If you work with industrial mixers, you know the frustration of a batch that just won't come out right. Maybe the ingredients aren't blending fully, leaving clumps in the corners of the tank. Maybe the texture varies wildly from one run to the next.
When faced with these issues, it is easy to blame the hardware:
But often the real culprit lies in the fluid's physics.
Poor mixing results frequently stem from a misunderstanding of how materials behave under stress. Specifically, the relationship between shear rate and viscosity is the invisible force dictating the success or failure of your process.
These two variables determine how much energy your agitator needs, how the fluid moves, and whether you are actually mixing or just spinning a wheel in the mud. By understanding these concepts, you can diagnose inefficiencies and optimize your equipment for better, more predictable outcomes.
To optimize a mixing process, you first need to understand the language of fluid dynamics. While these terms are often used interchangeably on the plant floor, they represent distinct physical properties.
Shear rate is a measure of how quickly fluid layers move past one another. In an industrial agitator, the fluid right next to the impeller blade moves at a high velocity, while the fluid near the tank wall is relatively stationary. The difference in velocity between these points creates a gradient.
Think of it as the intensity of the "push" the agitator gives the liquid. A high-speed disperser creates an incredibly high shear rate, tearing apart agglomerates. A slow-moving anchor impeller creates a low shear rate, gently folding the material. Understanding shear rate rheology is key because it dictates how much mechanical energy is transferred into the product.
Viscosity is the measure of a fluid’s resistance to flow. It is the internal friction of the liquid.
Water has low viscosity; honey has high viscosity.
However, in industrial processing, viscosity is rarely a single, static number. It changes with temperature, pressure, and, most importantly, how hard you agitate it.
This is where the distinction between viscosity vs. shear rate becomes important to closely look at:
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For example: Many fluids are "shear-thinning" (pseudoplastic). They seem thick when sitting in the tank, but as soon as the high-viscosity agitator turns on and applies shear forces, they thin and become easier to pump. If you size your motor based on the resting viscosity rather than the process viscosity, you might end up with equipment that is drastically oversized and inefficient. |
The interaction between your fluid's thickness and the speed of your mixer dictates the flow regime. This regime, whether laminar, turbulent, or transitional, changes how the agitator performs.
When mixing viscous liquids, maintaining a turbulent flow is difficult. As viscosity increases, the flow tends to become laminar. In a laminar regime, the fluid moves in smooth, parallel layers without mixing chaotically. Momentum from the impeller dies out quickly.
If you try to mix a high-viscosity polymer with a propeller designed for water, the impeller will just bore a hole in the center of the tank, leaving the rest of the product stagnant.
The relationship between fluid shear stress and impeller speed directly impacts power draw. In high-viscosity applications, a small increase in viscosity can lead to a massive spike in torque requirements.
If the shear rate isn't high enough to reduce the viscosity of a shear-thinning fluid, the motor may trip, or the process time may extend indefinitely because the fluid isn't moving enough to blend.
Different impellers are designed to impart different balances of flow and shear.
When the relationship between the machine and the material is mismatched, specific problems arise. Identifying these can help you backtrack to the root cause.
The most common issue in mixing high-viscosity fluids is the "cavern" effect. This happens when a high-speed impeller spins in a shear-thinning fluid. The fluid near the blade thins out and moves well, but the fluid at the tank wall remains thick and static.
This creates a dead zone where ingredients never get incorporated. This is a classic symptom of ignoring the viscosity of fluids in relation to the impeller diameter.
If you are trying to disperse a pigment or powder, you need a specific level of shear stress to break the particles apart. If the viscosity is too low, the fluid might just move out of the way of the blade without absorbing the energy needed to break the agglomerates.
Conversely, if the shear viscosity vs. shear rate curve isn't understood, you might over-shear a shear-sensitive product, damaging polymers or breaking delicate emulsions.
Non-Newtonian fluids are sensitive.
If Operator A runs the mixer at 50 RPM and Operator B runs it at 60 RPM, the fluid's viscosity during the process could be significantly different.
This leads to inconsistent reaction rates, varying cooling times, and final products that differ in texture or stability.
Optimizing your process doesn't always mean buying a new tank. Often, it means adjusting your parameters to match the physics of the fluid.
If you are dealing with a shear-thinning product, you might need a dual-shaft mixer.
One shaft provides a high shear mixing technique to disperse solids, while a second, low-speed anchor shaft ensures bulk flow and heat transfer at the walls. This hybrid approach respects both the need for shear and the challenges of high viscosity.
Not every problem is solved with more power.
Operators and engineers should look for tell-tale signals:
By monitoring these signs, you can adjust speeds to maintain the correct shear rate for the current stage of the process.
Mixing is an energy transfer process. Shear rate controls how that energy is applied to the fluid, while viscosity controls how the fluid responds to that energy. If you treat viscosity as a static number on a spec sheet, you are only seeing half the picture.
By analyzing the specific relationship between shear rate and viscosity in your application, you move from guesswork to engineering. Whether you are blending simple paints or complex chemical reactions, applying these concepts leads to more predictable, efficient, and higher-quality mixing outcomes.
At MXD Process, we provide the technical expertise required to manage the intricacies of fluid mixing. Our approach focuses on the data-driven relationship between viscosity and shear rate, ensuring your equipment is engineered for specific operational demands.
By integrating advanced technology with proven industrial principles, we help organizations optimize their mixing performance and maintain process consistency. Contact our engineering team to discuss how we can support your technical requirements.