1. Phoenix Convention Center Phoenix, Arizona Army Reserve Metering Program Integrated EnergyMetering Strategies Marcus De La Rosa Pacific Northwest National Laboratory August 13, 2015

2. Energy Exchange : Federal Sustainability for the Next Decade AGENDA Intro to the Army Reserve Army Metering Program Army Reserve Meter Data Evaluation –Meter Data Management System –Army Reserve Solution Army Reserve Acceptable Parameters Army Reserve Metering Program Process –Challenges Backup Slides 2

3. Energy Exchange : Federal Sustainability for the Next Decade Intro to the Army Reserve 3 # BuildingsBldg (SF)Land (Acres) OwnedLeasedOwnedLeasedOwnedLeased 4,55730743.2M2.6M272,270182,534

4. Energy Exchange : Federal Sustainability for the Next Decade Typical Army Reserve Training Complex 4 Army Reserve Center Training Facility Army Reserve Center Training Facility Storage Organizational Maintenance Shop Organizational Maintenance Shop

5. Energy Exchange : Federal Sustainability for the Next Decade 99 th RFOS and AFOS 5

6. Energy Exchange : Federal Sustainability for the Next Decade AMP and MDMS Army Metering Program (AMP) - 2010 –Army Reserve Portion 789 Meters Installed on 410 Facilities 393 Meters Reporting on 212 Facilities (FEB 2015) –Electricity –Natural Gas –Water Army Meter Data Management System (MDMS) –AR Meters 100% connected & reporting to central location by 30 DEC, 2015 6

7. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program What to do with data? –Value Energy Reduction = Cost Savings –Scale 800 meters –Time Regular review Answer: Evaluate Building Operations 7

8. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program Army Reserve Process –Download 15 min interval data from MDMS –Process data –Upload data to PNNL server –Perform data analytics –Generate graphics –Analyzed meters in groups and individually –Write Meter Data Evaluation Report –Issue ELAS Tasker –Track responses to Tasker & repeat 8

9. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program Four Operational Characteristics 1.Does the building have proper night and weekend setbacks? 2.Are the start times appropriate? 3.Are the shut off times appropriate? 4.Does the building have a high base load? 9

10. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program 10 Electric Meter

11. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program 1.Night and weekend setbacks –Identified by a change in consumption patterns between night, weekday, and weekend hours 11 No SetbacksNight and Weekend Setbacks

12. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program 2.Early start times –Identified by an increase in consumption before 0600 hrs 12 Poor SetbacksEarly Start & Late Shutoff

13. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program 3.Late shut off times –Identified by a lack of reduction in consumption after 1900 hrs 13 Poor SetbacksEarly Start & Late Shutoff

14. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program 4.High Base Load –Identified by the baseline consumption during unoccupied hours compared to either: The occupied consumption periods, or Other buildings in the same RSC/Installation 14

15. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program Meters Grouped by RSC and Installation –Finding Outliers 15

16. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program 16

17. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program Meter Data Evaluation Report Analysis of every meter 17 State / Installati onSite Building Name Night time set backs Early Start Times Late Shutoff Times High Base Load Data Every Month?Specific Notes NORTH CAROLINA NC004 - ASHEVILLE, NORTH CAROLINA 1 Walter Hatch Lee Reserve CenterNO YES No night or weekend set backs evident. NORTH CAROLINA NC007 - CHARLOTTE, NORTH CAROLINA 15 Charlotte Reserve Center #3NO YES Night set backs are not evident, but weekend set backs are. NORTH CAROLINA NC007 - CHARLOTTE, NORTH CAROLINA 1 Charlotte Reserve Center #1 (HQ 108th Division)YES NOYES Night and weekend set backs are in place, but HVAC turns on at 0300 hrs every day. NORTH CAROLINA NC026 - GREENVILLE, NORTH CAROLINA 2 CPT Christopher S. Cash AFRC----NONo data for 2014 NORTH CAROLINA NC027 - HICKORY, NORTH CAROLINA 1 D.W. HUDSON USARCNO YES No night or weekend set backs evident.

18. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program Meter Data Evaluation Tasker Questionnaire –Describe planned corrective action, or –Explain why building must operate outside normal parameters Building Identification Information Meter Data Evaluation Questionnaire RegionInstallationSiteBuilding Name Building Number Describe planned corrective actionOR Explain why outside normal parameters Additional Comments 63rdARIZONA BARNES HALL USARC P0002 BARNES HALL USARC/AMSA 96(G)P0002 63rdARIZONA BARNES HALL USARC P0006 BARNES HALL USARC/AMSA 96(G)P0006 Building operates within acceptable parameters. No response required. 63rdARIZONA HERREA HALL USAR CENTER 100 HERRERA HALL USARC100 63rdARIZONA HERREA HALL USAR CENTER 200 HERRERA HALL USARC200 63rdARIZONA HERREA HALL USAR CENTER 602 HERRERA HALL USARC602

19. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program Challenges –Manual process for large number of meters (400-800) Download, Process, Upload, Perform analytics, Visualize, Analyze, Write report, Issue Tasker, Track, Repeat Team of 1,2,3,4,5,6,7 people –Determining where and how to direct change in building operations –Who has the authority to make changes to the operating schedule in the building controls systems? AFOS PM Contractor Building occupants 19

20. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program 20 THANK YOU Marcus De La Rosa Pacific Northwest National Laboratory marcus.i.delarosa.ctr@mail.mil

21. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program 21 Water Meter LEAK!

22. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program Water Meter Looks like Natural Gas Meter Why? Boiler Feed Boiler Setpoints 22

23. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program Natural Gas Meter On/Off switch? Certainly no night/weekend setbacks! 23

24. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program Natural Gas Meter Maintaining Constant Setpoint 24

25. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program Electric Meter Parking lot lights? 25

26. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program Electric Meter Malfunctioning Meter 26

27. Energy Exchange : Federal Sustainability for the Next Decade ARIMD Metering Program 27 FIN