Use-case definition
Peak shaving, arbitrage, renewable firming, backup, demand response, grid support and capacity deferral.

Make battery decisions on value—not capacity alone.
Storage economics depend on when the battery charges, when it discharges, which constraints bind and how operation affects usable life. Panacean models these interactions to identify defensible sizing and dispatch strategies across technical and commercial use cases.
Each workstream is configured around the decisions, users and systems that will consume the result.
Peak shaving, arbitrage, renewable firming, backup, demand response, grid support and capacity deferral.
Load, generation, tariffs, prices, outages and operating constraints represented at decision-useful time resolution.
Scenario-based comparison of MW and MWh combinations against technical performance and lifecycle economics.
Charge/discharge schedules subject to SOC, efficiency, power, energy, reserve, network and market constraints.
Cycle depth, throughput, calendar ageing, augmentation and replacement assumptions reflected in dispatch and economics.
Operating envelopes, set-point logic, forecast inputs, KPIs and interfaces for EMS implementation and validation.
Our process makes assumptions visible, validates the model against available evidence and translates analysis into an implementable workflow or decision.