Engineering case study · 2022

Wind Load & Pedestrian Comfort

Eight directional wind cases turned one urban CFD model into two design outputs: a facade pressure envelope and an annual comfort-risk map.

Role: CFD analysis & technical reporting Tools: ANSYS CFD · CAD Project: Anonymized mixed-use development

The original project and approval identities have been removed. The 2022 simulations were not rerun for this portfolio edition; current standards and design assumptions require confirmation before construction use.

Three-dimensional CFD overview of an anonymized multi-building development with wind pressure contours
Urban CFD model · eight directional wind cases
8Wind directions
40MMesh cells
17Comfort zones
5Evaluation heights
−1.40Minimum kPa
181Equivalent days
01 The brief

One model had to answer two different wind questions.

The facade needed an extreme pressure envelope for building-envelope development. People at entrances, passages, vehicle routes, and terraces needed a probability-based picture of everyday exposure.

Structural question

Which positive pressure and suction should govern each facade zone after all eight wind directions are considered?

Human question

Where does the urban form accelerate wind often enough to create recurring discomfort?

Model scope

The complete development, surrounding buildings, an extended flow domain, and occupied zones at five elevations.

My role

Prepare the geometry and CFD model, establish the directional inputs, interpret pressure and velocity fields, and document the design response.

Three views showing the surrounding urban context, full development geometry, and detailed building model
From urban context to CFD-ready development geometry
02 Decision path

The useful result came from a chain of decisions, not one contour.

Climate, geometry, numerical resolution, and exposure were kept connected so each output could be traced back to a documented assumption.

  1. Represent the urban context

    What changes the wind before it reaches the site?

    Nearby buildings were retained where they could shield the development, accelerate flow through passages, or alter the wake.

    Output · One mesh-ready model for the project and its relevant surroundings.

  2. Separate the climate by direction

    Is one wind speed enough?

    No. Wind frequency and power information were used to derive a mean speed for north, northeast, east, southeast, south, southwest, west, and northwest.

    Output · Eight climate conditions instead of one generic site input.

  3. Create the extreme design cases

    How should rare wind events enter the model?

    A Rayleigh method converted each directional climate into a documented 50-year design speed. Applied values ranged from 20.00 to 28.10 m/s at 10 m.

    Output · A direction-specific extreme input for every compass case.

  4. Resolve the places where gradients matter

    Where can the mesh change the answer?

    Approximately 40 million tetrahedral cells were concentrated near facades, edges, the ground, and occupied zones, with a coarser outer domain.

    Output · Practical domain size with local resolution around design-critical geometry.

  5. Envelope facade pressure

    Which direction governs each surface?

    The highest positive pressure and most severe suction were selected independently at every facade zone across all eight simulations.

    Output · A zone-by-zone pressure schedule from −1.40 to +0.90 kPa.

  6. Convert velocity into annual exposure

    How often does local acceleration matter?

    Local mean velocity in each comfort zone was combined with directional wind frequency and the source study's 6 m/s discomfort threshold.

    Output · Equivalent uncomfortable days per year for 17 zones on five horizontal planes.

  7. Prioritize by consequence

    Where should design effort go first?

    The exposed JKLMN entrance and the repeated ground-level corridors ranked above naturally protected upper terraces.

    Output · A mitigation sequence tied to entrances, circulation, and occupied edges.

Bar chart comparing mean and applied 50-year design wind speeds for eight compass directions
Directional mean and applied 50-year design wind speeds at 10 m
Four views of the complete CFD domain and local mesh refinement around the buildings and ground plane
Extended domain with local refinement around facades, edges, and occupied elevations
03 Facade pressure

The governing direction changed from zone to zone.

A single windward-versus-leeward diagram would have hidden the real load pattern. Corners, roof edges, returns, and recesses moved the controlling case around the development.

Governing suction

−1.40 kPa

Block A · zone GD1

Governing positive pressure

+0.90 kPa

Block C · zone GB4

Range chart showing minimum suction and maximum positive facade pressure for Blocks A through N
Tabulated facade-zone pressure envelope by building
Four CFD contour views showing maximum and minimum pressure on the east and west sides of Block A
Selected positive-pressure and suction contours · Block A
Engineering meaning The envelope needs both signs of pressure and the zone that each value belongs to.

The scheduled values are useful for facade development only when they remain connected to current elevations, tributary areas, internal-pressure assumptions, load combinations, and the governing code edition.

04 Human exposure

The entrance carried almost seven times the exposure of the best terraces.

The same development produced sharply different outcomes. Ground-level entrances and passages concentrated flow, while upper terraces benefited from shielding and local geometry.

Horizontal bar chart ranking 17 occupied zones by equivalent uncomfortable days per year
Annual discomfort risk by occupied zone

Highest exposure

ZoneDays/year
JKLMN ground entrance181
Passage between A–B121
JKLMN Level 2 routes118

Lowest exposure

ZoneDays/year
Terrace between A–B27
Terrace between B–C27
Terraces between C–E33
Plans showing 17 pedestrian comfort zones evaluated at five heights across the development
Seventeen occupied zones evaluated at 1.0, 7.0, 13.5, 19.5, and 25.5 m
Northeast-wind CFD velocity fields at five elevations
Northeast wind · most frequent direction
Southwest-wind CFD velocity fields at five elevations
Southwest wind · strongest mean and design input
05 Design response

Interrupt the wind corridors without creating a new one.

The source study pointed to porous, staggered, and planted interventions rather than one solid barrier. The goal is to reduce local acceleration while preserving access, visibility, and useful shielding.

Start at the JKLMN entranceIt combines the highest annual exposure with pedestrian and vehicle movement.
Break up the A–E corridorsUse porous screens, planted barriers, staggered walls, or a coordinated combination.
Test southwest firstIt governs several local peaks, including 10–11 m/s in the highest-risk zones.
Protect occupied terrace edgesAdd perimeter measures where a more demanding comfort target is required.
Keep useful shieldingDo not remove geometry that already protects the lowest-exposure upper terraces.
Rerun every directionA local fix must not transfer acceleration to the next entrance, terrace, or facade corner.
Governing insight The ranking mattered more than the picture.

Once local velocity was combined with wind frequency, the model became a design-priority map: entrance first, circulation corridors next, protected terraces last.

06 What comes next

The study found the priorities. A validated update would close the design loop.

The portfolio edition preserves the original calculations and makes their limits explicit. A current design-stage study should now test sensitivity, compliance, and the proposed mitigation.

Mesh independenceShow that facade pressures and comfort rankings remain stable under practical refinement.
Convergence evidenceDocument residuals, monitor points, mass balance, and steady-state stability.
Physical validationCompare the CFD model with wind-tunnel data, site measurements, or an accepted benchmark.
Current comfort standardDistinguish sitting, standing, strolling, entrances, and gust-sensitive safety criteria.
Current facade basisConfirm code edition, load combinations, internal pressure, tributary areas, and cladding zones.
Mitigation verificationModel the shortlisted windbreak concepts under all eight directions before selection.

Professional English report

The complete engineering record.

The anonymized 2022 study has been rewritten as a focused 20-page report with the wind-climate method, CFD setup, facade schedule, comfort calculations, decision path, recommendations, and limitations.

Download PDF · 4.1 MB