{'fraction_non_alphanumeric': 0.026858263619261098, 'fraction_numerical': 0.020654044750430294, 'mean_word_length': 4.814289038864324, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Roasted Coffee Extracts as Corrosion Inhibitors for Mild Steel in HCL Solution

The behavior of roasted coffee extract and its isolated high molecular weight fraction have been investigated as carbon steel corrosion inhibitors in HCl solution by weight loss measurements, potentiodynamic polarization curves, electrochemical impedance and scanning electron microscopy analysis. All results showed that the high molecular weight fraction, rich in melanoidins, present an important role in the inhibitory action of the roasted coffee extract in the acid corrosion of carbon steel.


Introduction
The acid solutions are widely used in industry for various purposes, such as acid pickling, acidification of petroleum wells, among others 1 . Organic compounds containing N, O and S atoms are considered to be effective corrosion inhibitors. The effectiveness of organic inhibitors depends on the nature and the condition of the metallic surface, the chemical composition and structure of the inhibitor. A bond can be formed between the electron pair and/or the π-electron cloud of the donor atoms and the metal surface, thereby reducing corrosive attack in acidic media. Although many of these compounds have high inhibition efficiencies, several have undesirable side effects, even at very low concentrations, due to their toxicity to humans, deleterious environmental effects, and high costs 2 .
In our previous work, two aqueous spent coffee grounds extracts (from infusion and decoction process) acted as an effective corrosion inhibitor for carbon steel in 1 mol L -1 HCl, which was explained through an adsorption process by a chemisorption mechanism 1 . Still, in this study, it was shown that the isolated chlorogenic acid (5-caffeoylquinic acid) does not explain the corrosion inhibition observed for the coffee extracts 1 .
Roasted coffee is rich in melanoidins, which are brown, high molecular weight heterogeneous polymers that are formed when proteins, polysaccharides, sacarose and amino acids combine through the Maillard reaction at high temperatures. Melanoidins are commonly present in foods such as barley malts, bread crust, bakery products and roasted coffee 20 . The chemical structure of melanoidins is complex and still unknown but could be responsible for the inhibitory action of the spent coffee ground extracts observed in our previous studies 1,19 . Therefore, in the present work, we isolated the high molecular weight fraction from roasted coffee grains and studied its behavior as corrosion inhibitor.
The objective of this paper is to investigate the inhibitory action of roasted coffee extract as well as its isolated high molecular weight fraction on carbon steel corrosion in acidic medium by weight-loss measurements and electrochemical techniques, as well as through surface analyses using Scanning Electron Microscopy (SEM).

Inhibitors preparation
Green (unroasted) coffee beans (Coffea canephora) were obtained from a producer at Guaxupé, Minas Gerais, Brazil. Coffee beans were roasted at 220 °C for 8 min in a domestic coffee roaster (iFresh Roast SR500, USA) and ground in an electric mill. Aqueous roasted coffee extract was obtained by infusion. Ten grams of roasted ground coffee were added in 100 mL of distilled water with an initial temperature of 100 ºC for 60 minutes. This extract was then filtered, lyophilized, and stored at -4 ºC prior to analysis. The lyophilized extract was used as a corrosion inhibitor for carbon steel in 1 mol L −1 hydrochloric acid ( Figure 1A).
were prepared by embedding the steel rods in epoxy resin and exposing a surface area of 1 cm 2 to the electrolyte. Prior to each measurement, the sample surfaces were abraded with 100, 320, 400, 600, 1200 and 2000 grade emery paper, washed with double-distilled water, degreased with acetone and dried in warm air.
All electrochemical measurements were conducted in a thermostated conventional three-electrode Pyrex cell. A saturated calomel electrode (SCE) and a large-area platinum wire were used as the reference and auxiliary electrodes, respectively. The electrolyte was a 1 mol L −1 HCl solution prepared from 37% HCl (purchased from Merck Co. Darmstadt -Germany) and double distilled water. All experiments were carried out in 100 mL of non-stirred and naturally aerated electrolyte maintained at 25 °C.
In all experiments, the carbon steel electrode was allowed to reach its stable open-circuit potential (OCP), which occurred after 1 h. Electrochemical impedance measurements were performed over a frequency range of 100 kHz to 10 mHz at the stable open-circuit potential with an AC wave of 10 mV (rms). Potentiodynamic anodic and cathodic polarization curves were performed using a scan rate equal to 1 mV s −1 from -300 mV up to +300 mV in relation to the stable open-circuit corrosion potential. The polarization curves were also obtained after 1 h in the open-circuit potential.
The electrochemical experiments were performed using an Autolab PGSTAT 128 N potentiostat/galvanostat, controlled by GPES 4.9 electrochemical software from Metrohm Autolab (The Netherlands). The inhibition efficiency (n%) was calculated from potentiodynamic polarization curves and electrochemical impedance diagrams as follows: The high molecular weight fraction (HMWF), rich in melanoidins, was isolated from the roasted coffee extract. The isolation of the high molecular weight fraction was performed using an ultrafiltration method. An aliquot of 45 mL of the roasted coffee extract was added to an ultrafiltration apparatus with 3 kDa of cutoff (Milipore, USA) being immediately centrifuged. The fraction retained by the membrane was washed three times with water and then lyophilized and stored at -4 ºC prior to analysis ( Figure 1B).

Characterization of the inhibitors
The high molecular weight fraction was analyzed by 1 H NMR (Bruker DMX-750, 500 MHz). Samples (10 mg) were dissolved in deuterium oxide (0.7 mL) prior to analysis. The presaturation technique was used. The 1 H spectrum (Supplementary Figure 1) presented the following regions of signals: 0.5 to 1.5 ppm (methyl and aliphatic protons of proteins); 1.5 to 2.5 ppm (methylene protons of the cyclohexane ring of quinic acid); 3.0 to 5.0 ppm (protons alpha to hydroxyl groups of carbohydrates, such as arabinogalactans, galactomannans, quinic acid and others); 5.3 ppm (anomeric proton of carbohydrates); doublets with large coupling constant (J=16.4 Hz) at 6.5 and 7.7 ppm (olefinic protons in trans configuration of the cinnamic moiety of chlorogenic acids); 6.8 and 7.2 ppm (benzene rings of chlorogenic acids). Therefore, the high molecular weight fraction, rich in melanoidins, is mainly composed of modified polysaccharides and proteins. where j corr,0 is the corrosion current density in the absence of the inhibitor and j corr is the corrosion current density in the presence of the inhibitor obtained from Tafel plots.

Electrochemical procedure
where R ct,0 is the charge-transfer resistance in the absence of the inhibitor and R ct is the charge-transfer resistance in the presence of the inhibitor obtained from the electrochemical impedance diagrams.

Weight loss experiment
C-steel specimens with the same composition used in the electrochemical measurements and dimensions of 3.0 cm x 2.0 cm x 0.15 cm were abraded with 100 grade emery paper, sandblasted, washed with double-distilled water, degreased with acetone, and dried in air. Triplicate specimens were immersed in the acid test solutions for 6, 24 and 48 h at room temperature in the absence and presence of the inhibitors at the following concentrations: 50, 100, 200, 300, 400 and 1000 mg L −1 . The temperature was controlled using an aqueous thermostat. The specimens were removed, rinsed with water and acetone, dried in warm air and stored in a desiccator. Weight loss was determined by gravimetric tests using an analytical balance (BIOPRECISA, model FA2104N) with a precision of 0.1 mg. The inhibition efficiency (n%) was obtained using the following equation: Figure 2 presents the potentiodynamic polarization curves of C-steel in 1 mol L −1 HCl in the absence and presence of the roasted coffee extract (A) and isolated high molecular weight fraction (B) at room temperature. The electrochemical parameters, i.e., the open-circuit potential (OCP), the corrosion potential (E corr ), the corrosion current density (j corr ), and the anodic (β a ) and cathodic (β c ) Tafel constants, shown in Table  1, were collected from the Tafel plots.

Potentiodynamic polarization curves
It can be seen from the polarization curves that in the presence of the inhibitors (Figures 2A and 2B) there is a decrease in anodic and cathodic current densities, predominantly in the cathodic branch for both, which shows the inhibitory effect of these extracts. Table 1 shows that both the open circuit potential (OCP) and the corrosion potential (E corr ), derived from Tafel plots, present a cathodic shift with respect to the blank with maximum shift of 37 and 47 mV for E corr for the roasted coffee extract and isolated high molecular weight fraction (rich in melanoidins), respectively, demonstrating that the extracts act as a mixedtype inhibitor with a predominating cathodic character 1 . The corrosion current density (j corr ) decreased in the presence of the inhibitors, and this decrease was more pronounced in the case of the isolated high molecular weight fraction (rich in melanoidins).
The cathodic Tafel slopes (β c ) did not change significantly with the addition of the inhibitors (Table 1) showing that the adsorbed inhibitor molecules did not affect the hydrogen evolution reaction, i.e., hydrogen evolution was probably decreased by the surface blocking effect. Regarding the anodic Tafel slope (β a ), we can note a slight increase with the extracts concentration and this result shows that the adsorbed species to the carbon steel could modify the metal dissolution process.
The calculated inhibition efficiency based on jcorr values obtained in the absence and presence of roasted coffee extract and isolated high molecular weight fraction varied from 62% to 84% and 85% to 87%, in the concentration range from 50 and 30 to 1000 mg L −1 , respectively. The inhibition efficiency of the isolated high molecular weight fraction is higher than the roasted coffee extract. Even in the presence of 30 mg L −1 , the isolated high molecular fraction presents 85% of inhibition efficiency. These results show that the melanoidins are probably responsible for the inhibitory action of the roasted coffee extract.
This behavior is similar to the results obtained in our previous studies using the spent coffee ground extracts (from infusion and decoction processes) 1 .
where W 0 and W are the corrosion rate which were present in (g cm −2 h −1 ) and in millimeters penetration per year (mm/y) in the absence (blank) and presence of the extract, respectively.
where K is a constant (8.76 × 10 4 ), M is the weight loss in grams, A is the specimen area in cm 2 , t is time in hour and ρ is the specific mass of carbon steel (7.86 g cm -3 ).
Weight loss measurements using 100, 200 and 400 mg L −1 of 5-caffeoylquinic acid and caffeine were also performed for 24 h immersion at room temperature.
The temperature effects on the corrosion rate of steel coupons in 1 mol L −1 HCl were examined. This experiment was performed in the absence and presence of 400 mg L −1 of the roasted coffee extract and its isolated high molecular weight fraction with an immersion period of 2 h at 35, 45, 55 and 65 ºC.
In the present study, each experiment was repeated three times under the same conditions, and the relative differences between replicate experiments were found to be smaller than 3%, indicating good reproducibility. The average of the three replicated values was used for further processing of the data.
The weight loss measurements were obtained according to ASTM G31-72, which is the standard methodology for this technique in the laboratory 21 .

Surface analysis
The specimens used for surface morphology examination were immersed in 1 mol L −1 HCl in the absence (blank) and presence of 50 and 400 mg L −1 of each inhibitor at room temperature for 2 h. The analysis was performed using a FEI Quanta 400 scanning electron microscope with an accelerating voltage of 20 kV.   Figure 3 illustrates the electrochemical impedance diagrams for C-steel in a 1 mol L −1 HCl solution in the absence and presence of the roasted coffee extract (A-Nyquist plot, B and C-Bode plots) and its isolated high molecular weight fraction (D-Nyquist plot, E and F-Bode plots). Table 2 summarizes the impedance data from EIS experiments carried out in the absence and presence of increasing roasted coffee extract and its isolated high molecular weight fraction concentrations. In inhibitor-free solutions, only one depressed capacitive loop was observed and that loop can be attributed to the time constant of the charge transfer and the double layer capacitance. Such a depression is characteristic of solid electrodes and is often ascribed to dispersion effects, which have been attributed to roughness and inhomogeneities on the surface during corrosion 15 . The intersection of this semicircle with the real axis at high frequencies produced a value of approximately 1.14 Ω cm 2 for the ohmic resistance (R s ) of the solution. The charge-transfer resistance (R ct ) values were calculated based on the difference in impedance values at lower and higher frequencies. The double layer capacitance (C dl ) was calculated using the equation below: where f max is the frequency at which the imaginary component of the impedance is maximal. A C dl value of 270 μF cm −2 was determined for the C-steel electrode in 1 mol L −1 HCl. The electrochemical impedance diagrams obtained in the presence of the roasted coffee extract and its isolated high molecular weight fraction also show one depressed capacitive loop. It is clearly seen that only one time constant is observed in Bode plots. Based on Table 2, it is clear that the R ct values increased and the C dl values decreased with the inhibitor concentration. The inhibition efficiency values (n (%)) were calculated from R ct data in the absence and presence of roasted coffee extract and its isolated high molecular weight fraction being slightly higher for the isolated high molecular  weight fraction. These results may be attributable to the adsorption of these molecules onto the metal/solution interface. This hypothesis is corroborated by the anodic and cathodic polarization curves results. The inhibition efficiency was 94% at the highest concentration for both inhibitors. Once again these results are very similar to those reported for spent coffee ground extracts (from infusion and decoction process) 1 .

Weight loss measurements
The results of the weight loss measurements for the corrosion of C-steel in 1 mol L −1 HCl in the absence and presence of 50-1000 mg L −1 of roasted coffee extract and its high molecular weight fraction (HMWF) for different immersion times (6, 24 and 48 h) at room temperature are provided in Table 3. In inhibitor-free solutions the uniform corrosion rate is very severe reaching 16.2 mm/y after 48 hours of immersion. The C-steel corrosion rate (Wcorr) was greatly reduced upon the addition of the inhibitors for all immersion times, reaching 0.736 mm/y and 0.925 mm/y in the presence of the extract and its fraction after 48 h of immersion, respectively. Even these corrosion rates are relatively high, the inhibitory action of these extracts is undoubted. According to Gentil, for cheap materials, like carbon steel, the corrosion rate could be acceptable in the range of 0.225 to 1.5 mm/y 22 . The inhibition efficiency for both inhibitors increased with the inhibitor concentration and the immersion time, reaching 96% and 94% after 48 h of immersion in the presence of 1000 mg L -1 of the roasted coffee extract and HMWF, respectively. After 6 h of immersion the HMWF showed inhibition efficiency slightly higher than the roasted coffee extract. It was also noted that the inhibition efficiency remained high and stable after 24 h of immersion. This behavior reflects the inhibitory effect of the melanoidins towards C-steel corrosion in acidic solution. This may also indicate the important role of the melanoidins to the inhibition process of the roasted coffee extract. The effects of temperature on the corrosion of C-steel in 1 mol L −1 HCl ranging from 35 to 65 °C after 2 h of immersion are presented in Table 4. The experiments were performed in the absence and presence of 400 mg L −1 of roasted coffee extract and its HMWF. The corrosion rates of the steel in both free and inhibited acid media increased as temperature increased. Additionally, the inhibition efficiencies of both inhibitors increased with the temperature, from 75% to 86% for roasted coffee extract and from 74% to 86% for melanoidins in the studied temperature range.
The apparent activation energy for C-steel corrosion in free and in inhibited acid solution was determined from an Arrhenius-type plot according to equation: where W corr is the corrosion rate, E a is the apparent activation energy, A is the frequency factor, T is the absolute temperature and R is the molar gas constant.
Arrhenius plots of log W corr vs. 1/T for C-steel in 1 mol L −1 HCl in the absence and presence of 400 mg L −1 of roasted coffee extract and its HMWF are shown in Figure 4. The apparent activation energy obtained for the corrosion process in the acid solution free of inhibitor was 39.0 kJ mol −1 and 23.6 and 22.8 kJ mol −1 in the presence of roasted coffee extract and HMWF, respectively. It is possible to note that the energy barrier for the corrosion reaction decreased in the presence Table 4: C-steel weight loss data in 1 mol L −1 HCl in the absence and presence of 400 mg L −1 of roasted coffee extract and HMWF at the following immersion temperatures: 35, 45, 55, and 65 °C, with an immersion period of 2 h.

Blank
Roasted coffee extract HMWF  of these inhibitors, while the inhibition efficiency increased on temperature variation (Table 5). These results could be an indication that a chemical adsorption process involving charge sharing between the melanoidins and C-steel is taking place. This behavior is similar to the results obtained in our previous studies using the spent coffee ground extract 1. Caffeine and chlorogenic acids (especially 5-caffeoylquinic acid) are, together with melanoidins (which represent 25%, w/w), major constituents of roasted coffee and therefore could be possibly responsible for its corrosion inhibitory properties 19 .
On the basis of these data, some weight loss measurements in 1 mol L −1 HCl were performed using caffeine and 5-caffeoylquinic acid as corrosion inhibitors. The corresponding results are presented in Table 6. The inhibition efficiency levels of both compounds were 36 and 41%, respectively, at the higher concentration (400 mg L −1 ). These values of inhibition efficiency are several times lower than those observed for roasted coffee extract and its HMWF, 95 and 93%, respectively, after 24 h of immersion time in the presence of 400 mg L −1 of each inhibitor (Table 3).
To investigate if the inhibitory action was due to a synergistic action from 5-caffeoylquinic acid and caffeine, other weight loss measurements were performed in the presence of both compounds (Table 7). Once more, the inhibition efficiency obtained in the presence of both compounds at 200 mg L −1 each was only 47% after 24 h of immersion time. This value is much lower than those observed for roasted coffee extract and HMWF. All these results support that the inhibitory action of the roasted coffee extract was due to the presence of melanoidins.

Adsorption isotherm
Organic corrosion inhibitors decrease the corrosion of metal through the adsorption on the metallic surface followed by the formation of a protective layer. The adsorption of an organic adsorbate between metal/solution interface can be represented as a substitutional adsorption process between the organic molecules in the aqueous solution Org (soln) Where Org (ads) are the organic molecules adsorbed on the metallic surface, H 2 O (soln) is the water molecules in the aqueous solution and x is the size ratio representing the number of water molecules replaced by one molecule of organic adsorbate.
To study adsorption behavior of roasted coffee extract and melanoidins, various isotherms were used, and it was found that the Langmuir isotherm fitted better with the experimental data. The adsorption parameters obtained were recorded in Table 8. Inhibition efficiency is directly proportional to the fraction of the surface covered by adsorbed molecules (θ), which was computed from the results of the  weight loss study after 6 h of immersion time for different concentrations of both extracts ( Table 3). The variation of θ with the inhibitor concentration specifies the adsorption isotherm that describes the system. The fit of the obtained data to the Langmuir isotherm is illustrated by plotting C/θ versus C, according to equation below: Figure 5 displays the linear plot of the Langmuir adsorption isotherms for the melanoidins from the roasted coffee extract ( Figure 5A) and from the high molecular weight fraction ( Figure 5B) with a high correlation coefficient of 0.9999 and 0.9999 and a slope of 1.11 and 1.13, respectively. This behavior suggests that the melanoidins were adsorbed onto the C-steel surface according to a Langmuir adsorption isotherm, which assumes that the inhibition occurs by monolayer adsorption at appropriate sites on the metal surface, which contains a fixed number of adsorption sites, and each site holds one adsorbate with no interaction between the adsorbate molecules 4 . The adsorptive equilibrium constants (K ads ) for roasted coffee extract and its high molecular weight fraction at room temperature, obtained from Figures 5A and 5B, were 0.0580 and 0.0880 L mg −1 , respectively. In our previous work 1 , the decoction and infusion extracts from coffee grounds showed 0.0571 and 0.0645 L mg −1 for the adsorptive equilibrium constants; respectively. These results indicate that melanoidins are probably responsible for the inhibitory action of the roasted coffee extract. As the chemical structure of melanoidins is complex and still unknown, the discussion of adsorption isotherm behavior in terms of thermodynamic parameters such as (∆G ads ) is not possible.
The slight deviation of the slopes from unity (equation 8) could indicate the existence of interactions between the adsorbed molecules and/or that the number of phytochemical molecules occupying one active site is not unity 4 where x is the number of inhibitor molecules occupying one site, or the number of water molecules replaced by one molecule of the inhibitor and a is the interaction parameter between the adsorbed molecules.
The values of the size parameter x are 2.698 and 4.977 for the aqueous roasted coffee extract and its isolated high molecular weight fraction (rich in melanoidins), respectively. These results show that one inhibitor molecule replaces more than one water molecule. Besides the interaction parameter (a) is negative in both cases, since the slopes are positive, indicating that repulsion could exist in the adsorption layer. Figure 6 shows a SEM micrograph of C-steel immersed for 2 h in 1 mol L −1 HCl in the absence ( Figure 6A) and presence of 400 mg L −1 of roasted coffee extract ( Figure 6B) and its high molecular weight fraction (HMWF) ( Figure 6C) at room temperature. The morphology in Figure 6A shows a rough surface, characteristic of the uniform corrosion of  C-steel in acid. In the presence of the extracts ( Figure 6B and 6C), a smooth surface can be observed, indicating that the surface was protected by the inhibitor. These results are in agreement with the electrochemical experiments and weight loss measurements, for which an excellent inhibition performance was observed.

Conclusions
Both roasted coffee extract and high molecular weight fraction (HMWF) act as effective inhibitors on C-steel in 1 mol L −1 HCl solution.
1. The results obtained from the polarization curves and electrochemical impedance diagrams demonstrate that the roasted coffee extract and its isolated high molecular weight fraction act as inhibitors through an adsorption process.
2. The apparent activation energy of C-steel corrosion in 1 mol L −1 HCl decreased in the presence of both inhibitors showing chemisorption of the inhibitor onto the steel surface, involving charge sharing or charge transfer from the inhibitor molecules present in both inhibitors to the C-steel surface.
3. Melanoidins are the probable components that are responsible for the inhibition action of the roasted coffee extract.
4. The SEM analysis showed that the metal surface was protected in the presence of both inhibitors.