Rheology is Maza: Unveiling the Secrets of Flowing Rangoli Colors

Part of our Rheology is Fun series! This month, we’re celebrating Diwali so Rheology is Maza – fun in Hindi.

Behbood Abedi
October 28, 2024

Powders are a big part of everyday life, from baking and laundry to cosmetics and pharmaceuticals. Understanding powder rheology—how powders flow and deform—is crucial for optimizing their use in various applications. This knowledge helps industries maintain consistency and product quality.

The Great Powder Showdown: Flow Adventures!

First up, we tested how well these powders could be compressed (see Fig. 1). It was fascinating to watch the blue and red powders compress almost twice as much as the white and yellow ones. These differences were noticeable when we pressed the powder on our rangoli designs, too. The green powder? It landed somewhere in between, not wanting to pick sides.

Next, we measured the flow function of these powders (See Fig. 2). The flow function reveals how easily a powder can flow and be processed under relatively high stress. Here’s what we discovered:

• White and yellow Powders: These powders are right on the edge of easy and free-flowing. They will flow smoothly from the squeeze bottle without any hiccups.
• Blue and Red Powders: These powders are a bit more stubborn. Their flow function is on the border of easy-flowing and cohesive flow, meaning they’ll have a tougher time flowing from the squeeze bottle.

We also looked at the unconfined yield strength of these powders. This tells us how well the powders can resist forces like the wind. The blue and red powders showed twice the yield strength of the white and yellow ones. So, if you’re working on your rangoli outside in a windy area and pressing your powders down onto your design, the blue and red ones will hold their ground better.

From our SEM images (Fig. 3), we saw that coloring process with pigments not only altered the appearance of the blue powder but also modified its physical properties. The blue powder is made up of smaller particles than the white and has smoother, rounder surfaces. This change wasn’t just cosmetic—these tiny particles, with higher surface area to volume ratio, significantly boosted the blue powder’s compressibility and cohesion, which we saw earlier in Figures 1 and 2. It’s amazing how a bit of pigment, some shaking, and drying can dramatically change the rheology of a powder!

In summary, our curiosity about the rheology of rangoli powders revealed some cool insights into how rangoli powders behave under distinct flow conditions. Whether you’re looking for easy flow or better resistance to wind, now you know which powders to pick.

The Curious Case of Turmeric and Green Powder: A Rangoli Revelation

Sometimes, very different powders can surprise us with similar traits. Take turmeric, for example – a popular choice for rangoli. Despite looking finer and lighter than the rangoli powders we used, turmeric interestingly shares the same flow function value as the green powder (See Fig. 4).

Why, you ask? Well, turmeric can be compressed twice as much as the green powder (see Fig. 5), likely boosting its cohesion under higher stress. When we examined the powders using SEM (see Fig. 6), we noticed that both powders had a lot of small debris, which can affect their cohesion and flowability when compacted.

However, when it comes to unconfined and confined flow energy—where the powders aren’t under high stress – the green powder’s flow energy is significantly higher than turmeric’s (See Fig. 7). This could be due to several factors, including the rounder surface of turmeric compared to the rougher surface of the green powder.

So, while turmeric and green powder may look and feel different, they can behave quite similarly under certain conditions. When you flow these two powders from a squeeze bottle, you experience the same flowability. However, when you spread them on the surface to create designs with your brush or finger, turmeric flows much more easily. It’s a fascinating reminder that appearances can be deceiving, especially in the world of powders!

As we dive into the festive spirit of Diwali, the art of rangoli brings a playful twist to powder rheology. Whether it’s the smooth flow of white powder or the stubbornness of blue powder, each has its unique charm and challenges.

However, in industrial settings, these properties are more than just fascinating – they’re critical. So, whether you’re spreading turmeric for a beautiful rangoli or ensuring the consistency of a pharmaceutical product, understanding powder rheology is key. It’s a fascinating blend of art and science that keeps both our celebrations and industries running smoothly.

Linear Viscoelastic Region: Why It’s Crucial in Materials Testing

Keith Coasey | Morgan Ulrich
September 9, 2024

Our world is brimming with viscoelastic materials: The dough you knead before baking a fresh loaf, the Silly Putty your toddler slaps against the wall, the rubber gaskets that create an airtight seal on an airplane door. Testing those materials by applying controlled deformations (strains) or forces (stresses) at various timescales, temperatures, and/or humidities allows for the optimization of properties and ensures durability and safety. Only through specialized tools in a lab setting can researchers thoroughly characterize (and thus predict in the real world) an essential material property: the linear viscoelastic region.

What is the Linear Viscoelastic Region (LVR)?

In scientific terms, it’s the linear relationship between the complex stress put on a material and the overall magnitude of deformation (strain), which remains linear at relatively low strains. At strains/stresses that extent beyond the LVR, the relationship becomes nonlinear, with the stress typically increasing less with additional strain, indicative of the onset of network failure. A complex liquid will have a larger LVR than a brittle solid which typically fails at lower strains. In simpler terms, it’s the range in which a material predictably reacts (and can return to its original form) under different amounts of strain/stress.

Think of a rubber band. Pull it gently before letting go, and it will return to its original, relaxed state. Stretch it more and more, and it will still return to form – up to a point. Eventually, you might see a slight tear or a color change when it relaxes. Pull hard enough, and the band will snap altogether. Once you have materially changed the band’s properties, you’ve left the linear viscoelastic region and entered its “critical strain” — the threshold at which the material’s molecular structure fundamentally changes.

Characteristics of the Linear Viscoelastic Region

Determining the LVR should be one of the first steps when studying or testing viscoelastic materials. The LVR is a function of temperature, humidity, and the rate of the deformation. Generally, the LVR increases with increasing temperature, so once the LVR is characterized at a single deformation rate at a specific temperature, the temperature can be increased without exceeding the critical strain.

There are two ways to consider the LVR and its relation to strain/stress. First, when a material is within the LVR, the force (stress) required to deform the material increases or decreases in a fashion relative to the extent deformation. Once stretched beyond the critical deformation, it requires increasingly less additional force to achieve incrementally higher deformations. In another case, if considering hanging weights from a spring or rubber band, one is applying stress (force) in the form of weight in order to deform the sample. Within the LVR, if the weight is incrementally increased, the spring or rubber band will elongate in proportion to the weight. Once beyond the critical strain (which corresponds to a critical stress), the spring or rubber band starts to elongate more and more with each additional unit of stress/weight.

Figure 1: Stress vs strain in an oscillation strain sweep experiment on polystyrene at 250 °C and 1 Hz. The critical strain is marked on the plot.

Say you’re developing a delicious new yogurt (itself, a viscoelastic material). But you know that the trucks headed to deliver that yogurt will traverse bumpy roads. You’ll need to test how that yogurt reacts under all of that shaking (gravitational forces). If the network structure of the yogurt is too weak, in the sense that the end of the LVR corresponds to low strains or stresses relative to those experienced in the truck, then the yogurt network structure will be disrupted. Rather than having a continuous creamy texture, the yogurt can be broken up into separate chunks, sometimes with separated liquid, and in essence more akin to the texture of cottage cheese than yogurt.

Understanding the characteristics within the yogurt’s LVR helps not only formulate a yogurt that is mechanically robust enough for transport, but also still has a texture/viscoelasticity that is favorable to eat. Eating creates its own characteristic stresses and deformations in the mouth, which need to be accounted for (Who would want to eat chewy yogurt?).

Why is the Linear Viscoelastic Region Crucial in Materials Testing?

Think of the LVR as a set of guardrails. When you use too much stress, you’ll cross the critical strain threshold and irrevocably change its structure. Add too little stress, though, and you end up with noisy data. Staying within the LVR during dynamic (oscillatory) mechanical testing allows for the ideal probing of the sample in a quasi-equilibrium state; where its mechanical structure can be probed at a variety of conditions such as at various temperatures (mimicking real-world conditions), without disrupting destroying the sample structure mechanically and with excellent data resolution/reproducibility.

The LVR is also essential in understanding the complete rheological characteristics of a material (how it flows through the environment around it). Practically, this helps manufacturers and product researchers choose, replace, or refine the materials they need before full-scale production begins.

How to Determine a Material’s Linear Viscoelastic Region

Three variables will change the LVR of any material: Temperature, humidity, and the rate of deformation (frequency). A piece of rubber pulled in sub-freezing weather 1,000 times will react differently than one pulled twice on a humid August afternoon.

Because our environment (and how we use materials) constantly changes, there are two accurate methods to determine LVR.

1. Experimental: Specialized lab equipment like a dynamic mechanical analyzer (DMA) which is primarily for solids or a rheometer which primarily deals with liquids, provide precise data to determine the LVR. These instruments can change temperature, humidity, and stress levels—efficiently repeating a cycle thousands of times.
2. Analytical: Because the LVR is, by its nature, linear, you can accurately model it using math (software like TA Instrument’s TRIOS, makes this process easier). Leverage this information back in the lab, and you often don’t need to discern the exact critical strain of a material. Once you know the LVR, you can stick within that threshold. Conversely, the analytical approach models the minuscule stress and strain data at the range’s bottom end, meaning you don’t need to waste lab time gathering that data.

LVR in the Real World: Top Industries & Applications

When you’re on the 60th floor of a skyscraper or swallowing a Vitamin D supplement, you rely on the predictable viscoelasticity of materials all around (and inside!) you. That’s why you will find LVR testing is crucial in a vast array of industries, including:

Polymer and Plastics: Both materials are in products we use every day (probably even every hour). Knowing when and how they fail–and, for sustainability purposes, how they will react when they’re recycled–requires determining their LVR in a lab setting. With knowledge of the LVR, temperature ramps can be performed on polymers, effectively characterizing glass transitions (softening points), mechanically properties through thermal transitions (melting, crystallization), and properties such as crosslink density (essential for cured materials and rubbers – UV curable materials, epoxy, etc.)

Pharmaceuticals and Food: Your body itself is a viscoelastic structure, and so are the methods and materials used to keep it at its healthiest. From the capsule of a pill to plant oil emulsions that could replace saturated fat–understanding a material’s properties makes for an overall better quality of life. The LVR can give knowledge of the yield stress of a therapeutic cream and therefore its shelf life, or similarly the yield stress of a yogurt.

Construction: Cement is a fantastic example of a viscoelastic material that changes states due to time and temperature. The building you are in – right now – has not collapsed because researchers know how durable and stable its materials are over time and under stress. The LVR can be an effective characterization tool for paints which help maximize building material lifetime (critical for combating mold, UV, humidity, corrosion), with the LVR again characterizing shelf stability through the yield stress. The LVR can also help characterize the durability of composite materials commonly used in flooring, ceilings, and benchtops.

Conclusion: Materials Innovation Starts in the Lab

The world simply works better because we understand (and can innovate) viscoelastic materials: From the soap that morphs into foam when pumped from a bottle to the way a vaccine exits a syringe. These advances, however trivial or monumental, only happen because of research in the lab. Just like you can’t sprint before learning to crawl, you can’t make your product safer, healthier, lighter, cheaper, or more durable without understanding its linear viscoelastic region. If viscoelastic materials are building blocks to a better world, then the LVR is a building block to creating better versions of those materials. Contact TA Instruments for expert guidance in testing and optimizing your materials.

Thermal Analysis in Pharmaceutical Research, Development, and Quality Control

Monika Schennen | Julienne Regele | Calliste Scholl | Morgan Ulrich
April 18, 2024

What is Thermal Analysis?

Thermogravimetric Analysis: Capturing the Interactions Between Temperature and Material Weight

Differential Scanning Calorimetry: Capturing Material Temperature Changes in Response to Environmental Temperature

Sorption Analysis: Capturing the Interaction of Materials and Solvents

Thermal Analysis: an Essential Method in the Pharmaceutical Industry

References and Further Reading:

1. Mikulic, M. (2023). Global pharmaceutical industry – statistics & facts. Statista. Available at: https://www.statista.com/topics/1764/global-pharmaceutical-industry/#topicOverview (Accessed on 01 October 2023).
2. Stodghill, SP. (2010). Thermal Analysis – A Review of Techniques and Applications in the Pharmaceutical Sciences. American Pharmaceutical Review. Available at: https://www.americanpharmaceuticalreview.com/Featured-Articles/36776-Thermal-Analysis-A-Review-of-Techniques-and-Applications-in-the-Pharmaceutical-Sciences/
3. Duncan, QM., et al. (2006). Thermal Analysis of Pharmaceuticals. CRC Press: Taylor & Francis Group.
4. TA Instruments. [Webinar] Thermal Analysis in the Pharmaceutical Industry: Use of TGA, SA, and DSC in Research, Development, and Quality Control. Available at: https://www.tainstruments.com/thermal-analysis-in-the-pharmaceutical-industry-use-of-tga-sa-and-dsc-in-research-development-and-quality-control/ (Accessed on 03 October 2023).
5. CEM Corporation. (2021). Moisture Analysis in the Pharmaceutical Industry. AZoM. Available at: https://www.azom.com/article.aspx?ArticleID=18029 (Accessed on 03 October 2023).

如何改善基因治疗的发展

Neil Demarse | Morgan Ulrich
May 09, 2022

差示扫描量热仪

TA Instruments – Nano DSC

参比平台:

1. The White House Archives, President George W. Bush (2008). https://georgewbush-whitehouse.archives.gov/infocus/bushrecord/factsheets/stemcells.html, Accessed April 2022
2. Chiu, M. H., & Prenner, E. J. (2011). Differential scanning calorimetry : An characterization of macromolecules and their interactions. J Pharm Bioall Sci, 3(1), 39–59. https://doi.org/10.4103/0975-7406.76463
3. TA Instruments (2022) Nano DSC, https://www.tainstruments.com/wp-content/uploads/Nano_DSC.pdf, accessed April 2022

用于新产品开发或仿制药的 外用药流变学

Morgan Ulrich | Sarah Cotts
May 02, 2022

FDA 关于外用药物的规定

流变仪系列要求

Discovery 混合型流变仪

参比平台:

1. FDA (2022) Topical Drug Products, https://www.fda.gov/inspections-compliance-enforcement-and-criminal-investigations/inspection-guides/topical-drug-products-794, accessed April 2022
2. FDA (2017) In Vitro Bioequivalence Data for a Topical Product: Chemistry Review Perspective, https://www.fda.gov/media/110379/download, accessed April 2022
3. TA Instruments (2022) Hybrid Rheometers, https://www.tainstruments.com/products/rheology/discovery-hybrid-rheometers/, accessed January 2022

什么是差示扫描量热分析？

Gray Slough
February 7, 2022

差示扫描量热仪

DSC 应用

DSC仪器

参考资料

1. Gill, P., Moghadam, T. T., & Ranjbar, B. (2010). Differential Scanning Calorimetry Techniques: Applications in Biology and Nanoscience. Journal of Biomolecular Techniques, 21(4), 167–193.
2. TA Instruments (2021), Electrolyte Researchers Work to Creatively Solve Energy-Related Challenges, https://www.tainstruments.com/electrolyte-researchers-work-to-creatively-solve-energy-related-challenges-sign-up/, accessed January 2022