DCEP study materials
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DCEP cheat sheet

DCEP · Keep the key ideas within reach.

Quick reference

Data Center Energy Efficiency Assessment

  • Assessment scope: PUE boundary must be defined before measurement - total facility energy (utility meter) divided by IT equipment energy (PDU/rack meters), with consistent time windows for both.

  • Measurement-grade meters for PUE should be Class 0.5 or better (revenue-grade) on the utility side; branch-circuit or rack PDUs at 1% accuracy or better for IT loads.

  • Sampling interval rule: 15-minute or finer logging is required to resolve diurnal swings; monthly utility bills alone cannot support PUE reporting.

  • Energy end-use breakdown typically splits into IT load, cooling (chillers, CRAHs, pumps, towers), UPS losses, lighting, and other - cooling is usually the largest non-IT category.

  • Assessment sequence: establish boundary → inventory loads → meter/verify → compute metrics → identify savings → verify savings (M&V per IPMVP options A/B/C/D).

  • Baseline normalization: adjust for IT load, weather (CDD/HDD), and occupancy before comparing periods; raw PUE comparisons across seasons are invalid.

  • Free cooling hours, chiller plant kW/ton, and air-side economizer availability are the highest-yield assessment targets in most facilities.

  • Data quality tiers: measured (permanent metering) > temporary metering > calculated from nameplate > estimated - report the tier with every metric.

Quick reference

IT Equipment and Workload Management

  • Power proportionality: server power is roughly P = P_idle + (P_max − P_idle) × utilization; idle power is often 30–50% of max, so low utilization wastes energy.

  • IT load consolidation decision rule: consolidate workloads onto the fewest servers that keep peak utilization below ~70–80% to preserve headroom and avoid queuing latency.

  • Nameplate ratings overstate real draw; use measured or vendor power-curve data (e.g., SPECpower or manufacturer power calculators) for planning.

  • Virtualization and container density reduce idle-server count; each decommissioned server removes both its IT draw and its share of cooling/UPS overhead (multiply by PUE).

  • Power capping (RAPL, BMC-level) trades performance for a hard power ceiling; useful for capping peak demand charges and matching rack power budgets.

  • CPU frequency/voltage scaling and C-states reduce power at low load; disabling power management in BIOS forfeits substantial idle savings.

  • Workload placement should consider both server efficiency and thermal/electrical topology - placing load on hot racks or near capacity raises cooling energy.

  • Track server utilization distribution (e.g., % of servers below 20% utilization); fleets with many idle servers have the largest consolidation upside.

Quick reference

Cooling Systems and Airflow Management

  • Air-side efficiency: reduce bypass and recirculation by sealing cable openings, blanking unused U-space, and installing containment (hot-aisle or cold-aisle).

  • ASHRAE TC 9.9 recommended envelope: supply air 18–27 °C (64.4–80.6 °F) for Class A1/A2; widening within the allowable envelope enables economizer hours.

  • Chiller efficiency is expressed as kW/ton or COP; centrifugal chillers commonly 0.5–0.7 kW/ton at design, with part-load performance governed by the IPLV/NPLV curve.

  • Cooling tower approach temperature (leaving water temp minus wet-bulb) drives water-side economizer viability; lower approach = more free cooling hours.

  • Airflow rule of thumb: ~100–160 CFM per kW of IT load for typical raised-floor designs; verify with CFD or airflow measurements rather than assuming.

  • Return air temperature (RAT) vs supply (SAT) delta-T below design (e.g., < 8–10 °C) signals bypass or low load, not necessarily excess cooling.

  • Chilled water supply temperature reset upward (e.g., 7 °C to 12–15 °C) increases chiller and economizer efficiency but must respect coil and dew-point limits.

  • Fan power scales roughly with the cube of speed (affinity laws), so VFD-driven CRAH/air-handler fans at part load save substantially.

Quick reference

Electrical Power Distribution and Efficiency

  • Electrical chain efficiency: utility transformer → switchgear → UPS → PDU → rack PDU → IT; each stage has losses that multiply, so overall distribution efficiency is the product of stage efficiencies.

  • UPS efficiency is load-dependent: modern double-conversion units reach 94–96% at high load but drop sharply below ~30–40% load; ECO/eco-mode bypasses conversion for ~98–99%.

  • Transformer losses split into no-load (core/iron) and load-dependent (copper) losses; lightly loaded transformers waste core loss continuously.

  • Power factor correction reduces reactive current and line losses; low PF also triggers utility penalties and reduces available capacity.

  • 3-phase power: P(kW) = √3 × V_LL × I × PF / 1000; use line-to-line voltage with the √3 form, line-to-neutral with the 3× form.

  • Right-size UPS modules and use modular/scalable UPS so modules run near their efficient band; avoid N+1 modules idling at very low load.

  • Busway and higher distribution voltages (e.g., 415/480 V vs 208 V) reduce I²R losses for the same delivered power.

  • Redundancy topology (N, N+1, 2N) affects efficiency: 2N systems typically run at half load and therefore lower efficiency than N+1 at the same IT load.

Quick reference

Energy Metrics, Benchmarking, and Reporting

  • PUE = Total Facility Energy ÷ IT Equipment Energy; ideal is 1.0; DCiE = 1/PUE expressed as a percentage.

  • pPUE (partial PUE) applies the ratio to a defined subsystem (e.g., one module or hall) - useful when full-facility metering is unavailable, but not comparable to facility PUE.

  • Other metrics: CUE (total CO2 ÷ IT energy), WUE (water liters ÷ IT kWh), ERE (Energy Reuse Effectiveness), and ITUE (IT Energy Efficiency).

  • ERE = (Total Energy − Reused Energy) ÷ IT Energy; values below 1.0 indicate heat reuse is offsetting facility load.

  • Benchmarking requires matched conditions: same boundary, same measurement method, and weather/load normalization; cross-facility PUE comparisons without normalization are misleading.

  • Reporting cadence: PUE should be reported as a time-weighted average over the period (energy ratio), never as an average of instantaneous PUE samples.

  • Annualized PUE should state the measurement period, meter accuracy class, and whether renewable energy certificates or offsets were applied.

  • Green Grid/ISO/IEC 30134 series defines the standard metric formulas; cite the standard version when reporting to avoid definition drift.

Quick reference

Energy Metrics, Benchmarking, and Reporting

  • PUE = Total Facility Energy ÷ IT Equipment Energy; ideal is 1.0; DCiE = 1/PUE expressed as a percentage.

  • pPUE (partial PUE) applies the ratio to a defined subsystem (e.g., one module or hall) - useful when full-facility metering is unavailable, but not comparable to facility PUE.

  • Other metrics: CUE (total CO2 ÷ IT energy), WUE (water liters ÷ IT kWh), ERE (Energy Reuse Effectiveness), and ITUE (IT Energy Efficiency).

  • ERE = (Total Energy − Reused Energy) ÷ IT Energy; values below 1.0 indicate heat reuse is offsetting facility load.

  • Benchmarking requires matched conditions: same boundary, same measurement method, and weather/load normalization; cross-facility PUE comparisons without normalization are misleading.

  • Reporting cadence: PUE should be reported as a time-weighted average over the period (energy ratio), never as an average of instantaneous PUE samples.

  • Annualized PUE should state the measurement period, meter accuracy class, and whether renewable energy certificates or offsets were applied.

  • Green Grid/ISO/IEC 30134 series defines the standard metric formulas; cite the standard version when reporting to avoid definition drift.