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Energy modelling report of an office building
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[ATE 598 Building Energy Analysis II] SPRING 2015
________________________________________________________________________________
Herberger Institute for Design and the Arts I Marlin Addison
TERM PROJECT May 5th 2015
EVALUATION OF ENERGY CONSERVATION MEASURES
SONAL JAIN
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CONTENT
I. EXECUTIVE SUMMARY
II. INTRODUCTION
III. BUILDING CHARACTERISTICS
IV. MODEL CALIBERATION
V. SIMULATION DETAILS
VI. ANALYSIS AND RESULT
VII. APPENDIX
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I EXECUTIVE SUMMARY
This report provides the analysis result of the energy modelling work performed on
an existing office building located in Albuquerque, New Mexico. The study first
creates a calibrated thermodynamic model using measured electric end use and
utility data. This is termed as “Building as operated” case. Several operation and
commissioning related issues that were identified during calibration were corrected
in the model to create a “Building as designed” case. This analysis compared this
“Building as designed” case with three hypothetical building (created using the same
building geometry) that are minimally compliant with various versions of ASHRAE
90.1 2001, 2004, 2007 & 2010 standards.
Six energy conservation measures are identified and analyzed for their individual
performance on the “Building as designed” case. Based on the savings potential, four
measures were selected to see the total impact if all the selected four measures were
applied to the building creating the “Building as proposed” or “Building with
recommended conservation measures” case. As compared to the minimally
compliant ASHRAE 90.1 (2001) case, the “Building as operated” costs about
75.29% ($15,453.3) more in annual utility cost due to various issues with overall
operations and commissioning. However, if these issues are corrected, the “Building
as designed” case is expected to provide an annual utility cost savings of about
2.21% or $454.2. Ultimately, if the recommended package of energy conservation
measures (consisting of an education campaign to switch off lights during off-
business hours, high efficiency lighting, daylighting based dimmer controls,
occupancy sensors, and high efficiency HVAC equipment) are adopted it can
provide about 27.47% ($5639.10) annual utility cost savings as shown below.
description
minimum ASHRAE building as building as building with
90.1 2010 building operated designed recomm
electric energy (kWh) 196700 327080 203730 139990
Natural Gas (Therms) 855.5 3270.8 606.7 887.4
Total annual utility cost $20,525.50 $35,978.80 $20,979.70 $14,886.40
savings compared to min
n/a -$15,453.30 -$454.20 $5,639.10 ASHRAE 90.1 2001 Building
% of cost savings -75.29% -2.21% 27.47%
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II INTRODUCTION
The office building that is used in this analysis is an existing two story small sized office building
located in Albuquerque, New Mexico. The intent of this report is to potentially advise the
architectural team as what energy conservation measures can be adopted in this building to increase
the potential energy savings and also to satisfy the ATE598 graduate course requirement. In
addition some of this study aims to identify the issues associated with operating and
commissioning of this building and illustrate the waste in terms of energy use. Finally, the study
shows how efficient this building could be if operated correctly when compared to minimally
compliant building as prescribed by the latest ASHRAE 90.1-2001 standards. EQUEST energy
modeling tool (version 3.65) is used to run hourly simulations covering the whole year to study
the energy use.
MODEL BUILDINGCALIBERATION (BLG. AS
OPERATED)
COMISSIONING (BLG. AS DESIGNED)
MINIMUM ASHRAE 2001
MINIMUM ASHRAE 2004 MINIMUM ASHRAE 2007
MINIMUM ASHRAE 2010CONSERVATION MODEL
(PROPOSED)
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The graphics explains the approach used in this study. A thermodynamic building model is created
using the geometry as provided by the building plans inside eQUEST tool to run hourly simulation.
The model is then calibrated using utility bills, various end use measurements, and other key
HVAC measurements to ensure the eQUEST model matches with the building as it is operated.
This case is termed as “Building as operated”. During calibration several issues related with
operation and commissioning were identified causing a lot of waste in the energy consumption.
Those issues were removed in smaller increments to see the impact of each item. After all these
issues are resolved that case is called as “Building as designed” that reflects the intent of the
designers who designed the building.
Minimum Energy Performance can be demonstrated by ensuring each individual building
component; envelope, lighting, and the HVAC system, matches the minimum requirements
prescribed by ASHRAE 90.1 for this climate region using the Energy Cost Budget method as
defined in appendix G of the recent standards. Since this building is initially designed before 2001,
all the four ASHRAE 90.1 standards (2001, 2004 2007 and 2010 version) were used to compare.
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III BUILDING CHARACTERISTICS
The building that is used in this analysis has good amount of information available to describe its
thermodynamic behavior. Summary of the characteristics and modeling images are provided
below:
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First floor and second floor zoning used in the simulation model along with daylighting sensor location
3
Dimensional views of the building that is modeled inside eQUEST
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IV MODEL CALIBRATION
The model that is built in eQUEST needs to be validated to make sure that it correctly captures
the thermodynamic behavior of the real building as close as possible. One way to validate the
model is to calibrate by matching the simulation results to the actual utility bills received from
the utility. For this building following are additional data available that aided the model
calibration. The results of the calibration are included here.
Hourly lighting kW and equipment kW monitored for a period of 1 weeks
Supply, return and mixed air temperature measured at the VAV system level. This
allowed to understand the outside air ratio that is being used
Min value position at the terminal box that provides the reheat at zone level
Specific fan schedules that was implemented to capture the actual operation of the
building
Domestic hot water electric load
Special weather parameters for the simulation
0
20
40
60
80
100
120
1 2 3 4 5 6 7 8 9 10 11 12
kW
Month
Actual vs DOE-2 Predicted DEMAND (kW)
Exterior
DHW
HP Sup
Refrig
Fans
Pumps
Towers
Cool
Heat
Equip
Task
Lights
Actual
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First the electric demand of the model is calibrated by adjusting the parameters like outside air
flow, minimum VAV valve position, and various schedule maximum values. Once the electric
demand is calibrated, various schedules are adjusted to bring electric usage closer to the actual
kWh values that were extracted from the utility bills. Finally natural gas usage values were
calibrated using supply air temperature out of the terminal box. As it can be seen from the graph,
the % difference between actual and simulated for kW, kWh, and Therms were within 1% on an
annual basis.
0
200
400
600
800
1,000
1,200
1,400
1 2 3 4 5 6 7 8 9 10 11 12
kW
h/D
ay/M
on
th
Month
Actual vs DOE-2 Predicted Electric ENERGY (kWh)
Exterior
DHW
HP Sup
Refrig
Fans
Pumps
Towers
Cool
Heat
Equip
Task
Lights
Actual
0.0
5.0
10.0
15.0
20.0
25.0
1 2 3 4 5 6 7 8 9 10 11 12
Th
erm
s/D
ay/M
on
th
Month
Actual vs DOE-2 Predicted Natural Gas ENERGY (Therms)
DHW
Fans
Pumps
Cool
Heat
Equip
Lights
Actual
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V SIMULATION DETAILS
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VI ANALYSIS AND RESULT
0
50000
100000
150000
200000
250000
DESIGNED CASE ASHRAE 2001 ASHRAE 2004 ASHRAE 2007 ASHRAE 2010 30% REDUCTION
ELECTRICAL CONSUMPTION BY ENDUSE
Ambient Lights Misc Equip Space Heating Space Cooling
Pumps & Aux Ventilation Fans Domestic Hot Water
0
50000
100000
150000
200000
250000
ELECTRICAL CONSUMPTION BY ENDUSE
Ambient Lights Misc Equip Space Heating Space Cooling
Pumps & Aux Ventilation Fans Domestic Hot Water
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0
50000
100000
150000
200000
250000
Base Design 7+EEMLIGHTING
11+EEMDAYLIGHTING
12+EEMCONSTRUCTION
ROOF
13+EEMCONSTRUCTION
WALL
14+EEM GLASS 15+EEM HVACEQUIP.
ELECTRICAL CONSUMPTION BY ENDUSE
Ambient Lights Misc Equip Space Heating Space Cooling
Pumps & Aux Ventilation Fans Domestic Hot Water
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VII APPENDIX