Private residence · Jumeirah Village Triangle · Dubai

A fully automated villa in JVT, measured for a year

Built up
328 m²
Units bought
−56.2% adjusted
Instrumented
12 months
The villa at dusk, pool lit

A two storey family villa in Jumeirah Village Triangle. We automated it in 2024, added solar in 2025, and have been measuring it ever since. Everything below comes from those measurements.

Devices
389
Routines
90
Array
18.5 kWp
01 · Energy

What the bills show

56.2%
Fewer units bought, adjusted like for like. Since the array was installed, the villa has added a pool with pumps running around the clock, a server rack running 24 hours, three dehumidifiers and the yard lighting. Adjusted for those additions, the original house buys 56.2% fewer units than it did before the solar went in.DEWA billing, Jan to May, 2025 against 2026 · raw −10.0% · consumption +22.6% · at last year's load −32.6% · solar share 26.6% · adjusted for loads added after commissioning; itemisation in the project record

The unadjusted numbers are in the source line below, so anyone who wants to check our maths can rebuild every step from the bills and the inverter record.

One more thing, said plainly. This villa's fabric is ordinary; it was not built tight, and that is the hard mode for any energy system. These figures are the floor, not the ceiling.

Measured · this villa
56.2%

Fewer units bought by the original house, adjusted for everything added after the array. What it protects the owner from: a bill that grows with the house.

The adjustment, stated
≈63 kWh a day

What the loads added after the array draw between them: pool pumps around the clock, the rack, three dehumidifiers, the yard lights. The itemised schedule sits in the project record; if the meters say otherwise, this number changes.

And the house knows what the roof is worth. The system prices each solar unit at the tariff slab it displaces, so the array's value reads in dirhams rather than kilowatt hours: AED 960 to 1,200 a month off the bill in the strong months, as the system's tariff engine prices it, and 22.3 MWh generated since the panels went live.

The living room at night, wall screen showing the dashboard
The living room, photographed as found. The screen on the wall is an iPad running Haus Logic OS; the same view is on every phone in the family.
02 · Behaviour

Ninety automation routines, and what they do

Every one of the 90 running automations was read from its stored configuration for this record, not from its name. This is what they do, by domain.

Climate24 routines

Six rooms held at five temperatures and no others: 23.5 occupied, 25 empty after a fifteen minute wait. The house re-states its intent every fifteen to thirty minutes, so a thermostat's factory schedule can never quietly take a room back. Override it by hand twice and it concedes for an hour.

Air

Three dehumidifiers hold the house just under 50% around the clock; a full tank stops the unit before it overflows and says which room needs emptying. The purifier goes to full power on fine dust and boosts through the cooking hours.

Light24 routines

The bathrooms have no switch in practice: a door contact and a presence check bring them up, a timer takes them down. The staircase drops its step lights three minutes after the last movement. The perimeter lights itself at sunset and off at ten. A bulb that loses power returns warm, not bright white.

Shade

Curtains open with the morning and close at sunset, and a heat rule closes the living room against direct sun above 34 degrees when nobody is in it. Every morning at seven the house checks the sensors this depends on and reports any that have died.

Gym

Vibration sensors on the treadmill know the moment a workout starts. The garage cooling comes on and the master bathroom water heater begins a fifteen minute cycle, so the run ends in a cool room with a hot shower waiting. Nothing to press.

Door

Ring the bell and a snapshot lands on both phones. A vision model reads the frame and writes a one line description of who is standing there, and the visit is logged to the family calendar, so every caller leaves a record. On the wall dashboards the person at the gate appears with an unlock control beside them; one tap and they are in.

Safety

A child's room heating past 30 degrees while occupied reaches both parents' phones within fifteen minutes. Paired routines watch rooms believed empty and rooms known occupied, so the gap between them is covered. Alerts are tiered; known faults are logged, never pushed.

Network

Access points and the router restart themselves on evidence from multiple probes, and escalate to a person only when the automatic fix did not work.

Restart

After any restart the house waits for all six thermostats, corrects any that came back wrong against the five allowed values, then checks again ten minutes later.

Meter

The electricity meter checks itself hourly and undoes false jumps caused by a restart, so the bill estimate stays honest.

03 · The lawn

How the sprinklers keep pigeons off the grass

62
Sprinkler firings last week, every one confirmed by vision first. Cameras watch the grass through daylight; a valve opens only when the system is looking at a pigeon. Nothing fires when nothing is seen.camera vision, daylight scan · per-firing log kept by the system
SEENCONFIRMEDby vision, not motionZONE 2 · 32 sZONE 1 · 32 sSTAND DOWNFAILSAFE · ANY RUN PAST 15 MINUTES CUTS ITSELF OFF

The sequence is deliberate: zone two fires first, then zone one, so the birds are moved off the lawn rather than chased around it. If nothing is detected, nothing runs; the same cameras that fire the valves are the reason they stay shut.

The result is easy to see. The grass now sees almost no pigeons, and the smaller birds have come back to feed on it.

Because water is metered per use case, the owner can see exactly what the habit draws, roughly AED 40 to 90 a month depending on the season's pigeons, and tune the response instead of guessing at it.

Haus Logic OS media view for the villa
Haus Logic OS, as it runs in this house: whole home audio, zone by zone. The same view on the wall and in a pocket.
Haus Logic OS comfort view, six rooms with setpoints and live readings
The comfort view: every room's policy and its live reading side by side. Standby 25, occupied 23.5, and the garage held around the clock for the network cabinet.
04 · Installed

What is actually in this house

389 installed devices, counted and classified rather than rounded up. Nothing below is representative; it is what is on the walls and in the racks.registry 973 entries · 423 network clients and 161 software entries excluded · method in the project record

Surface

iPads, wall mounted, running Haus Logic OS. The same view on the wall, on the phone, in the garden.

Network

Ubiquiti UniFi router, switching and access points; a 10 gigabit backbone serving the office, core switching and selected access points.

Security

26 cameras recording locally, facial recognition and motion detection, storage in the house rather than in an account.

Power

Zennio KNX power supplies feed the bus; the wired layer keeps working when the internet does not. Power itself is protected twice: UniFi redundant supplies stand behind the core switches, and a separate UPS carries the cameras and monitoring for three hours if the mains fail, so the premises never go unwatched.

Energy

18.5 kWp array, reporting generation, export and self-consumption from its own inverter.

Zennio presence detector
Zennio presence and environment sensing
Presence, movement and air. Carbon dioxide stands proof of a still room's occupancy, which motion alone cannot see.
Zennio KNX IP router
Zennio KNX IP router
Couples the wired bus onto the network; the reason the house is reachable from a phone at all.
Zennio shutter actuator
Zennio shutter actuation
Blinds on the same bus as the lighting, so shading and light stop working against each other.
UniFi AI Theta compact camera
UniFi AI Theta
The discreet one: a camera the size of a fingertip, for the places a housing would shout.
UniFi AI Pro camera
UniFi AI-series cameras
The recognition workhorses: 26 cameras recording locally, with facial recognition and motion detection on the camera, not in a cloud.
UniFi U7 Pro XG access point
Ubiquiti UniFi network
Gateway, 10 gigabit switching and U7 Pro access points, ceiling and in-wall, carrying everything above.
Zennio Presentia presence detector
Zennio Presentia, the step sensors
The staircase and passage line. The step lights fall dark three minutes after the last movement because these are watching.
Zennio flat temperature sensor
Zennio temperature sensors and probes
The readings the five setpoints answer to, in every held room and in the ducts.
Zennio KES energy monitor
Zennio energy monitoring
The monitor on the incomer whose hourly self-check keeps the bill estimate honest.
UniFi LTE backup unit
UniFi LTE backup
A second way out of the house. If the fibre goes, alerts and the doorbell keep flowing over the cellular path.
NVR Pro, the archive
The 26 camera record lives on this rack, in the house, with UniFi cloud backup holding the configuration.
UniFi UP Floodlight
UP Floodlight
The dark side of the plot, lit on the same detections the cameras make.
The iPad in its wall mount running Haus Logic OS
The iPad, as installed
In its wall mount, running Haus Logic OS. Photographed in this house, not rendered.
UniFi U7 Pro access point
U7 Pro access points
The ceiling line of the Wi-Fi, alongside the XG and in-wall units.
UniFi redundant power supply
UniFi redundant power
If a switch's own supply fails, this one takes the load without a blink being visible on a single camera.
UniFi G6 Bullet camera
G6 Bullet
The perimeter workhorses, watching the plot line.
UniFi AI 360 camera
AI 360
One ceiling point, the whole room, no blind quarter.
UniFi G5 Dome camera
G5 Dome
The quiet interior domes at doors and passages.
UniFi G6 Entry doorbell
G6 doorbell
The bell that photographs, describes and logs every caller, with unlock on the dashboards.
UniFi Pro 48 PoE switch
Pro 48 PoE and Pro 24 PoE
Every camera and access point powered over the wire it talks on.
UniFi 10G aggregation switch
10G aggregation
The 10 gigabit spine between rack, office and the heavy access points.

Also in the rack and on the walls: NVR Pro holding the 26 camera archive locally, UniFi cloud backup for configuration, an LTE backup path that keeps alerts flowing if the fibre goes, a UP Floodlight on the dark side of the plot, U7 Pro Wall and U6 Extender access points, and the wall iPads running Haus Logic OS.

05 · Feedback

The measurements are how the house gets better

Instrumentation here is not a dashboard for its own sake. Every reading feeds the next round of mechanical work, and every change is judged by the same numbers afterwards.

Servicing

When the garage unit was serviced, a fourteen day baseline was captured first. Before: the room reached its target in 2 of 268 readings. After: recovery at 3.59 degrees an hour while it was 43.8 outside, and drift of only 0.25 degrees an hour through peak sun. A service stopped being an invoice and became a measured result.

HVAC tuning

Compressor hours per cooling degree day is the villa's standing metric: it strips the weather out, so a change to ducting, ventilation or setpoints shows its real effect. The roof fan trial cut it 8.7% and the verdict is still held open, because five days a side is not yet proof.

MEP upgrades

Per-unit runtime shows which machine works hardest and which room loses its cooling fastest, which is where insulation, shading and duct corrections go first. The next dirham of upgrade spend is pointed by data, not by guesswork.

Energy

The inverter's own generation, export and self-consumption records, against the utility's bills, are what sized the array and what will size the next step, whether that is storage, shading or fabric.

06 · Learning

What gets measured gets improved

The measurements are not just a record. Because everything is measured, the house is constantly learning, and its owners make decisions the way an engineer would rather than the way a brochure suggests.

Upgrades

Whether the next dirham goes to shading, insulation, storage or another fan bank is decided by the runtime and generation record, not by a salesman's instinct. The roof ventilation trial is exactly this loop running in public.

Repairs

A service is booked when the numbers drift, and judged by whether they come back. The garage unit's before and after is what every repair in this house looks like.

Placement

Where equipment lives today is not where it was first installed. Sensors have moved, ventilation was added, dehumidifiers found the rooms that actually need them: the original drawings were a hypothesis, and the data corrected them.

The same approach works in any villa

The device count changes with the size of the house; the approach does not. We set a house up around how the family actually lives, then keep measuring until the numbers show it works.

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Private residence, Jumeirah Village Triangle. Figures read from the installation on 13 and 14 August 2026: utility billing history, inverter records, thermostat runtime at five minute resolution, and 90 running automations read from stored configuration. Measured and adjusted figures are labelled as such, and every adjustment states its method beside it. No client name, no prices.