DATACENTER TWIN LAB

Infrastructure Engineering · Lesson 13 of 24 · 25 minutes

Build an evidence-controlled load ledger

Begin where the original course leaves off: not with a bigger battery, but with a more disciplined definition of demand. A facility total is meaningful only when every term belongs to the same boundary and operating condition. In this lesson, a 20 MW IT allocation becomes a traceable facility ledger, while a second example demonstrates why conflicting source values must remain visible.

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Learning objectives

Editorial derivation

Define the boundary before the total

Give every load an identity, quantity, operating power, coincidence basis, growth treatment, supply path and evidence source. The planning relation is IT power = (1 + growth) × sum of quantity × operating power × demand factor. A second diversity allowance applied to an already diversified measurement can understate demand; a second growth allowance can overstate it. Unverified factors should remain assumptions rather than quietly becoming project facts.

Source statement

Reconcile the twenty-megawatt example

The manuscript reports 2,500 racks at 8 kW and a source design ratio of 1.35. The resulting design point is 20 MW IT and 27 MW facility power. Cooling electricity is 6.2 MW, leaving 0.8 MW for losses and other services together. Do not add cooling to 27 MW again, and do not call the entire 0.8 MW UPS loss. At power factor 0.9, the facility boundary is 30 MVA.

Unresolved

Keep a conflict visible

The separate 60 MW example lists 15 MW cooling and 2.4 MW other demand, giving 77.4 MW total and a ratio of 1.29, not its stated 1.25. The supplied sheet does not establish which item should change. Display both the stated claim and the reconciled arithmetic. An annual PUE requires energy at matched measurement boundaries and intervals; it is not automatically a peak-load multiplier.

Predict → run → explain

  1. Read the declared boundary and units. Predict the selected result before calculating.
  2. Run the starting case and inspect the ledger, assumptions and model limits.
  3. Apply the challenge, run again, and explain the difference. Export only the last completed inputs and results.

IT kW = racks × rack kW × demand factor × (1 + growth); facility kW = IT kW × design ratio; residual kW = facility − IT − cooling; S(kVA) = facility kW / pf; I(A) = S(kVA)/(√3 × V(kV)).

Declared starting inputs

{
  "racks": 2500,
  "rackKW": 8,
  "demandFactor": 1,
  "growth": 0,
  "designRatio": 1.35,
  "coolingKW": 6200,
  "pf": 0.9,
  "voltageKV": 13.8
}
Worked default — unrounded educational outputs
QuantityValueUnit
itKW20000kW
facilityKW27000kW
residualKW800kW
apparentKVA30000kVA
lineA1255.1092808470125A
statusscreen-satisfiedscreen state

Challenge

Keeping 6.2 MW cooling unchanged, can the revised design ratio accommodate the ledger?

{
  "designRatio": 1.25
}

Facility demand becomes 25 MW and the residual becomes −1.2 MW. This is an inconsistent set of assumptions, not negative physical losses.

Worked challenge
QuantityValueUnit
itKW20000kW
facilityKW25000kW
residualKW-1200kW
apparentKVA27777.777777777777kVA
lineA1162.138223006493A
statusscreen-failedscreen state

The transparent facility ledger — static equivalent

  1. Reveal the rack field and its IT boundary.
  2. Lift four separately labelled ledger slabs: IT, cooling electricity, conversion loss, other.
  3. Join the slabs into one facility total; a second cooling slab is flagged as duplication.
  4. Switch to a matched-interval energy view without relabelling power as energy.

An accessible table of load terms, units, evidence labels and inclusion rules.

Keyboard-select each ledger term; change the design ratio and expose a negative residual.

Narrative steps are not physical seconds. Essential states and quantities remain available without animation.

Assessment and answer criteria

1.1 · A facility has 12 MW IT, 3 MW mechanical and 0.6 MW other demand. Find the design-point ratio.

Read answer and marking criterion

1.30; it is not automatically annual PUE.

Criterion: Correct numerator and distinction between instantaneous power and interval energy.

Source: DCIE-R1 Appendix A, PDF pp.59-61

1.2 · Derive the balanced three-phase current relationship.

Read answer and marking criterion

P = 3 V_LN I pf and V_LL = √3 V_LN give S = √3 V_LL I.

Criterion: State balance and waveform assumptions; retain total three-phase units.

Source: DCIE-R1 Appendix A, PDF pp.59-61

1.3 · What evidence is required before using a 30% diversity claim?

Read answer and marking criterion

Define load population, observation or statistical basis, interval, growth treatment, contractual limits and exceedance consequences.

Criterion: Reject an unsupported universal demand factor.

Source: DCIE-R1 Appendix A, PDF pp.59-61

Source and model boundaries

Data Centre Infrastructure Engineering, reference manuscript revision 1 (DCIE-R1), 11 October 2026, chapter 1, PDF pp.10–13. PDF page 1 includes the cover. manuscript-derived; not independent source verification.

Original educational adaptation. The private PDF and missing archive are not public downloads. Source statement, Editorial derivation, Illustrative assumption and Unresolved remain distinct.

Result schema: infrastructure-screen-1; content 2.0.0; model 1.0.0. Raw inputs, outputs, units, assumptions, source locators and canonical hashes. No supported in-browser Python verification protocol exists for this result family.