A design controls exercise on public physics and published bench data · October 2026

What does a chamber outlet temperature of 37 °C fix, and what does it leave to the room?

A heated humidifier holds the gas leaving its chamber at a set temperature; the water that gas carries depends on how warm the gas was when it came in. On a 2024 bench the MR850's usual setting delivered a mean of inside its specified ambient range of 18 to 26 °C, and in warmer rooms up to . I built a small model of the mechanism and carried it through one thread of a design controls trace.

What this page is. An exercise in the method on textbook physics, published bench data and F&P's published specifications; not a Fisher & Paykel model, not a medical device, and no internal design is described. What reaches a patient also depends on the ventilator, the circuit and the airway, which neither a bench nor this page can see.

Room temperature sets how much water a 37 °C chamber delivers

Click a setting to bring it forward. Hover or tap a large marker for its numbers.

What it showsWater reaching the patient end of the tube (up) against the temperature of the room (right), for the MR850 in three modes on a 2024 bench at 10 litres a minute.

How to read itSmall dots are single measurements read off the paper's figure; large markers are the paper's group means with one standard deviation. Ringed markers are the two I fitted the model to; filled ones it never saw. The grey bands are rooms outside the specified ambient range of 18 to 26 °C. A dashed line is the ceiling, saturated gas at the set temperature, which is a physical limit and not a specification. The strip underneath shows how warm nine real intensive care rooms got.

What to take

Before anything else

Five things to know

The rest of the page assumes nothing beyond these five statements.

    The circuit, from ventilator to patient

    In this model, water enters the gas only in the chamber. It can leave the gas anywhere a wall is colder than the gas's dew point.

    Terms, in the order they appear
    absolute humidityMilligrams of water vapour in each litre of gas, written mg/L. Saturated gas at 37 °C holds .
    relative humidityThe water a gas holds as a share of what it could hold at its temperature. Warming gas without adding water lowers it.
    dew pointThe temperature at which a given gas would be saturated. A wall colder than it collects water.
    set pointThe temperature a controller tries to hold at its probe.
    37/40 and 40/40Chamber outlet and patient end set points in °C. 37/40 is the usual setting on the 2024 bench; 40/40 has no gradient between the two. The bench also ran an automatic compensation mode.
    specified ambient rangeThe room temperatures a manufacturer specifies a device for. The MR850 specification sheet gives 18 to 26 °C.
    Y-pieceThe connector at the patient, shaped like a Y, where the tube that carries gas in meets the tube that carries it away.
    inspiratory limbThe heated tube from the chamber to the Y-piece, about 1.6 m in this model.
    inlet temperatureThe temperature of the dry gas as it enters the chamber, usually a few degrees above the room because the ventilator warms it.
    transfer effectivenessHow far the gas gets from its inlet state towards the state of saturated air at the water surface before it leaves the chamber. 0 is no contact, 1 is full equilibrium.
    rainoutWater condensing out of the gas onto the tube wall.
    heat shareThe part of the tube heater's power that reaches the tube wall directly, rather than warming the gas first. My own term.
    design controlsThe documented chain from what the user needs to the evidence that the design meets it, required of medical device makers.
    design input, outputAn input is a testable requirement with an acceptance criterion; an output is the design feature or setting meant to meet it.
    verificationTests showing the design output meets the design input. Validation, showing the device meets the user need in real use, is not on this page.
    hazard, harmA hazard is a potential source of harm; harm is the injury itself. The risk rows in act three use these words as risk management does.
    psychrometric methodHumidity worked out from a dry and a wet thermometer side by side, the method the 2024 bench used at the Y-piece.
    The job and the published problem

    Why this subject and not another

    The job is product development in a team that develops ventilation products, and its advertisement describes the work like this:

    You'll work across a growing pipeline of ventilation projects, developing products for customers around the world with a strong focus on sustainability, usability and performance. From design controls and testing to building prototypes and jigs, you'll have the opportunity to get hands-on throughout the product development journey. Product Development Engineer, Fisher & Paykel Healthcare, Auckland, advertised October 2026 (SEEK 95427506)

    So I picked one problem from ventilation and humidification with a public trail of measurements and carried it through design controls, as far as public data allow, ending in the bench rig I would build to test it. The problem: how much water a heated humidifier delivers depends on the temperature of the gas coming into its chamber. The 2004 bench study put it in one sentence of its abstract:

    Humidifier performance was strongly correlated with inlet chamber temperature in both the bench (p < 0.0001, r2 = 0.93) and the clinical study. Lellouche and others, Am J Respir Crit Care Med 2004;170:1073, abstract

    The manufacturer's published specification sheet for the MR850 gives an ambient temperature range of 18 to 26 °C, and adds that breathing circuit kits specify operating ranges within these limits (Fisher & Paykel Healthcare, MR850 Respiratory Humidifier specifications, document 618136 REV D, page 2). The same sheet gives humidity performance of at least 33 mg/L in invasive mode and compliance with ISO 80601-2-74:2017. That figure is declared at the standard's test conditions, which I have not seen; the 2024 bench ran its own conditions, so its points are not a conformity test.

    The 2024 paper by the same group says why, in terms this page turns into physics:

    When the temperature of the gas entering the humidification chamber is high, the temperature of the heating plate will decrease to maintain the humidification chamber outlet temperature at 37°C according to the working principles. Lellouche, Rousseau and Bouchard, Respir Care 2024;69(4):430, introduction

    The sentence that argues against this page

    The same 2024 paper lists what its bench did not look at, and the second act of this page is about that gap. It also means there is no invasive circuit measurement to check my tube model against.

    additional clinical evaluation will be required to evaluate other aspects, such as user interface, simplicity to use the devices, the presence of condensation in the circuits, robustness, and cost-effectiveness of these technologies. Lellouche, Rousseau and Bouchard 2024, discussion
    Act one

    The water enters in the chamber, and warm inlet gas lets less of it in

    Why this mattersEvery later question depends on how much water gets into the gas in the first place, and that is decided in the chamber before the tube is involved.

    The chart is a psychrometric chart: gas temperature to the right, water carried upwards. The curve is saturation, and no gas sits above it. Dry gas enters at the left dot. The water surface is the dot on the curve. Inside the chamber the gas moves part of the way along the straight line towards the water's state, and the controller raises or lowers the water temperature until the gas reaches the set point exactly as it leaves. Warm inlet gas needs a cooler water surface to arrive at 37 °C, and cooler water gives up less vapour.

    40 is the no gradient setting.

    The bench ran at 10 L/min. Other flows are untested.

    Drag it. The inlet runs above the room.

    What to takeThe outlet temperature hardly varies, because the controller holds it; the water temperature does, and it sets the humidity. That is why the 2022 bench found humidity tracks the heater plate temperature (R² 0.82) and not the displayed outlet temperature.

    What was fitted, in one box

    Act two

    Where water falls out of the gas on its way to the patient

    Why this mattersWater that condenses in the tube never reaches the patient as vapour, and the respiratory care guideline lists pooled condensate reaching the airway, and upsetting the ventilator's triggering, among its hazards.

    The chart follows the gas from the chamber (left) to the patient (right). The solid line is the gas temperature, the second line is the tube wall, and the dashed line is the gas's dew point. Wherever the wall dips below the dew point, the blue shading shows water condensing, and the readout adds it up per day. The last centimetres are unheated, standing in for the Y-piece and the connector to the patient's tube.

    The number I cannot know from outside. Drag it down and watch the heated part start to collect water.

    The bench rig I would build to settle it mockup, not built

    One rig serves all of the verification rows in act three and the test that separates the two explanations above. The room sits inside a climate chamber, the gas entering the chamber can be heated on its own, and humidity is measured at both ends of the limb.

    Click a test and the drawing lights the parts and instruments it uses.

    Act three

    The finding, written as one thread of a design controls trace

    Why this mattersA finding becomes engineering work when it is written as a requirement someone can test, and design controls is how medical device makers keep that chain.

    ISO 13485, the quality management standard for medical devices, asks for design and development controls, and ISO 14971 runs risk management beside them. This is one thread of such a trace for the problem on this page. A clinical guideline, AARC 2012, stands in for the device standard here: the MR850 specification sheet lists compliance with ISO 80601-2-74:2017, which defines the real humidity requirement and its test method, and I have not read it. A real trace would take every number below from that standard and from the risk file.

    From user need to verification
    The verification matrix, with the model's predicted results before any bench time

    Each cell is one test condition, a minute ventilation in a room temperature. The number is the model's predicted humidity at the Y-piece, not a result. Green is predicted inside design input DI-1 (33 to 44 mg/L), red below it and amber above it. A blue bar means the model predicts condensate in the heated part of the tube (DI-3). Faded columns are rooms outside the specified range: they test the mechanism, not the specification.

    Choose an operating mode, then click any cell for its test line and any bench evidence.

    Three risk rows

    In the order ISO 14971 uses: hazard, hazardous situation, harm, risk control and its verification. Controls are listed in the standard's order of preference, design first, then protective measures, then information for safety. Severity and probability are left out on purpose: they come from the manufacturer's risk file, clinical data and field history, which I do not have.

    Risk rowHazardHazardous situationHarmRisk controlVerification
    How it was built

    Method, limits and sources

    Where this model is wrong or unproven

    This page checking itself

    The headline numbers could have been typed by hand. So the page ships the model, refits it in your browser from the two published means, and prints what it gets beside what the build script got.

    Running.

    The model, in plain steps

    Sources

    I built the page with help from Claude, an AI model, for the code, the literature search and the checks; the choice of problem, the modelling assumptions and every judgement on the page are mine.

    Bolgaç Gülen, Odense, October 2026. An independent work sample, not affiliated with Fisher & Paykel Healthcare or with the authors of the papers it uses.