Cases

Case studies

20 cases across markets, engineering and commercial decisions. Choose a challenge, work the numbers, then defend your recommendation.

6 of 20
Source-based caseQ1–Q2 2026

Batteries reshape the daytime-to-evening spread

Growing grid-scale and household batteries increasingly absorbed daytime renewable output and shifted energy into the evening peak as renewable penetration and price patterns changed.

Permanent case link

Your task

Reconstruct realised revenue, separate energy and FCAS value, then test whether a four-hour augmentation is justified.

PrepareRevenue waterfall + dispatch replay + augmentation investment memo
Your role

Commercial manager for a two-hour NEM battery

Practice data & worked solution
PRACTICE DATASET

A feasible six-hour battery schedule

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Original synthetic hourly teaching data, not NEM observations. Prices are A$/MWh; each row lasts one hour. AC import/export limit: 50 MW. Stored-energy limit: 100 MWh. Initial stored energy: zero. Charge and discharge efficiencies: 95% each. Degradation allowance: A$8 per exported MWh. No auxiliaries, network charges, FCAS or fixed costs are included.

Teaching inputs · synthetic data
HourPrice AUD per MWhCharge MWDischarge MW
120500
230500
35000
4120045
5160045.25
64000

Your analysis

  1. Build a stored-energy balance for every row. Confirm the 50 MW power and 100 MWh energy limits, and reconcile the ending inventory.
  2. Calculate imported/exported energy, charging cost, discharge receipts, gross energy margin and contribution after the degradation allowance.
  3. Reduce the hour-5 price from A$160 to A$100/MWh. Recalculate the contribution for the same schedule, then explain why an optimised operating schedule might change.
Worked solution

Energy and feasibility

Stored energy after each hour is 47.5, 95, 95, approximately 47.632, 0 and 0 MWh. Use ΔE = 0.95 × charge MW × 1 h − discharge MW × 1 h / 0.95. Imports are 100 MWh and exports 90.25 MWh, so the complete cycle efficiency is 90.25%. Maximum stored energy is 95 MWh; every import/export rate is within 50 MW.

Cash-flow waterfall

Charging cost is 50 × 20 + 50 × 30 = A$2,500. Discharge receipts are 45 × 120 + 45.25 × 160 = A$12,640. Gross energy margin is A$10,140. The degradation allowance is 90.25 × 8 = A$722, leaving A$9,418 before the other excluded costs. This contribution is not project profit or investment return.

Lower-spread scenario

The hour-5 price reduction removes 45.25 × 60 = A$2,715. Contribution falls to A$6,703 for the fixed schedule. This is a sensitivity, not a re-optimisation. An operational strategy would consider alternative timing, forecasts, available services, constraints and the value of ending inventory. Do not extrapolate this six-hour contribution into annual profit.

Review your response
  • Physical balance: losses applied once at the stated boundaries; every interval is feasible and terminal inventory reconciles.
  • Commercial balance: purchased and exported quantities differ; receipts, margin and contribution are kept separate.
  • Counterfactual: the price sensitivity is correct and described as fixed-schedule analysis, not an optimum.
  • Recommendation: explain which operating, market and cost evidence is needed before considering augmentation.

This checklist supports self-review. No tutor marking or independent credential is included.

Related topics 7
Sources & evidence

QED report and workbook, dispatch and FCAS prices, availability, state of charge, losses and degradation cost

AEMO Quarterly Energy Dynamics

Take the next step: applied projects

Assess a data-centre energy planConnect demand, grid capacity, procurement and backup power.Write an industry briefCheck industry data and turn your evidence into a recommendation.