Commercial battery optimisation under changing site conditions

An anonymised Queensland cold-storage site used AmpauraConnect to adapt battery operation to changing solar, load and tariff conditions.

Cold-storage warehouse in Queensland with customer markings removed
Project
Australian cold-storage site
Application
Battery optimisation
Products
AmpauraConnect + AI Optimisation
Stage
Live operation
7 days
Completed operating review
A$40.94
Estimated additional saving vs self-consumption only
46%
Lower estimated grid electricity cost

Challenge

Solar availability and refrigeration demand did not always align.

Refrigeration demand continues beyond solar hours. On some working days, solar generation was not enough to serve the site and prepare the battery for later, higher-cost demand. The objective was to use the existing battery more effectively without imposing the same charging schedule every day.

Approach

Battery operation changed with the site.

AmpauraConnect considered expected solar, load and tariff conditions before scheduling the battery. When extra charging was not justified, the site remained with normal self-consumption.

  • Forecast — Consider expected solar, load and tariff conditions.
  • Prepare — Charge the battery when later demand justifies it.
  • Dispatch — Use stored energy when it offered greater value.

Results

A measurable improvement over self-consumption only.

Across seven completed operating days, battery timing added A$40.94 in estimated savings against a self-consumption-only comparison. Estimated grid electricity cost in the evaluated dispatch windows was 46% lower.

AmpauraConnect daily dashboard showing energy breakdown and actual solar, battery, import and site load curves
Live operating evidenceAmpauraConnect recorded the site's actual solar, battery, import and load curves for review against the operating strategy.

Outcome

Optimisation followed the site, not a fixed schedule.

Battery timing was estimated to add value when later demand justified earlier charging. When it did not, the strategy stayed with self-consumption. This site shows how AmpauraConnect adapted battery operation across seven observed days as commercial-site conditions changed.

Results are specific to this site and review period. Actual outcomes depend on load, solar generation, tariffs or market conditions, equipment and operating constraints.

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