
Flow Distribution and Pressure Loss
Evaluate how geometry affects flow distribution, pressure loss, recirculation, separation, and equipment performance.
COMPUTATIONAL FLUID DYNAMICS
CFD is used when flow and transport behavior control the engineering decision. M² Engineering develops fit-for-purpose models of velocity, pressure, mixing, heat transfer, and species transport so teams can compare designs, diagnose poor distribution, and evaluate operating limits before hardware is built.
APPLICATIONS
CFD becomes valuable when flow distribution, pressure loss, mixing, or transport behavior cannot be understood from system balances alone.

Evaluate how geometry affects flow distribution, pressure loss, recirculation, separation, and equipment performance.

Study how mixing, residence time, heat transfer, chemical reactions, and species transport interact inside reactive equipment.
PHENOMENA
Ordered flow where viscous effects dominate.
Unsteady mixing and transport across multiple scales.
Interaction between gases, liquids, droplets, particles, or interfaces.
Coupled flow, heat transfer, species transport, and chemical reaction.
Fluid loading and structural response influencing one another.
Flow through pumps, fans, turbines, mixers, and rotating equipment.
Phenomenon 1 of 6
PROJECT OUTPUTS
Flow, pressure, mixing, temperature, and species distributions.
Documented assumptions, boundary conditions, domain choices, and mesh strategy.
Mesh checks, numerical verification, benchmark comparisons, and validation where evidence exists.
Pressure-loss, transport, and performance comparisons across candidate designs.
Parameter studies showing sensitivities, limits, and feasible operating regions.
Clear conclusions focused on flow-driven design and operating decisions.
Deliverable 1 of 6
SERVICE FIT
Local velocity, pressure, temperature, mixing, or species fields determine the engineering decision.
Geometry, materials, operating conditions, boundary conditions, and available test or reference data.
Flow distribution, pressure loss, thermal uniformity, transport limits, and design comparison.
System-level balances dominate, detailed flow fields are unnecessary, or several physical fields interact strongly.
Describe the system, the flow behavior that needs to be understood, and the engineering decision the analysis must support. M² Engineering will determine whether CFD is the appropriate level of analysis.
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