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Referencing Electrochemical Data to an Internal Standard

Last Updated: 4/13/23 by Neil Spinner

  • internal standard,
  • ferrocene,
  • adjust potential axis,
  • vs.,
  • non-aqueous reference
Article Contents/Section Navigation
  1. Introduction
  2. Internal Standard Considerations
  3. Example using Ferrocene as the Internal Standard
    1. Cyclic Voltammetry of Target Species, A
    2. Cyclic Voltammetry of the Internal Standard with Reference Electrode
    3. Addition of Internal Standard to System Under Study
  4. Adding Internal Standard Pre/Post Analysis


If you are fortunate (maybe lucky), your electrochemical research may be as easy as placing three electrodes into a cell, filling the cell with an aqueous test solution (i.e., an electrolyte and your analyte of interest dissolved in water), and then simply running cyclic voltammetry to study your electroactive species.  All too often, voltammetry is not quite this easy.  One of the more common challenges you may encounter is the choice of and proper use of a reference electrode Reference Electrode when working with a non-aqueous solvent (i.e., alcohols, dichloromethane, DMSO, THF, or acetonitrile).
All of the more common reference electrodes discussed in textbooks, such as the silver chloride (Ag/AgCl) or calomel (Hg/Hg2Cl2) reference electrodes, are based on aqueous chemistry and are not well suited for use with non-aqueous solvents.  Contact between your test solution and the internal chemical solution within the reference electrode is made through a porous frit usually located near the bottom of the reference electrode. This frit, usually made from a porous glass or ceramic material, is an essential part of the reference electrode design. The frit allows the solution within the reference electrode to come into direct contact with your test solution while preventing significant mixing between the two solutions.
When the two solutions are in direct contact with each other within the pores of the frit, dissolved ions are free to travel from one solution to another. While this ionic mobility across the boundary between the two solutions is essential for electrical contact between the reference electrode and the other electrodes in the cell, the movement of ions can cause problems. For example, the internal solution within the silver chloride reference electrode contains an appreciable amount of chloride anions (Cl-), and these anions will diffuse through the frit into the test solution. If your analyte is sensitive to the presence of chloride (due to undesirable ligand exchange, poisoning of a sensitive electrocatalyst, etc.), using a silver chloride (or calomel) reference electrode will likely lead to a bad result.
A more troublesome problem can occur when an aqueous reference electrode solution comes into contact with a non-aqueous test solution. As ions from the aqueous reference electrode travel into the non-aqueous test solution, the solubility of these ions is very likely to be much lower in the non-aqueous solution. These ions may form precipitates within the pores of the frit, clogging the frit and cutting off electrical conductivity between the reference electrode and the other electrodes in the cell. Once the reference electrode is no longer in electrical contact with the test solution and the other electrodes, the potentiostat will quite literally begin operating with no reference point for measuring electrode potentials. The feedback amplifiers in your potentiostat will likely oscillate out of control, bouncing back and forth in a vain attempt control the working electrode potential.
To avoid clogged frits and other issues with aqueous reference electrodes, most electrochemical experiments involving a non-aqueous test solution make use of a pseudo-reference electrode. The psuedo-reference electrode design may or may not include a frit, but more importantly, it will usually be based on the same (or similar) electrolyte solution as your test solution. The simplest of all pseudo-reference electrodes is a plain silver wire inserted directly into your test solution. More sophisticated pseudo-reference electrode designs are also available from Pine Research. Non-Aqueous Reference Electrode Overview
The exact potential of a pseudo-reference electrode is not easily knowable from one day to the next or from one solvent system to the next. The potential of a pseudo-reference electrode must be established indirectly, usually by adding an electrochemically active "internal standard" compound to the test solution. The well-behaved ferrocene/ferrocenium redox couple is one of the more popular internal standards. Reporting the potential of the redox wave for your analyte with respect to the potential of the redox wave for the internal standard allows you to account for the drift and uncertainty associated with using a pseudo-reference electrode. By anchoring your potential measurements to a commonly used internal standard, the position of redox features from your non-aqueous voltammetry experiments can be compared to those reported by other researchers.
Once you have a selected a suitable reference electrode, you may find that it's not helpful to report your electrochemical data as potential vs. [arbitrary-and-exotic-reference-electrode-chemistry].  Or, you may want to compare your newly acquired results to other data acquired using a different internal standard.  But, how do you do that?  What exactly does this mean?  This article aims to help you out with a simple example where the position of a voltammetric wave for a novel compound is reported as "potential versus Fc/Fc+" (ferrocene/ferrocenium).
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2Internal Standard Considerations

Below are some helpful diagnostic criteria used to select an appropriate internal standard for electrochemical experiments.  This list does not cover all possible considerations, but it should give you a basic starting point.
  • Popularity and Relevancy.  Is the internal standard you are considering commonly found in prior scientific journal articles?  While you can certainly use some exotic organometallic complex with fluffy ligands and extraordinary electrochemical behavior, would such a choice help others compare their own data with yours?  Best to stick with something more ubiquitous.
  • Cost and Availability.  Does the internal standard you want to use have a high cost?  Is it readily available in adequate supply?
  • Solubility.  The internal standard must be soluble in the same electrolyte solution as your analyte of interest.
  • Electrolyte Compatibility.  Be sure that the internal standard is chemically stable in the electrolyte solution. Sometimes this point is neglected, and only after committing some of your precious analyte to the electrolyte solution do you notice solid particles crashing out of solution.
  • Chemical and Electrochemical Compatibility.  This one is pretty obvious - but do be sure that your internal standard does not either homogeneously (in solution) react with your analyte of interest or heterogenously (at the solution|electrode interface) react with your analyte (or its electrochemical products or the products of the other half-reaction at the counter electrode).
  • Separation of Redox Waves.  The internal standard might be added to the test initially and be present throughout the entire experiment, or it may be added at the end of the experiment. In either case, you will be looking to see how far away (along the potential axis) the redox wave from your analyte is from the redox wave of the internal standard. If the two waves are right on top of each other, you are going to have a difficult time discerning their relative postions. Ideally you want to have at least 120 mV of separation between the two redox couples.
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3Example using Ferrocene as the Internal Standard

Ferrocene Wikipedia Article (or \displaystyle{\text{Bis}\left(\eta^{5}\text{-cyclopentadienyl} \right)\text{iron}}) is often selected as an internal standard because the reaction exhibits highly reversible (near Nernstian) behavior.  In this article we will use the abbreviation Fc = ferrocene and Fc+ = ferrocenium ion.  The ferrocene reaction of interest is:
\displaystyle{Fc\rightleftharpoons Fc^+ +e}
Upon analysis with cyclic voltammetry, ferrocene gives a nearly reversible, classic duck-shaped voltammogram where the peak separation is typically between 55 - 65 mV.  Ferrocene is not soluble in aqueous solution; therefore, its use as an internal standard is limited to select non-aqueous electrochemical experiments.  Sometimes, you will see derivatives of ferrocene used where ligands were substituted with aqueous soluble species like (ferrocenylmethyl)trimethylammonium [FcTMA+] or ferrocenecarboxylic acid [FcCOOH].  Here, let's assume we have used pure ferrocene in non-aqueous solvent.
Simulated Data
For the purpose of illustration, we have used simulated electrochemical data in the following plots. Real world electrochemistry doesn't often look "this good."
The important concept to understand here is that your potentiostat has absolutely no idea what chemistry is happening at your reference electrode.  None (and it doesn't matter).  The potentiostat is simply providing constant potential feedback between the working electrode and reference electrode (and its chemistry, which sets the constant potential), and as a result, the peaks you observe are naturally referenced to the reference electrode itself (e.g., Potential vs. Ag/AgCl).  The goal of this article, and perhaps of your need to plot your data vs. an internal standard like Ferrocene, is that you might be using a pseudo-reference electrode, whose potential can drift and is not constant; or, some exotic and uncommon reversible electrochemical couple in non-aqueous media (that nobody else, inspired by your work, can themselves reproduce).  We haven't even made a novel or interesting electrochemical measurement yet - but we are getting ready to, and it starts with understanding where ferrocene appears on the potential axis with the reference electrode you have chosen to use (whatever its chemistry is).
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3.1Cyclic Voltammetry of Target Species, A

Let's assume that our true goal in the research is to interrogate the cyclic voltammetric response of some species, A:
\displaystyle{A+e \rightleftharpoons B}
Species A/B are insoluble in aqueous solutions so after preparing a solution of 1 mM A in 100 mM tetrabutylammonium hexafluorophosphate (NBu4PF6) (acetonitrile) and adding solution into your electrochemical cell with a working, counter, and Ag/AgNO3 reference electrode (that you constructed from our Non-Aqueous reference electrode kit LowProfile Ag Pseudo Reference Kit (74 mm long) ), you obtain the following cyclic voltammogram of the A/B couple:

Figure 1. Cyclic Voltammogram of the A/B Redox Couple.

It might be practical to stop at this point, as you have obtained what you need. But in many cases a cyclic voltammogram of this species when the potential axis is vs. Ag/AgNO3 may not be helpful for comparison reasons.  Maybe you want to compare your data to something found in a journal, or to previous work, where the potential axis was relative to a different reference electrode or reference to an internal standard.
Notice in the plot above (Figure 1), the E1/2 can easily be calculated as:
where Ep,a is the anodic (oxidation) peak potential and Ep,c is the cathodic (reduction) peak potential. For the cyclic voltammogram of the A/B redox couple shown (see Figure 1), E1/2 = 792.5 mV vs Ag/AgNO3 and has been drawn in the dashed red line.  We will use this E1/2 value as a basis for adjusting the potential axis to that of an internal standard, ferrocene.  Next step is to obtain a reproducible value of for Fc/Fc+.
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3.2Cyclic Voltammetry of the Internal Standard with Reference Electrode

Having reviewed the considerations of what makes a good internal standard (see Section 2), ferrocene will be selected for this application.  The internal standard E1/2 must first be determined and it is important to use the same reference electrode as with the species of interest (A/B redox couple, see Section 3.1).  Perform cyclic voltammetry with optimized CV parameters and appreciate the beauty of ferrocene data.

Figure 2. Simulated Ferrocene Cyclic Voltammogram Using Ag/AgNO3 Reference Electrode.

For the cyclic voltammogram of ferrocene shown (see Figure 2), E1/2 = 226.5 mV vs Ag/AgNO3 and has been drawn in the dashed red line.
Think about this E1/2 value.  One of the most critical aspects of the figure of merit is that its potential value is referenced to a real reference electrode, Ag/AgNO3 in this case.  If it were possible to perform the same cyclic voltammogram with identical aspects except for a different reference electrode, say saturated calomel (SCE), then the of ferrocene would appear at a different potential vs. SCE.  The separation and relative position of Ep,a and Ep,c would not change.  The goal now is to use E1/2 vs Ag/AgNO3 as a basis for future measurements, where we will arbitrarily set E1/2 of the Fc/Fc+ couple to 0 mV vs reference.  Often it is easier to understand this arbitrary potential axis shifting with figures.
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3.3Addition of Internal Standard to System Under Study

It is not always practical to always have your internal standard in solution (review considerations in section 2); but for illustrative purposes, let's consider exactly this case.  If adding internal standard directly to your analyte is feasible for your research, do it and make your data manipulation easier.
The combined cyclic voltammogram of A and ferrocene helps visualize how to adjust the potential axis to that of an internal standard:

Figure 3. Simulated Cyclic Voltammogram of Species A and Ferrocene Using Ag/AgNO3 Reference Electrode.

Notice that in the combined cyclic voltammogram (Figure 3), the position of the internal standard Fc/Fc+ shifted 5 mV as compared to when the cyclic voltammogram of ferrocene alone was obtained (Figure 2).  For many applications, this 5 mV shift is acceptable and will carry through when the potential axis for the A/B species is adjusted.  Even though we are using simulated data here, it shows that the combined effect of multiple redox events (in this case, across two independent redox species) has a real effect in the observed dynamics of their combined cyclic voltammogram.  The electrode|solution interface is highly sensitive to changes in fractional concentrations of species, their diffusion coefficients, and the hetergeneous rates associated with each process.
At this point, all data in the cyclic voltammogram (Figure 3) are referenced to potential vs. Ag/AgNO3.   When referencing cyclic voltammetry data vs. internal standard, arbitrarily set the E1/2 of the internal standard to 0 V. As shown above (Figure 3), E1/2 of ferrocene is +221 mV vs. Ag/AgNO3; therefore, subtract 221 mV from all points:

Figure 4. Adjustment of Potential Axis Relative to Internal Standard (Ferrocene).

Now, E1/2 for the Fc/Fc+ redox couple is at 0 mV, and the E1/2 for the A/B redox couple can be reported vs. Fc/Fc+. To achieve this, you can either:
  • If your electrochemical software includes handy tools, use them to adjust the axis.  In AfterMath Electrochemical Studio AfterMath User Guide , subtract 221 mV from all x-data (right-click trace, Apply Transform > Basic Math Operations)
  • Export your data and manually adjust the potential axis by subtracting 221 mV from each point
Did you know?
AfterMath Electrochemical studio is free to download and use, even for data you acquired on a different potentiostat. Give it a try today!
That's it! Now, the cyclic voltammogram for the A/B redox species is plotted with the potential axis vs. Fc/Fc+ (see Figure 5):

Figure 5. Cyclic Voltammogram of Redox Species A/B vs. Fc/Fc+.

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4Adding Internal Standard Pre/Post Analysis

As mentioned, sometimes you cannot directly add the internal standard to solution and have it present at all times (see Section 2).  In this case, a good practice is to obtain a reliable E1/2 for the internal standard separately (see section 3.2 and Figure 2), and adjust the potential axis of your studies afterwards during post-processing of recently acquired data.
Many have things to say about this.  Many have asked questions about its validity.  Commonly with electrochemical experiments, folks will argue over the purity of a measurement, its reproducibility, and it's validity longer than it takes to actually make the measurement.  We like the phrase "theory guides, experiment decides."  Our recommendation is to do what you need to do, reporting all details, and resolve any concerns as you go.  Always save your raw data vs. the reference used, and consider how your working electrode could be changing over time (e.g., adsoprtion) and how that could affect post-processing potential axes corrections.  Even though we are using simulated data that may not include all the subtle aberrations so common in real electrochemical experiments, have some confidence that many people have "sprinkled in some ferrocene after the fact" and adjusted their potential axis to this internal standard, so it is a valid approach:

Figure 6. Cyclic Voltammogram of Species A/B vs. Fc/Fc+.

The best case scenario is to include the internal standard and have it always present, whenever possible.  This way, if the peak potentials of the internal standard drift and change overtime, so shall your potential axes correction.
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