulations. Owing to the outcomes of this study, it is remarkable that APCB, with its low cost and simple synthesis, might be an exceptionally prominent option for mild steel protection.
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Affiliation(s)
- Ahmed M Hegazy
- Department of Materials Science, Institute of Graduate Studies and Research, Alexandria University, Egypt.
| | - Nesreen S Haiba
- Department of Chemistry and Physics, Faculty of Education, Alexandria University, Egypt.
| | - Mohamed K Awad
- Theoretical Applied Chemistry Unit (TACU), Chemistry Department, Faculty of Science, Tanta University, Egypt.
| | - Fatma M Mahgoub
- Department of Materials Science, Institute of Graduate Studies and Research, Alexandria University, Egypt.
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Lin B, Shao J, Zhao C, Zhou X, He F, Xu Y. Passiflora edulis Sims peel extract as a renewable corrosion inhibitor for mild steel in phosphoric acid solution. J Mol Liq 2023. [DOI: 10.1016/j.molliq.2023.121296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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Insight on the corrosion inhibition performance of Glebionis coronaria plant extract in various acidic mediums. J APPL ELECTROCHEM 2022. [DOI: 10.1007/s10800-022-01813-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Huang L, Wang ZM, Wang SS, Wang YH, Li HJ, Wu YC. Environmentally benign cinchonain IIa from Uncaria laevigata for corrosion inhibition of Q235 steel in HCl corrosive medium: Experimental and theoretical investigation. ENVIRONMENTAL RESEARCH 2022; 215:114376. [PMID: 36165857 DOI: 10.1016/j.envres.2022.114376] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 09/07/2022] [Accepted: 09/15/2022] [Indexed: 06/16/2023]
Abstract
Traditional corrosion inhibitors make great contribution to metal protection, but also cause environmental pollution. To solve the problem, plant extracts as green corrosion inhibitors have attracted much attention in recent years. Plants are good raw materials for corrosion inhibitors and also meet the requirements of industry. However, they have not been successfully applied in industry due to the unknown composition of the effective corrosion inhibitors and large dosage thereof. Therefore, cinchonain IIa was separated from Uncaria laevigata with abundant sources and low cost from nature in this work. Here we hypothesized that cinchonain IIa could show good corrosion inhibition performance for Q235 steel in the acidic medium. Through experiments and theoretical calculation, we studied the corrosion inhibition effect of cinchonain IIa on Q235 in 1 M HCl solution at 298 K for 48 h. Electrochemical experiments revealed that the inhibition efficiency of 200 mg/L cinchonain IIa in 1 M HCl for Q235 steel was 94.08% for 48 h. It even showed over 93% corrosion inhibition efficiency and durable protection performance to 28 d. Surface observations indicated that cinchonain IIa were firmly attached to the steel surface by forming a protective film. Moreover, quantum chemical calculation and molecular dynamics simulation revealed the inhibition mechanism at molecular and atomic level. Compared with some plant extracts, here we demonstrate that the outstanding advantages of cinchonain IIa include sustained protective effect, small dosage, and low toxicity. Accordingly, it may be used as a green industrial corrosion inhibitor with great potential in oilfield acidification and acid pickling.
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Affiliation(s)
- Li Huang
- Weihai Key Laboratory of Active Factor of Marine Products, School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, 150006, PR China
| | - Zi-Ming Wang
- The Second People's Hospital of Baoshan City,Yunnan Province, Baoshan, 678000, PR China
| | - Shan-Shan Wang
- Weihai Key Laboratory of Active Factor of Marine Products, School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, 150006, PR China
| | - Yu-Han Wang
- The New NO.1 High School of Wendeng District, Weihai, 264400, PR China
| | - Hui-Jing Li
- Weihai Key Laboratory of Active Factor of Marine Products, School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, 150006, PR China
| | - Yan-Chao Wu
- Weihai Key Laboratory of Active Factor of Marine Products, School of Chemistry and Chemical Engineering, Harbin Institute of Technology, Harbin, 150006, PR China.
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Ghaderi M, Ramazani S A A, Kordzadeh A, Mahdavian M, Alibakhshi E, Ghaderi A. Corrosion inhibition of a novel antihistamine-based compound for mild steel in hydrochloric acid solution: experimental and computational studies. Sci Rep 2022; 12:13450. [PMID: 35927311 PMCID: PMC9352695 DOI: 10.1038/s41598-022-17589-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 07/27/2022] [Indexed: 11/29/2022] Open
Abstract
Focused on the assessment of the diphenhydramine hydrochloride (DPH) capabilities as an alternative to conventional and harmful industrial corrosion inhibitors, electrochemical techniques were employed. The optimum concentration of 1000 ppm was determined by molecular simulation and validated through electrochemical experiments. The results acquired from the electrochemical impedance spectroscopy (EIS) study showed that DPH at a concentration of 1000 ppm has a corrosion efficiency of 91.43% after 6 h immersion. The DPH molecules' orientation on the surface was assessed based on EIS predicting horizontal adsorption on the surface. Molecular simulations were done to explore the adsorption mechanism of DPH. The DPH molecules' orientation on the surface was also assessed based on computational studies confirming the horizontal adsorption predicted by EIS.
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Affiliation(s)
- Mohammad Ghaderi
- Department of Chemical and Petroleum Engineering, Sharif University of Technology, Tehran, Iran
| | - Ahmad Ramazani S A
- Department of Chemical and Petroleum Engineering, Sharif University of Technology, Tehran, Iran.
| | - Azadeh Kordzadeh
- Department of Chemical and Petroleum Engineering, Sharif University of Technology, Tehran, Iran
| | - Mohammad Mahdavian
- Surface Coating and Corrosion Department, Institute for Color Science and Technology, Tehran, Iran.
| | - Eiman Alibakhshi
- Surface Coating and Corrosion Department, Institute for Color Science and Technology, Tehran, Iran.,Atlas Protecting Coating Company, Tehran, Iran
| | - Arash Ghaderi
- Department of Chemistry, College of Sciences, University of Hormozgan, Bandar Abbas, 7916193145, Iran
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Cao S, Cheng R, Liu H, Shi W, Yuan Q, Chen J. Comparative studies of three isatin-thiosemicarbazones against corrosion of AA6060 aluminum alloy exposed to acidic NaCl medium. J Mol Struct 2022. [DOI: 10.1016/j.molstruc.2022.133835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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12
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Najem A, Sabiha M, Laourayed M, Belfhaili A, Benhiba F, Boudalia M, Warad I, Bellaouchou A, Guenbour A, Zarrouk A. New Green Anti-corrosion Inhibitor of Citrus Peels for Mild Steel in 1 M HCl: Experimental and Theoretical Approaches. CHEMISTRY AFRICA 2022. [DOI: 10.1007/s42250-022-00366-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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Hossein Jafari Mofidabadi A, Dehghani A, Ramezanzadeh B. Sinapis arvensis (Mustard) extract derived bio-molecules linked Zinc-II ions; Integrated electrochemical & surface investigations. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2021.117085] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Hossein Jafari Mofidabadi A, Dehghani A, Ramezanzadeh B. Investigating the effectiveness of Watermelon extract-zinc ions for steel alloy corrosion mitigation in sodium chloride solution. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2021.117086] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
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Tang M, Li X, Deng S, Lei R. Synergistic inhibition effect of Mikania micrantha extract with KI on steel corrosion in H2SO4 solution. J Mol Liq 2021. [DOI: 10.1016/j.molliq.2021.117926] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Sannaiah PN, Alva VDP, Bangera S. An integrated electrochemical and theoretical approach on the potency of Senegalia rugata leaf extract as a novel inhibitor for mild steel in acidic medium. J APPL ELECTROCHEM 2021. [DOI: 10.1007/s10800-021-01631-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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17
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A Review on Plants and Biomass Wastes as Organic Green Corrosion Inhibitors for Mild Steel in Acidic Environment. METALS 2021. [DOI: 10.3390/met11071062] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Acid corrosion is a problem pertaining to corrosion that involves an acid solution. It is important to treat metal to preserve its integrity. Thus, acids are utilized to clean and treat metal surfaces. In return, this may lead to over-etching and metal degradation. Corrosion inhibitors were introduced as a solution for the issue. However, there are some problems associated with the usage of conventional corrosion inhibitors. Traces of nitrites and chromates that are present in the inhibitors may lead to serious health and environmental issues. As a solution, organic green corrosion inhibitors have been studied to replace the conventional corrosion inhibitors. These inhibitor molecules form a protective layer on top of the metal surface to suppress metal dissolution when added to the acid solution. This process prevents direct contact between the metal surfaces and the acid environment. This study explores the usage of natural resources and biomass wastes as the basis for organic green corrosion inhibitors. This study also provides some suggestions for new biomass wastes that can be studied as new organic corrosion inhibitors, and it is aimed at opening the perspective of researchers on exploring new organic inhibitors by using natural resources and biomass wastes.
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Kaur J, Daksh N, Saxena A. Corrosion Inhibition Applications of Natural and Eco-Friendly Corrosion Inhibitors on Steel in the Acidic Environment: An Overview. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2021. [DOI: 10.1007/s13369-021-05699-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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