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TO MEASURE NOT MODEL:
Case Study – Purdue University
Center for High Performance Design
at the Ray W. Herrick Labs
I2SL Annual Conference
San Diego, California
September 21-23, 2015
2015
Presented by: Dave Sereno, PE, LEED AP / Jeff Cappelle, PE, LEED AP
Learning Objectives
Understand error margins in Energy Modeling and
CFDs (Computational Fluid Dynamics)—and how they
relate to both sustainable design and lab safety.
Understand Data Acquisition System Architectures—
and the importance of ‘right tool for the job’
options/choices to be made early in a project.
Understand the keys to measurement, metering and
baseline when predicting building systems
performance.
1
2
3
Presenters
Dave Sereno, PE, LEED AP
Principal
dsereno@aeieng.com
Jeff Cappelle, PE, LEED AP
Mechanical Engineer
jcappelle@aeieng.com
Purdue University
Center for High Performance Design at the
Ray W. Herrick Labs
Photography ©Brad Feinknopf 2013
Living Laboratories
Psychrometric
Chambers
Laboratory
Thermal Systems
Laboratory
Air Quality Chamber
An in situ HVAC research factory.
Thermal Systems Laboratory
• Raw idea
• Bench top
• Still very much “what if” stage
Psychrometric Chambers Laboratory
• Commercially viable
• Test in 7,000 ft3 chambers
• Precision energy balance is end goal
Living Laboratories
• Four 20-person office suites
• Highly reconfigurable
• Dedicated empirical baseline
• Quantifiable-primarily;
qualitative-secondarily
Verification
Laboratory Program
Site
Geothermal
Borefields
Explosion Relief
and
Fuel Storage Zone
Southern
Quad
Site: GeoExchange
Not Your Basic Bore Field
Informing geothermal model
through measurement:
TestGroundCoupledHeatPumpExperimentally
Validatenumericalmodelsbasedonthetestresults
Developarobustvalidatedmodel
Analysisofthenumericalmodels
Suite of Delta T’s &
The Carnot Efficiency
• Variable
Refrigerant
systems
• GeoExchange
systems
• Energy recovery
chillers
• Absorption
chillers
• Stirling engines
• Chilled beams,
chilled sails
• Radiant heating
and cooling
panels
• Compressor test
stands
• Gas fired boilers
• Heat pumps
Photography ©Brad Feinknopf 2013
ηTH, CARNOT = 1 -
TL
TH
The Thermodynamicist’s Playground
Purdue Herrick: BTU/Delta T
Navigated Highway
Illustration © Affiliated Engineers, Inc.
Living Laboratories
Concept:
Four open-plan, occupied, side-by-
side office spaces with reconfigurable
envelope, lighting, and HVAC/comfort
delivery systems and controls. The
facilities allow independent monitoring
and environmental control with
occupant-environment interaction.
Features:
• Two baseline labs. Two experimental
labs: hydronic and air.
• Highly reconfigurable, modular construction
• Rigorously instrumented
• Dedicated baseline (aka “placebo” spaces)
• Ease of device and instrumentation accessibility and changeover.
Modular, flexible and reconfigurable – comparison and evaluation of
design and control options
Living Laboratories
Hydronic Lab
Measurement and Verification
Living Laboratories
Air Lab
Measurement and Verification
Displacement Ventilation
1. Fresher Air
2. Personalized Cooling
3. Quiet
4. Energy Savings
5. Interior Design
Living Lab (Hydronic) Living Lab (Air)
Photography ©Brad Feinknopf 2013
Photography ©Brad Feinknopf 2013
Reconfigurable Double Skin Façade
Living Laboratory, Airside
Viability
Sustainability
Submitted for LEED Silver; received LEED Gold
Blue is the new greenApproaching 50% annual
reduction over ASHRAE 90.1
Energy Efficiency Water Efficiency
Data Acquisition System Architecture
BMS*
*Proprietary: Fire Alarm, Lighting, Security
50%
R&D
50%
BMS*
CONTROL POINT VOLUME
Typical Physical Sciences
R&D Lab
Typical R&D Lab/
Office Building
Controls: Languages Spoken
Issues that Drive the Architecture
BMS
• Cost
• Creature Comfort
• Energy Management
• Fault Detection
• Maintenance Staff
• Predictive Wet Bulb
• Preventive Maintenance
• Robust/Bulletproof
• Trend Logging
PLC
• Integration
• Safety
SCADA and/or Network Level
• Business/Process Network • Display • Enterprise Network • Historian
U.U.T.
• Automation
• Creativity
• Dexterity given to
Change
• FDA
• High Accuracy/High
Repeatability
• High Sampling Rates 10
Hz, 10,000 Hz
• IP/Control/Data Security
• Legal/IP
• Regulation
• Software Maintenance
• Synchronization vs Time
Stamping
Purdue Network
Illustration©AffiliatedEngineers,Inc.
Air Quality Via CFD Modeling
Optics Lab – Baseline
Baseline Layout
Laser Table Microenvironment Velocity Streamlines
Air Quality Via CFD Modeling
Optics Lab – Option 1
Velocity Section Streamlines
Perimeter
Supply
Central
Return
Air Quality Via CFD Modeling
Optics Lab – Option 1
Velocity Profile Section
Air Quality Via CFD Modeling
Optics Lab – Baseline
Table Perimeter
Overhead Ceiling Supply Diffuser
(Typ-2)
HEPA System Wall Return
Baseline Layout – Velocity Profile 9 Inches above Table
Air Quality Via Empirical Measurement
Air Quality Chamber
Particle Image Velocimetry Measurement
In PIV measurement, the air is seeded with tracer particles for flow
visualization. The particles are sufficiently small to be assumed to completely
follow the flow dynamics.
Air Quality Via Empirical Measurement
Current Subject Environment Examples
Infectious disease air side transmission:
e.g., Ebola, Measles
Clean Rooms: Biological,
Semi-Conductor, Nanofabrication
Aerospace: Thermal comfort, humidification,
cabin pressurization, air filtration
Photography ©Brad Feinknopf 2013
Clean, Bright, Lines of Sight
“Research in Herrick’s new facilities will
attack some of the most daunting and
complex problems confronting the world,
such as rising energy consumption and
environmental pollution, climate change,
public health, comfort and security, and
issues associated with an aging
population.“
- Leah Jamieson, The John A Edwardson
Dean of Engineering/Ransburg
Distinguished Professor of Electrical &
Computer Engineering
TO MEASURE NOT MODEL:
Case Study – Purdue University
Center for High Performance Design
at the Ray W. Herrick Labs
I2SL Annual Conference
San Diego, California
September 21-23, 2015
2015
Presented by: Dave Sereno, PE, LEED AP / Jeff Cappelle, PE, LEED AP
QUESTIONS

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To Measure Not Model: Case Study -- Purdue University Center for High Performance Design at the Ray W. Herrick Labs

  • 1. TO MEASURE NOT MODEL: Case Study – Purdue University Center for High Performance Design at the Ray W. Herrick Labs I2SL Annual Conference San Diego, California September 21-23, 2015 2015 Presented by: Dave Sereno, PE, LEED AP / Jeff Cappelle, PE, LEED AP
  • 2. Learning Objectives Understand error margins in Energy Modeling and CFDs (Computational Fluid Dynamics)—and how they relate to both sustainable design and lab safety. Understand Data Acquisition System Architectures— and the importance of ‘right tool for the job’ options/choices to be made early in a project. Understand the keys to measurement, metering and baseline when predicting building systems performance. 1 2 3
  • 3. Presenters Dave Sereno, PE, LEED AP Principal dsereno@aeieng.com Jeff Cappelle, PE, LEED AP Mechanical Engineer jcappelle@aeieng.com
  • 4. Purdue University Center for High Performance Design at the Ray W. Herrick Labs Photography ©Brad Feinknopf 2013
  • 6. An in situ HVAC research factory. Thermal Systems Laboratory • Raw idea • Bench top • Still very much “what if” stage Psychrometric Chambers Laboratory • Commercially viable • Test in 7,000 ft3 chambers • Precision energy balance is end goal Living Laboratories • Four 20-person office suites • Highly reconfigurable • Dedicated empirical baseline • Quantifiable-primarily; qualitative-secondarily
  • 9. Site: GeoExchange Not Your Basic Bore Field Informing geothermal model through measurement: TestGroundCoupledHeatPumpExperimentally Validatenumericalmodelsbasedonthetestresults Developarobustvalidatedmodel Analysisofthenumericalmodels
  • 10. Suite of Delta T’s & The Carnot Efficiency • Variable Refrigerant systems • GeoExchange systems • Energy recovery chillers • Absorption chillers • Stirling engines • Chilled beams, chilled sails • Radiant heating and cooling panels • Compressor test stands • Gas fired boilers • Heat pumps Photography ©Brad Feinknopf 2013 ηTH, CARNOT = 1 - TL TH The Thermodynamicist’s Playground
  • 11. Purdue Herrick: BTU/Delta T Navigated Highway Illustration © Affiliated Engineers, Inc.
  • 12. Living Laboratories Concept: Four open-plan, occupied, side-by- side office spaces with reconfigurable envelope, lighting, and HVAC/comfort delivery systems and controls. The facilities allow independent monitoring and environmental control with occupant-environment interaction. Features: • Two baseline labs. Two experimental labs: hydronic and air. • Highly reconfigurable, modular construction • Rigorously instrumented • Dedicated baseline (aka “placebo” spaces) • Ease of device and instrumentation accessibility and changeover. Modular, flexible and reconfigurable – comparison and evaluation of design and control options
  • 15. Displacement Ventilation 1. Fresher Air 2. Personalized Cooling 3. Quiet 4. Energy Savings 5. Interior Design Living Lab (Hydronic) Living Lab (Air)
  • 16. Photography ©Brad Feinknopf 2013 Photography ©Brad Feinknopf 2013 Reconfigurable Double Skin Façade
  • 18. Viability Sustainability Submitted for LEED Silver; received LEED Gold Blue is the new greenApproaching 50% annual reduction over ASHRAE 90.1 Energy Efficiency Water Efficiency
  • 19. Data Acquisition System Architecture BMS* *Proprietary: Fire Alarm, Lighting, Security 50% R&D 50% BMS* CONTROL POINT VOLUME Typical Physical Sciences R&D Lab Typical R&D Lab/ Office Building
  • 21. Issues that Drive the Architecture
  • 22. BMS • Cost • Creature Comfort • Energy Management • Fault Detection • Maintenance Staff • Predictive Wet Bulb • Preventive Maintenance • Robust/Bulletproof • Trend Logging PLC • Integration • Safety SCADA and/or Network Level • Business/Process Network • Display • Enterprise Network • Historian U.U.T. • Automation • Creativity • Dexterity given to Change • FDA • High Accuracy/High Repeatability • High Sampling Rates 10 Hz, 10,000 Hz • IP/Control/Data Security • Legal/IP • Regulation • Software Maintenance • Synchronization vs Time Stamping
  • 24. Air Quality Via CFD Modeling Optics Lab – Baseline Baseline Layout Laser Table Microenvironment Velocity Streamlines
  • 25. Air Quality Via CFD Modeling Optics Lab – Option 1 Velocity Section Streamlines Perimeter Supply Central Return
  • 26. Air Quality Via CFD Modeling Optics Lab – Option 1 Velocity Profile Section
  • 27. Air Quality Via CFD Modeling Optics Lab – Baseline Table Perimeter Overhead Ceiling Supply Diffuser (Typ-2) HEPA System Wall Return Baseline Layout – Velocity Profile 9 Inches above Table
  • 28. Air Quality Via Empirical Measurement Air Quality Chamber Particle Image Velocimetry Measurement In PIV measurement, the air is seeded with tracer particles for flow visualization. The particles are sufficiently small to be assumed to completely follow the flow dynamics.
  • 29. Air Quality Via Empirical Measurement Current Subject Environment Examples Infectious disease air side transmission: e.g., Ebola, Measles Clean Rooms: Biological, Semi-Conductor, Nanofabrication Aerospace: Thermal comfort, humidification, cabin pressurization, air filtration
  • 30. Photography ©Brad Feinknopf 2013 Clean, Bright, Lines of Sight
  • 31. “Research in Herrick’s new facilities will attack some of the most daunting and complex problems confronting the world, such as rising energy consumption and environmental pollution, climate change, public health, comfort and security, and issues associated with an aging population.“ - Leah Jamieson, The John A Edwardson Dean of Engineering/Ransburg Distinguished Professor of Electrical & Computer Engineering
  • 32. TO MEASURE NOT MODEL: Case Study – Purdue University Center for High Performance Design at the Ray W. Herrick Labs I2SL Annual Conference San Diego, California September 21-23, 2015 2015 Presented by: Dave Sereno, PE, LEED AP / Jeff Cappelle, PE, LEED AP QUESTIONS