Retail Chains
In a store, supermarket or bank branch, one site consumes little. The problem is managing hundreds at once: looked at one by one nothing stands out, compared against each other everything does.
Comparison
Raw kWh cannot rank stores
Putting two stores’ bills side by side is misleading. One may be twice the size, one may sit in a warmer region, one may trade later. A comparison on raw consumption blames the large store every single time.
The panel normalises consumption for floor area, climate and trading hours. Only what remains after those corrections comes from how the site is run, and only that is worth investigating.
- kWh per square metre, corrected for climate zone
- Sites compared within their own format group
- Sites beyond the threshold flagged automatically
The outlier list is produced every month without anyone asking. A regional manager does not read hundreds of rows, only the handful that crossed the line.
Site Deviation
normalised · this monthOut of hours
What is still running when the doors are shut?
The power a store draws after closing is its true base load. Chilled cabinets and security systems belong in that load. Air conditioning, signage and general lighting do not.
Out-of-hours consumption looks small per site. Multiplied across a hundred sites it becomes the single largest saving of the year, and correcting it is a setting, not a capital project.
- Trading calendar defined per site
- Load during closed hours calculated separately
- Threshold breaches wired to alerts
Dark cells in the map are sites drawing high load while closed. Load that runs all night usually means an air conditioner that never switched off or signage nobody turned down.
Out-of-Hours Load
site × hour · 14 daysPortfolio
Not the average, the spread
Management reports describe a portfolio with a single average. Yet two chains can share an average and be in completely different shape: in one the sites cluster tightly, in the other there is a long tail.
The panel normalises every site onto the same axis. Where the cluster sits, how far the tail runs and how many sites cross the threshold are all visible at once.
- Each dot is a site, normalised kWh/m²
- Median and review threshold on the same axis
- Sites past the threshold are marked and listed
The length of the tail is an investment decision: if a handful of sites drift badly, the work is at those sites; if the whole distribution has shifted right, the problem is the chain’s standard rather than any one branch.
Portfolio Spread
normalised · 214 sites214 nokta ·5 eşiğin üstünde ·median 118.5 kWh/m²·yr
Control
What runs overnight should switch itself off
Seeing the outlier is the first step; correcting it without travelling there is the second. Across hundreds of sites, a visit for every deviation is neither possible nor necessary.
The remote control module brings signage, window displays, external lighting and office HVAC onto a central calendar. Opening and closing times come from the trading calendar, and signage follows sunset rather than a fixed hour.
- Signage and window displays on the solar calendar
- HVAC and office equipment on trading hours
- Power drawn after switch-off verified on the same screen
Reactive charges and generators join the same picture. At larger sites the hours when compensation slips into the charge band are counted; where a generator is fitted, fuel level and test intervals are tracked centrally rather than asked site by site.
Trading Calendar
week · signage, displays, HVAC- Mon
- Tue
- Wed
- Thu
- Fri late close
- Sat
- Sun
trading hours solar calendar ·haftada 98 saat açık
Assistant
Ask the question, let the assistant build the list
Across hundreds of sites the difficulty is not missing data but too much of it. The monthly report arrives and nobody reads it end to end.
The AI assistant removes that load. You ask in plain language, it derives the answer from the measurement record, and it writes down which data the answer rests on.
- Every answer comes with its sources
- Site, region and period comparisons ready to hand
- Bill deviations can be asked about on the same screen
Billing works the same way: hundreds of bills are compared against the measurement record, only deviating lines reach the list, and the assistant summarises that list for you.
Assistant
from the measurement record-
Which sites consumed most outside trading hours this month?
- Enver
Three stand out. Region 2 · 03 drew an average of 6.4 kW while closed, against 2.1 kW at comparable sites in the same format: the HVAC group stayed on overnight and no shutdown command was ever issued. Region 3 · 19 is 38% above expectation on refrigeration at 4.8 kW, which points at an overdue condenser clean. Region 4 · 07 only drifts on Friday nights, where the signage schedule does not cover the weekend calendar. The first two need a site visit; the third can be fixed from the panel.
- hourly consumption · 30 days
- store trading calendar
- control point records
Which modules work across a retail estate
| Module | What it does here |
|---|---|
| Energy Consumption | Site comparison, out-of-hours load, portfolio view |
| Bill Validation | Bulk checks across hundreds of bills, dispute files |
| AI Assistant | Direct answers to “which sites drifted this month” |
| Power Quality | Power factor and voltage events at larger sites |
| Energy Performance and ISO 50001 | Estate-wide baseline and reporting |
| Remote Control | Central scheduling for signage, displays and HVAC |
| Standby Power | Fuel and test tracking where generators are fitted |
Installation cost falls per site
In retail the cost of installation scales with points, and most sites need only a single main meter. Larger stores add separate metering on HVAC and refrigeration.
A rollout does not start with every site at once. One region goes live first, the outlier list is seen to work, and only then does the estate follow. That order splits the budget and shortens the installation team’s learning curve.
Let us measure what is happening on your site.
In a one-hour call we look at your existing setup and set out exactly which measurement points are needed and what you would be able to see.