Keywords: Chirps, Gel Point, OWCh, Epoxy
RH157
Abstract
Windowed chirps, or “Optimally Windowed Chirps (OWCh),” have recently seen so much development [1,2] that they can now be used to replace or enhance discrete frequency data for many applications. Epoxy curing reactions in particular benefit from the wealth of data generated by chirps compared to discrete frequency sweeps because the Winter-Chambon gel point [3] can be determined using the frequency spectrum from a short chirp. The following note describes the use of chirps to determine the gel point in an epoxy that lacks a clear G’/G” crossover.
The gel point is an important piece of information when characterizing an epoxy reaction. The storage modulus, G’, can be thought of as the solid-like behavior where the loss modulus, G”, is the liquid or viscous-like. The crossover, therefore, is the transition from mostly liquid-like to mostly solid-like and is used as an effective gel point. The crossover gel point is usually frequency dependent and may not occur anywhere near the true gel point. The gel point determined using the Winter-Chambon criterion [3] is observed when there is an independence of phase angle (or tan[δ]) with respect to frequency and power law relationship between modulus and frequency. There are often materials that do not have a G’/G” crossover near the point of gelation due to filler or other formulation decisions.
The crossover gel point is often used because a single frequency vs. time is all that is needed. The Winter-Chambon gel point requires the frequency dependence of the phase angle vs. time, which necessitates measuring the material at multiple different frequencies as the material cures. Discrete frequency sweeps often take too long when considering that the material itself is changing or providing too few frequencies to make the determination. The alternative would be to run multiple time sweeps at different frequencies and hope there is no variation between repeat samples. Another solution is using the multi-wave functionality, but several experimental design challenges such as an appropriate amplitude for each frequency for an appropriate number and range of frequencies, among other challenges, can make the experiment difficult.
Windowed chirps recently developed [1,2] and popularized for both strain and stress-based inputs provide a much easier experimental design with a single amplitude input and a user-selected frequency range. The Frequency Chirp experiment allows users to utilize these advancements for evolving systems such as epoxy curing and can provide a wealth of data including the true gel point as shown in this note. Frequency chirps provide the same or more data than a frequency sweep in the same time it takes to complete one cycle of the lowest frequency probed. Because the chirp is fast and provides data for many frequencies, the Winter-Chambon gel point criteria can be determined as easily as the crossover modulus gel point. Experimental design is greatly simplified over the multi-wave experiment as only a single amplitude needs to be chosen, and the experiment can utilize auto-strain for this single amplitude.
Two commercial epoxies, here named Epoxy A and Epoxy B, were measured for these experiments. Sets of 25 mm disposable aluminum ETC plates were used, and all measurements were done on a TA Instruments™ Discovery™ HR 30 Rheometer using the frequency chirp procedure.
Epoxy A and B are commercial two-part epoxies with a “set time” specified at 5 minutes. Epoxy A has a stated cure time of 1 hour. Epoxy B has a 30-minute recommended wait before handling (clamp time) and a 24-hour full cure time. Instructions for both called for mixing of equal precursor parts for 20 to 30 seconds. The mixture was applied to the 25 mm plates, trimmed, and the experiment started within 30 seconds of the mixing. Both epoxies were cured under ambient conditions 25-30 °C. A Conditioning Options segment (Figure 1) is used to control axial force and automatically adjust the strain or stress during the measurement.
Axial force can be important since the epoxy shrinks during cure so the stage will move down to keep axial force within 0.1 N of 0. This movement is done between chirps. The auto-strain will increase or decrease the strain or stress (displacement or torque) according to the limits shown in the figure to optimize data collection. Auto-strain works for both torque and strain-controlled frequency chirps.

The “Frequency Chirp” step for the Epoxy A data is shown in Figure 2. Curing epoxies are evolving systems so the isothermal frequency chirp test type is selected. This test type will loop a relaxation step and the designed chirp until the duration is reached, or another step termination condition is reached. The duration is set at 10,000 s with the intention of terminating the experiment manually. The frequency selection is 0.1 to 10 Hz primarily so that data is collected in such a way that the material doesn’t significantly change during the chirp– which, as displayed in the step, takes 10 s. The upper frequency is chosen since inertia will be dominant for higher frequencies as we will show.
A linear sweep is used for the set of frequencies that are analyzed for each chirp. Regardless of distribution or upper frequency, the chirp duration will be the same. A linear distribution with an increment of the lowest frequency (0.1 Hz) is chosen to minimize spectral leakage. Spectral leakage can become very apparent in materials where the phase angle is close to 90 or 0 at low frequencies.


The method described in Figure 1 produces a little less than one frequency chirp every 1 °C when accounting for the chirp duration, baseline, and equilibration between chirps. This chirp produces frequency content from 0.1 to 10 Hz. A select few chirps are shown in Figure 3 for each of the key regions of a thermoplastic: near the glass state (100 °C), the transitions state (110 °C, 125 °C), the rubbery plateau (150-170 °C), and the final longer chirp for the molten region (180 °C).

The data output for the frequency chirp isothermal selection for Epoxy A is shown in Figure 3A. This figure contains all the data for each chirp and at each frequency. The relevant data can be extracted by a simple transformation in TRIOS Software: Right-click the file in the File Manager, select “Transformations,” and then select “Rearrange frequency cycles into temperature sweeps” (Figure 4). This data in Figure 3B shows all frequencies in the chirps converging to a near single point at 710 s then diverging as the material cures. The noise at the start of the experiment is due to inertia being dominant when the material is uncured for the high frequency signals. As the material cures, the inertia becomes minor and smooth data is observed. These data are also noisy because the storage modulus for a near Newtonian liquid is very low and any noise in the phase angle causes an apparent large change in the storage modulus. The loss modulus at this point is the dominant signal and is not noisy.
A few of the frequencies from 3B are shown in Figure 5A for clarity. These 5 frequencies span the entire frequency range of the chirp. Figure 5A has the inertial noise at the highest frequency labelled as well as the Winter-Chambon gel point. The moduli in Figure 5B also show power law dependence with frequency while tan(δ) is independent, which fit the Winter-Chambon criterion [3]. This gel point is somewhat close to the “set time” for this epoxy specified as 300 s by the manufacturer.

Figure 5A shows why the Winter-Chambon criterion is critically important for this sample. There are no modulus crossover points except for the lowest frequency shown (0.1 Hz, 0.628 rad/s). Crossover points occur where G’ and G” are equal, which is also observed when the phase angle is 45° (horizontal dashed line in Figure 5B). Frequencies at 0.5 Hz, or 3.14 rad/s, and above increase in modulus but never cross within this experiment so no effective gel point can be obtained from a crossover. Further, there are multiple crossover points for 0.1 Hz (0.628 rad/s). One crossover occurs near the gel point and another hundreds of seconds later. An unambiguous gel point is necessary to determine kinetics for optimizing component ratios and curing under different environmental conditions. The Winter-Chambon gel point is the only unambiguous gel point obtainable for these materials.
Epoxy B curing over time is shown in Figure 6 with frequencies distinguished by color and variable by line style. Epoxy B had some similarities to Epoxy A. The material was a weak and nearly Newtonian fluid with a phase angle close to 90° shortly after mixing. The material showed a dramatically increasing modulus and decreasing phase angle within a few hundred seconds after mixing.
No modulus crossover was observed within 6,000 s at any frequency. While the material showed a significant rise in modulus, the loss modulus remained dominant throughout the experiment. The Winter-Chambon gel point was observed much later for Epoxy B and there was a much less sudden transition to and through the gel point relative to Epoxy A. The phase angle converges very slowly over hundreds of seconds and appears to reach a plateau in phase angle vs. frequency (Figure 7) around 2279 seconds. The gel point occurs after the material has significantly stiffened. The gel point for Epoxy A is more in line with the “clamp time” of 1800 s specified by the manufacturer for Epoxy B, while the gel point for Epoxy A is close to the “set time” specified by the manufacturer.


Chirps also offer a view in the complex viscosity vs. time. Both materials start out as weak Newtonian-like fluids. Newtonian fluids have a constant viscosity with shear rate and 90° phase angle. The complex viscosity is the complex modulus (G*) normalized by the angular frequency. These parameters are simply a replotting of the same data obtained from the chirp experiments in Figures 3A and 6 for each epoxy. Often this complex viscosity is the same as the flow viscosity, an observation known as the Cox-Merz rule [4]. As the epoxies react and form larger networks, they transition from a Newtonian-like material to viscoelastic and their viscosity becomes shear dependent.
Figure 8 shows the complex viscosities’ transition from frequency independent where all frequencies have approximately the same complex viscosity to frequency dependent where each frequency has a different evolution of the complex viscosity over time as the material stiffens. While the Winter-Chambon gel point must be used for these materials instead of the modulus crossover, the point where the material deviates from Newtonian-like behavior also marks a unique and frequency-independent point to characterize these materials.

The Winter-Chambon gel point provides a unique frequency independent and definitive gel point, even when there is no modulus crossover. The data required to determine the Winter-Chambon gel point can be difficult to obtain using discrete frequency sweeps or multi-wave experiments, but recent advances in windowed chirps allow for facile determination using a large set of frequencies that can be obtained in the same time it takes for a single cycle of the lowest frequency. The point where complex viscosity at multiple frequencies deviates from a single value also shows the unique transition of the material from Newtonian-like to viscoelastic and can be acquired easily using fast frequency chirps.
References
- Geri, M., et al., Phys. Rev. X 8, 041042, 2018
- Hudson-Kershaw, R. et al., M., J. Non-Newton. Fluid Mech, 333, 105307, 2024
- Chambon F., et al., J. Rheol. 31, 683–697, 1987
- W.P. Cox and E.H. Merz, Journal of Polymer Science, 28, 619 (1958).
Acknowledgement
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TA Instruments, Discovery, and TRIOS are trademarks of Waters Technologies Corporation.
This paper was written by Kevin Whitcomb Ph.D., Principal Application Scientist at TA Instruments.
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