Skip to main content

Posts

Showing posts from August, 2026

Discrete Event Simulation vs CFD

Both are called "simulation," both run on a computer, and both can produce a convincing-looking animation - which is exactly why they get confused. But discrete event simulation (DES) and Computational Fluid Dynamics (CFD) answer fundamentally different questions about fundamentally different things. One tracks entities moving through queues and resources; the other resolves how a continuous physical field - air, heat, a fluid - behaves in space. Picking the wrong one doesn't just waste a modelling effort, it can produce a confident, detailed answer to a question nobody actually asked. Key takeaways DES models discrete entities flowing through queues and resources; CFD models continuous physical fields like air, heat and fluid. The right question to ask first is "what is actually flowing here - things, or a continuum?" Neither method is more accurate in general - each is accurate for the specific question it's built to answer. Hybrid approaches exi...

Discrete Event Simulation in AnyLogic: A Practical Introduction

A new production line, a redesigned emergency department, a busier warehouse - before any of these get built or changed in reality, there's a cheaper question worth asking: what happens to queues, wait times and resource use if this process runs the way we're planning? Discrete event simulation (DES) answers that by modelling entities - patients, parts, orders, customers - as they flow through a sequence of steps, queues and resources over simulated time. AnyLogic is one of the most widely used platforms for building these models, and this is a practical starting point for understanding how. Key takeaways DES models entities moving through queues, resources and processing steps - it's a natural fit for manufacturing, logistics, healthcare and service operations. AnyLogic's Process Modeling Library provides pre-built blocks (Source, Queue, Seize, Delay, Release, Sink) that map directly onto real process steps. A model is only useful once validated against real h...

Pedestrian Wind Comfort Analysis Using CFD

CFD Analysis Wind Engineering ~9 min read A plaza that looks perfectly sheltered in a rendering can turn into a place where doors won't open and umbrellas turn inside out - not because anyone designed it that way, but because a nearby tower deflects wind straight down to the ground exactly where people are meant to sit. Pedestrian wind comfort analysis using CFD is how engineers catch that outcome before construction, modelling how a building's specific shape reshapes the wind field at the one height that actually matters: the ground, where people are. Key takeaways Tall buildings create downwash, corner acceleration and venturi effects that plain intuition rarely predicts correctly. Comfort is assessed against how often, not just how much, a wind threshold is exceeded - frequency matters as much as peak speed. Studies typically test 16 wind directions weighted by local directional wind frequency, not just the worst-case gust. Podiums, canopies, screens and landsc...

CFD-Based Urban Heat Island Analysis

Drive from open countryside into a city centre on a summer evening and the temperature change is often noticeable without checking a thermometer - pavement and buildings that soaked up heat all day are still radiating it back long after sunset, while the surrounding rural land has already cooled. That gap is the urban heat island effect , and while its existence is well documented at the city scale, the specific question a design team actually needs answered - how much hotter will this particular street, block or courtyard get, and what would actually cool it down - requires more than a general statistic. That's what CFD-based urban heat island analysis is built to answer. Table of Contents What Is the Urban Heat Island Effect? Why General Statistics Aren't Enough for Design How CFD Models the Urban Heat Island Key Factors CFD Evaluates How a CFD-Based UHI Study Works Mitigation Strategies CFD Helps Test Common Mistakes FAQ What Is the Urban Heat Island Effect...

Urban Climate Analysis Using CFD: Assessing Wind Flow, Heat Islands and Outdoor Thermal Comfort

Two masterplans can have identical floor area ratios and still produce completely different street-level experiences - one where the plaza is windswept and unusable half the year, the other where a shaded seating area stays comfortable through a hot afternoon. That difference isn't decided by the massing diagram alone; it's decided by how wind, heat and shade actually interact with the specific building forms, street widths and surface materials chosen. Urban climate CFD is what lets designers see that interaction before it's built - modelling pedestrian wind comfort, urban heat island effects and outdoor thermal comfort together, at the scale where these decisions actually get made. Table of Contents What Is Urban Climate CFD? Assessing Pedestrian Wind Comfort Assessing the Urban Heat Island Effect Outdoor Thermal Comfort: Bringing It Together How an Urban Climate CFD Study Works Design Strategies It Helps Refine Common Mistakes FAQ What Is Urban Climate C...

5 Reasons Why HyperCurve Is the Best Company for CFD and Fire & Smoke Analysis

Choosing a CFD and fire & smoke analysis partner isn't just a procurement decision - it shapes how well a building actually performs, and how smoothly a design gets through regulatory review. Here are five reasons engineering and design teams choose HyperCurve for ventilation, thermal and fire & smoke simulation work. Table of Contents 1. Combined CFD & FDS Expertise, One Team 2. Code-Aligned, Validated Methodology 3. Fast Turnaround for Active Design Schedules 4. Decision-Ready, Review-Ready Reporting 5. Cross-Industry Experience How to Evaluate a CFD Partner FAQ 1. Combined CFD & FDS Expertise, One Team Most buildings with any airflow or fire safety complexity - basement parking, dense commercial spaces, industrial facilities - actually need two related but distinct studies: everyday ventilation CFD and fire/smoke (FDS) analysis. HyperCurve handles both under one roof, so there's no coordination gap between separate consultants working from d...

How CFD Improves HVAC Performance and Thermal Comfort

How CFD Improves HVAC Performance and Thermal Comfort By HyperCurve Team  |  August 22, 2026 Every HVAC engineer eventually runs into the same problem: a system that looks perfect on paper — correct tonnage, correct duct sizing, correct airflow rate — but still leaves one corner of a room stuffy and another corner freezing. Computational Fluid Dynamics (CFD) is the tool that closes that gap. Instead of relying on rule-of-thumb calculations, CFD lets engineers simulate exactly how air, heat, and humidity move through a space before a single duct is installed. What Is CFD, and Why Does It Matter for HVAC? CFD is a simulation technique that solves the governing equations of fluid motion — mass, momentum, and energy conservation — across a 3D model of a building or duct system. For HVAC applications, that means engineers can visualize airflow velocity, temperature gradients, humidity distribution, and contaminant dis...