best practices for data centers: lessons learned from benchmarking 22 data centers steve greenberg,...

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Best Practices for Data Centers: Lessons Learned from Benchmarking 22 Data Centers Steve Greenberg, Dale Sartor, Bill Tschudi, and Evan Mills, Lawrence Berkeley National Laboratory Peter Rumsey, Rumsey Engineers Bruce Myatt, EYP Mission Critical Facilities August 17, 2006 ACEEE Summer Study

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Best Practices for Data Centers: Lessons Learned from

Benchmarking 22 Data Centers

Steve Greenberg, Dale Sartor, Bill Tschudi, and Evan Mills, Lawrence Berkeley National

LaboratoryPeter Rumsey, Rumsey Engineers

Bruce Myatt, EYP Mission Critical Facilities

August 17, 2006

ACEEE Summer Study

The Data Center ChallengeThe Data Center Challenge

Data Centers 15-40x the energy Data Centers 15-40x the energy intensity of typical office buildings intensity of typical office buildings

A single rack of servers can be 20 A single rack of servers can be 20 kW kW – $17k per year (at $.10) $17k per year (at $.10) per rackper rack– Hundreds of racks per centerHundreds of racks per center

Where are the opportunities?Where are the opportunities?– 22 data centers benchmarked22 data centers benchmarked

IT equipment load densityIT equipment load density

IT Equipment Load Intensity

0

10

20

30

40

50

60

70

80

90

100

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23

Data Center Number

Wa

tts

/sq

. ft

.

2003 BenchmarksAve. ~ 25

2005 BenchmarksAve. ~ 52

LBNL supercomputer

center

Using benchmark results to find Using benchmark results to find best practicesbest practices

We wondered what metrics were We wondered what metrics were indicators of better performance. indicators of better performance. The ratio of IT equipment power to The ratio of IT equipment power to the total is an indicator of relative the total is an indicator of relative overall efficiency. Examination of overall efficiency. Examination of individual systems and components individual systems and components in the centers that performed well in the centers that performed well helped to identify best practices.helped to identify best practices.

Percentage of power to IT Percentage of power to IT equipmentequipment

IT Equipment load Index

0.59

0.55

0.66

0.33

0.43

0.68

0.59

0.47

0.38

0.63

0.42

0.49 0.49

0.59

0.670.70

0.75

0.60

0.74

1 2 3 4 5 6 7 8 9 10 11 12 16 17 18 19 20 21 22

Data Center Number

All values are shown as a fraction of the respective data center total power consumption.

We observed a wide variation in relative performance

HVAC system effectivenessHVAC system effectiveness

HVAC Effectiveness Index

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

1 2 3 4 5 6 7 8 9 10 11 12 14 16 17 18 19 20 21 22

Data Center Number

Ra

tio

of

IT E

qu

ipm

en

t

Po

we

r to

HV

AC

Po

we

r

We observed a wide variation in HVAC performance

Optimize Air ManagementOptimize Air Management

Enforce hot aisle/cold aisle Enforce hot aisle/cold aisle arrangement arrangement

Eliminate bypasses and short Eliminate bypasses and short circuits circuits

Reduce air flow restrictionsReduce air flow restrictions Proper floor tile arrangementProper floor tile arrangement Proper locations of air handlersProper locations of air handlers

Typical hot aisle-cold Typical hot aisle-cold aisle arrangementaisle arrangement

Right-Size the DesignRight-Size the Design

Data Center HVAC often under-loadedData Center HVAC often under-loaded Ultimate load uncertainUltimate load uncertain Design for efficient part-load operation Design for efficient part-load operation

– modularitymodularity– variable-speed fans, pumps, compressorsvariable-speed fans, pumps, compressors

Upsize fixed elements (pipes, ducts)Upsize fixed elements (pipes, ducts) Upsize cooling towersUpsize cooling towers

Optimize the Central PlantOptimize the Central Plant

Have one (vs. distributed cooling)Have one (vs. distributed cooling) Medium temperature chilled waterMedium temperature chilled water Aggressive temperature resets Aggressive temperature resets Primary-only CHW with variable flowPrimary-only CHW with variable flow Thermal storageThermal storage Monitor plant efficiencyMonitor plant efficiency

Design for Efficient Central Air Design for Efficient Central Air HandlingHandling

Fewer, larger fans and motorsFewer, larger fans and motors VAV easierVAV easier Central controls eliminate fightingCentral controls eliminate fighting Outside-air economizers easierOutside-air economizers easier

Use Free CoolingUse Free Cooling

Outside-Air Economizers Outside-Air Economizers – Can be very effective (24/7 load) Can be very effective (24/7 load) – Controversial re: contaminationControversial re: contamination– Must consider humidityMust consider humidity

Water-side EconomizersWater-side Economizers– No contamination questionNo contamination question– Best in series with chillerBest in series with chiller

Improve Humidity ControlImprove Humidity Control

Eliminate inadvertent dehumidification Eliminate inadvertent dehumidification – Computer load is sensible onlyComputer load is sensible only– Medium-temperature chilled water Medium-temperature chilled water – Humidity control at make-up air handler onlyHumidity control at make-up air handler only

Use ASHRAE allowable RH and Use ASHRAE allowable RH and temperaturetemperature

Eliminate equipment fightingEliminate equipment fighting– Coordinated controls on distributed AHUsCoordinated controls on distributed AHUs

local distribution lines

to the building, 480 V

HVAC system

lights, office space, etc.

UPS PDU computer racks

backup diesel generators

Electricity Flows in Data CentersElectricity Flows in Data Centers

computerequipment

uninterruptible

load

UPS = Uninterruptible Power Supply

PDU = Power Distribution Unit;

Specify Efficient Information Specify Efficient Information Technology Power Supplies and Technology Power Supplies and Uninterruptible Power SuppliesUninterruptible Power Supplies

Factory Measurements of UPS Efficiency

70%

75%

80%

85%

90%

95%

100%

0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%

Percent of Rated Active Power Load

Eff

icie

ncy

Flywheel UPS

Double-Conversion UPS

Delta-Conversion UPS

(tested using linear loads)

45%

50%

55%

60%

65%

70%

75%

80%

85%

0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%

% of Nameplate Power Output

% E

ffic

ien

cy

Average of All Servers

Power supplies in IT equipment generate much of the heat. Highly efficient supplies can reduce IT equipment load by 15% or more.

UPS efficiency also varies a lot.

(Do they need the same environment as the IT equipment or can their conditions be relaxed?)

Consider On-Site GenerationConsider On-Site Generation

Can use waste heat for cooling Can use waste heat for cooling – sorption cycles sorption cycles – typically required for cost effectivenesstypically required for cost effectiveness

Swaps role with utility for back-upSwaps role with utility for back-up Air-quality issuesAir-quality issues Sell-back optionsSell-back options

– complex controls requiredcomplex controls required

Use Liquid Cooling of Racks and Use Liquid Cooling of Racks and ComputersComputers

Water is 3500x more effective than air Water is 3500x more effective than air on a volume basis on a volume basis

Cooling distribution is more energy Cooling distribution is more energy efficientefficient

Water-cooled racks available now; Water-cooled racks available now; liquid-cooled computers are comingliquid-cooled computers are coming

Heat rejection at a higher temperature Heat rejection at a higher temperature – Chiller plant more efficientChiller plant more efficient– Water-side economizer more effectiveWater-side economizer more effective

Improve Design, Operations, Improve Design, Operations, and Maintenance Processesand Maintenance Processes

Get IT and Facilities people to work Get IT and Facilities people to work together together

Use life-cycle cost analysisUse life-cycle cost analysis Document design intentDocument design intent Introduce energy optimization earlyIntroduce energy optimization early Benchmark existing facilitiesBenchmark existing facilities Re-commission as a regular part of Re-commission as a regular part of

maintenancemaintenance

SummarySummary

Air managementAir management Right-sizingRight-sizing Central plant optimizationCentral plant optimization Efficient air handlingEfficient air handling Free coolingFree cooling Humidity controlHumidity control UPSs and power suppliesUPSs and power supplies On-site generationOn-site generation Liquid coolingLiquid cooling Design and M&O processesDesign and M&O processes

ConclusionConclusion

Energy benchmarking can be Energy benchmarking can be effective in helping to identify effective in helping to identify better performing designs and better performing designs and strategies. As new strategies are strategies. As new strategies are implemented (e.g. liquid cooling), implemented (e.g. liquid cooling), energy benchmarking will enable energy benchmarking will enable comparison of performance.comparison of performance.

Thank you!Thank you!

Questions??Questions??

For more info: For more info: http://hightech.lbl.gov/datacentershttp://hightech.lbl.gov/datacenters