Restaurant and big-box dwell windows
Destination charging gets talked about as one category, Level 2 wherever people park and stay a while. That hides the part that actually determines whether a site earns what it should: a drive-thru stop and a warehouse-club run are both dwell, but they are not the same dwell. One is measured in single-digit minutes some of the time, the other routinely runs past half an hour. Charging equipment specified for the wrong one sits underused in the first case and sends drivers away unsatisfied in the second.
Two dwell distributions, not one
A quick-service restaurant's parking field sees a wide spread, a drive-thru-only visit that never puts a car in a stall at all, alongside a dine-in table that can run thirty to forty-five minutes. Casual and full-service restaurants skew longer and tighter around that range, which is closer to what destination Level 2 charging was designed for. A big-box or warehouse-format store skews the other way again, a basket-build visit that is rarely under twenty minutes and often well past that once a cart gets filled, with a long right tail from the shopper who treats the trip as an outing.
None of that is a fixed rule, it is a distribution, and the distribution is the input that actually matters. A site sized to the median visit will disappoint the driver sitting in the right tail, and a site sized to the tail will leave capacity idle most of the day. The useful design question is not "how long does a customer stay here," it is "what does the spread of stay-times look like, and what does that do to session completion at each charger speed under consideration."
Matching speed to the window, not the nameplate
The instinct on a retail parcel is often to reach for whatever charger class reads as the premium amenity, which usually means the fastest available. For a restaurant or big-box dwell window, that instinct is frequently wrong. A quick-service lot with a short, variable dwell gets little value from a charger built for a forty-minute DC fast session, because most visits end before the car is anywhere near full and the equipment's real throughput advantage goes unused. The same lot gets real value from a higher-output Level 2 port, or a modest DC "boost" tier, sized so a typical visit meaningfully replenishes the battery rather than topping off a few percent.
A big-box or warehouse-club field is closer to the opposite case. The dwell window there can comfortably support DC fast charging at a meaningful fraction of a full session, and a site that only offers slow Level 2 is leaving a driver with less range gained than the parking spot's own dwell time would have supported. The error in both directions comes from treating charger speed as a brochure spec instead of reading it against the arrival-to-departure window the retail format actually produces.
Stall count follows the queue, not just the average
Getting the speed right solves half the problem. The other half is how many stalls a given format needs, and that depends on how peaked the arrival pattern is. A restaurant's lunch and dinner rushes concentrate demand into narrow windows, so a stall count sized to average daily traffic will queue badly at the peak even if the charger speed is matched correctly to dwell. A big-box format spreads arrivals more evenly across open hours outside of weekend peaks, which is part of why the same charger count can serve more total sessions per day there than at a restaurant with the same headline traffic number.
Access policy compounds this. A restaurant operator weighing whether to reserve stalls for dine-in customers, or leave them open to anyone in a shared retail lot, is making a decision that changes the effective dwell window the charger sees, not just who gets to use it. The same is true for a big-box retailer deciding whether charging stalls sit near the entrance, where a shorter-dwell shopper is more likely to park, or further out, where a longer basket-build visit is the norm.
Read the format before the equipment order
None of this is exotic engineering, but it is engineering, and it is easy to skip when charging gets treated as a parking-lot amenity rather than a piece of infrastructure with its own throughput requirements. The format tells you the dwell distribution before a single stall gets poured. Reading that distribution correctly, and sizing both charger speed and stall count against it, is what turns a restaurant or big-box site's charging program from an underused novelty or a source of driver complaints into a host-owned asset that earns on its own meter.
Model charging for your retail format
Dwell window, arrival pattern and the host-owned revenue picture, scoped to your restaurant or big-box parcel.
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