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Date: 6/5/2019 
 
 
 
 
Department of Mechanical Engineering 
MECH 672: Modelling Energy Systems  
Prof. Fadl Moukalled 
 
 
Final Project:  Simulation of Energy Consumption for a 
Residence in Beirut using eQuest 
Done By:   Hasan Jaafar 
            Ali Saleh 
                     Malek Harake 
 
 
 
2 
 
Abstract 
In general, the decision of a client is strongly dependent on both the initial cost 
and  running  cost.  For  this  reason,  knowing  utility  rates  for  energy  sources 
before  designing  is  very  important.  The  aim  of  the  project  is  to  obtain  a 
suitable HVAC system with the best performance for a house located in Beirut. 
By  the  best  performance  we  mean  a  system  with  the  lowest  cost  and  the 
highest efficiency. This will be achieved by optimizing the use of energy in the 
house. Simulations on eQuest software will be done to find the results of all 
sources of energy consumption in the baseline design. Then, modifications on 
system  components  will  be  done  to  reduce  energy  consumption  and  save 
money. 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3 
 
Table of Contents 
Introduction ............................................................................................................................................ 5 
Objectives ............................................................................................................................................... 5 
Building Description ................................................................................................................................ 6 
Different Zone Area ............................................................................................................................ 6 
Different Zone Equipment .................................................................................................................. 7 
Software Used: eQuest ........................................................................................................................... 8 
Floor Plan ............................................................................................................................................ 8 
Proposed Design of the Base Case ...................................................................................................... 9 
Geometry of the Plan .......................................................................................................................... 9 
Alternatives that will be Implemented ................................................................................................. 11 
Results ................................................................................................................................................... 12 
Base Case Scenario: .......................................................................................................................... 12 
Roof Thickness and Insulation: ......................................................................................................... 12 
External Wall Thickness and Insulation: ........................................................................................... 13 
Ground Floor Thickness and Insulation: ........................................................................................... 13 
Glazing Type Improvement: .............................................................................................................. 14 
Adding Windows External Shading: .................................................................................................. 14 
Domestic Hot Water System Improvement: ..................................................................................... 15 
Lighting Improvement: ...................................................................................................................... 15 
Energy Efficiency Studies with VVT System ...................................................................................... 16 
Cost analysis and payback period ......................................................................................................... 17 
Comparing Different HVAC Systems ..................................................................................................... 19 
Conclusion ............................................................................................................................................. 20 
References ............................................................................................................................................ 20 
 
 
 
 
 
4 
 
List of Figures 
Figure 1: Floor Plan ...................................................................................................................6 
Figure 2: Map Footprint.............................................................................................................8 
Figure 3: 3D Geometry of the House.........................................................................................9 
Figure 4: Annual Utility Bills with VVT System....................................................................16
Figure 5: Annual Utility Bills with 7 HVAC Systems ............................................................16 
Figure 6: Annual Utility Bills with Different HVAC Systems and Conditions ............ 1Error!
Bookmark not defined. 
 
 
 
 
List of Tables 
Table 1: Zone Area (ft2) ............................................................................................................6 
Table 2: Floor Equipment Rating ..............................................................................................7 
Table 3: Cooking load..............................................................................................................10 
Table 4: Refrigeration load......................................................................................................10 
Table 5: Utility rates ................................................................................................................18 
Table 6: Economy analysis without accumulation ..................................................................18 
Table 7: Economy analysis with accumulation .......................................................................19 
   
5 
 
Introduction 
Nowadays, numerical solvers are widely used in energy systems design. They 
provide  fast  simulations  that  govern  accurate  information  about  the  system 
capacity and costs needed to heat and cool a specific volume.  
The following report represents a case study of a house to study its energy and 
economic performance under existing conditions. 
eQuest, based on the DOE‐II engine, is a tool used in this project in order to 
analyze the heat and cooling needs for a one floor residence located in Beirut.  
The building energy consumption is simulated for different design parameters 
(i.e. insulation, roof and wall thickness, glazing, lighting system, and shading) 
and the annual energy consumption report are generated and analyzed. 
Many interrelated parameters affect energy consumption in a building. Here 
comes the importance of modelling the buildings’ energy systems. It is a way 
to know how passive I should design the building and to compromise between 
passive  and  conventional  systems  to  meet  the  minimal  costs  and  energy 
consumption. 
 
 
Objectives 
The  main  objective  of  the  project  is  to  optimize  the  use  of  energy  for  a 
residential house in Beirut, Lebanon. The main issue regarding the increase in 
the consumption of the electricity in our houses is because of the HVAC system 
installed.  
Using eQuest software, we will simulate the results of the base case we have 
including the HVAC system, the heating system, the incandescent lighting and 
the  walls  and  roofs  without  any  insulation  in  addition  to  the  single  glazing 
doors and windows. 
After that, different ECMs will be investigated and compared to the base case 
to check which parameter has the most impact on the house we have. This 
change  in  energy  consumption  will  be  directly  reflected  by  a  change  in 
electrical and gas consumption leading to change in the cost. 
 
 
 
 
6 
 
Building Description  
The site consisted of one floor residence located in Beirut, Lebanon. The area 
of the house is 150 m2 
with a height 3m from floor to the ceiling. The house is 
occupied by four people and is divided as the following figure: 
 
Figure 1: Floor Plan
The following tables will show the area of each zone and the equipment ratings 
for each room. 
Different Zone Area 
Table 1: Zone Area (ft2)
Zone  Area (ft2
) ft2/person
Salon 727.7 299.44
Kitchen 131.8 299.44
Master Bedroom 296.5 299.44
Bedroom 147.9 299.44
Corridor 162.6 1003.13
 
7 
 
Different Zone Equipment 
Table 2: Floor Equipment Rating
Zone Equipment Type Quantity Rating
Salon
TV Samsung 1 100W
Electric Heater (4 Rows) Warm-lite 1 1500 W
Phone Panasonic 1 0.5 A
Vacuum Cleaner Hoover 1 1600 W
Lamps Fluorescent 15 40 W
Fan Dalco 1 60 W
AC Samsung 1 1 ton (3510W)
Master Bedroom
Lamps Incandescent 2 100 W
Laptop Lenovo 1 90 W
Iron Machine Philips 1 2630 W
Phone Charger Samsung 1 0.6 A
Fan Dalco 1 60 W
Bedroom
Lamps Incandescent 2 200 W
Fan Dalco 1 60 W
Modem T-link 1 0.3 A
Phone Charger Samsung 1 0.6 A
Laptop Toshiba 1 1.5 A
Corridor + Entrance
Lamps Fluorescent 3 40 W
Lamps Incandescent 1 100 W
Kitchen
Refrigerator Samsung 1 0.9 A
Microwave Samsung 1 700 W
Lamps Fluorescent 2 40 W
Washing Machine Samsung 1 500 W
Each Bathroom
Lamps Fluorescent 1 40 W
Exhaust Fan V-Guard 1 40 W
 
8 
 
Software Used: eQuest 
Using eQuest software, we will simulate the results of the base case we have 
including  all  sources  of  energy  consumption.  After  that,  different  efficiency 
models  will  be  investigated  and  compared  to  the  base  case  to  check  which 
parameter has the most impact on the house we have.  
 
Floor Plan  
 
Figure 2: Map Footprint
9 
 
Proposed Design of the Base Case  
After dividing the plan into several areas, we need to design the walls, roof, 
and  the  floor  that  will  be  composed  of  a  single  concrete  layer  without  any 
insulation.  
Regarding  the  windows  and  transparent  doors,  we  will  be  using  clear  glass 
without adding any fins or overhangs for the windows. While the opaque doors 
that we have, they will be composed of steel polyurethane sandwich. 
Finally, after selecting all the required inputs, we will obtain the geometry as in 
the following figure (figure 3). 
 
Geometry of the Plan 
 
Figure 3: 3D Geometry of the House
 
 
 
10 
 
Loads Requested by eQuest 
Cooking loads: 
Oven load according to ASHRAE 2001 fundamentals handbook, for the medium 
size oven is 1900 W/m2. 
 
Table 3: Cooking load
Kitchen Area (ft2) 
Oven 
Hearth Size (m2)  0.8  132 
Load (W/m2)  1900  Load (W/ft2) 
Load (W)  1520  11.51515152 
Microwave  Load (W)  800  6.060606061 
 
Refrigeration load:  
According to ASHRAE 2001 fundamentals handbook, the cooling load for small 
refrigerator is 600 W/m3 of its size. 
Table 4: Refrigeration load
Volume  0.3 
Load (W/m3)  690 
Load (W)  207 
Kitchen Area (ft2)  132 
Load (W/ft2)  1.568182 
 
 
 
 
 
 
 
11 
 
Alternatives that will be Implemented 
At the beginning, we will have the results of the base case. After that, seven 
different efficiency studies on the base case design will be implemented to 
check which measure has the most impact on the system we have. The seven 
different measures will be: 
 
1. Roof thickness and insulation 
2. External Wall thickness and insulation 
3. Ground Floor thickness and Insulation 
4. Glazing Type Improvement 
5. Adding Shading for the Windows 
6. Domestic Hot Water System Improvement 
7. Lighting Improvement 
 
Also, seven different HVAC systems will be studied with all the alternatives 
mentioned above to check which system is the most efficient with all these 
improvements that will lead to decrease in the annual utility bills. The seven 
HVAC systems will be as the following: 
 
1. Packaged Terminal Heat Pump 
2. Variable Volume Temperature Heat Pump 
3. Packaged Single zone Heat pump 
4. Split Single Zone Heat Pump 
5. Variable air Volume with Electric Heater 
6. Fan Coil with Hot Water Heat 
7. Standard VAV with HW Heat  
 
The first 4 HVAC systems will be related to the DX systems while the last 3 
HVAC systems will be related to chiller systems. 
 
In the next section, where we are going to see the results, for the VVT Heat 
Pump system that will be assumed for the base case and whole other 
alternatives. 
 
12 
 
Results 
According to the results section, the base case results will be considered first, 
then the results of each alternative accumulatively that must improve our 
system. 
Base Case Scenario: 
 
For the electric consumption, the most important factors that we need to 
focus on are the water heating, space heating, and the space cooling. The 
water and space heating load increases during the winter season, while the 
maximum load was during August which is 2.2 kWh. For the gas consumption, 
the load was only because of the cooking in the kitchen. 
Roof Thickness and Insulation: 
 
13 
 
After adding insulation and increasing the thickness of the roof, both space 
heating during winter and space cooling during summer season decreased. 
Comparing the electric consumption between the base case and this case at 
August, the consumption decreased from 2.2 kWh to 1.7 kWh. 
External Wall Thickness and Insulation: 
 
Ground Floor Thickness and Insulation: 
 
After also increasing the external wall and the ground floor thickness and 
adding insulation on the walls, the electric consumption continues to decrease 
but slightly compared to the base case from 2.2 kWh to 1.55 kWh.  
 
14 
 
Glazing Type Improvement: 
 
In addition to the previous cases, the window glazing type we have was 
changed from single clear to low emissivity triple glazing separated by argon 
gas. The electric consumption during August continues to decrease reaching 
1.4 kWh. 
Adding Windows External Shading: 
 
Adding external shading to the existed windows, it didn’t have any change on 
the electric consumption of the house. 
15 
 
Domestic Hot Water System Improvement: 
 
For the domestic hot water, the gas was used as a source for the heating of the 
water instead of the electricity. This results in a great decrement in the energy 
consumption and increase in the gas consumption instead. 
Lighting Improvement: 
 
Last alternative that will implemented was changing the existing lamps with 
LED ones. After implementing all the alternatives accumulatively and 
comparing the month of August between the last case and the base case, the 
electric consumption decreased from 2.2 kWh to 1.25 kWh while increase in 
the gas consumption. 
16 
 
Energy Efficiency Studies with VVT System 
 
Figure 4: Annual Utility Bills with VVT System
According to figure 4, the grey color reflects the electric rate while the blue 
one reflects the gas rate. The obvious thing is that the highest annual utility 
bills was in the base case scenario which is 1500$. After implementing all the 
previous alternatives to our base case accumulatively, the annual utility bills 
decreased from 1500$ to 940$. This means that our annual utility bills were 
decreased by 37.5%. 
But we have stated before that not only the alternatives will be changed but 
also different HVAC systems will be implemented instead of the VVT heat 
pump system and check how the annual utility bills are varying with different 
HVAC system.  
Figure 5: Annual Utility Bills with 7 HVAC Systems
17 
 
The same procedure was done for the 7 HVAC systems, thus we obtained 56 
sets of results. The x‐axis refers to the improvements implemented before for 
example (A: Base case and B: Roof enhancement) and the bars correspond to 
the HVAC system used while the y‐axis refers to the annual utility bills. The first 
four systems are Dx based systems while the second three are chiller‐based 
systems.  
At the base case design, the Dx systems were performing better than the 
chiller systems, but as we go through the improvements the performance of 
the chiller systems is becoming better. 
Also, if we compare the Chiller VAV system with electric heater, for the base 
case the annual utility bills was 1700$ and as we go through the whole 
enhancement, it decreased to 900$ which is almost 47% less. And after 
applying all the enhancement to the base case, the best Dx system was the 
VVT heat pump which is 940$ compared to the other Dx systems but still 
higher than the Chiller‐based system which is 900$ as an annual utility bill. 
 
 
Cost analysis and payback period 
Even if the load calculation is obtained and we can minimize the cost behind 
these  loads  we  have  to  make  economic  analysis  to  see  if  the  modifications 
done are worth it or not.  
Money  is  one  of  the  most  important  parameters  that  must  be  taken  into 
consideration when making any decision. For this reason, we have to know the 
utility rates for all available energy sources. In general, we have two energy 
sources  that  are  electricity  and  gas.  In  the  below  table  we  calculated  the 
average electric utility charges based on government and subscription charges 
and the price of gas per therm starting from the price of gas per cylinder. 
 
18 
 
Table 5: Utility rates
Utility rates of electricity 
in Lebanon 
Electricity 
rates($/Kwh) 
Utility rates of gas in 
Lebanon 
LPG cost 
Government  0.053  $/cylinder  9.74 
Subscription  0.16 $/gallon  1.5362461 
Average  0.088666667  $/therm  1.09731864 
 
By applying measure to the baseline each improvement is studied alone, but if 
we  apply  measure  in  accumulative  way,  initial  costs,  savings,  and  profit  is 
calculated in accumulated way also. In table (6), each improvement is studied 
alone over both twenty‐five years and fifty years. It can be analysed from the 
table that an appropriate improvement is the one done on the roof. It has a 
very low payback period and a very high profit incoming. 
Table 6: Economy analysis without accumulation
Improvement 
Initial 
Cost ($) 
Savings per 
year ($) 
Payback 
Period 
(years) 
Profit in the 
coming 25 
years ($) 
Profit in the 
coming 50 
years ($) 
Roof  500 276 1.8 6400  13300
External Wall  350 16 21.9 50  450
Ground floor  425 18 23.6 25  475
Window Glass Type  500 66 7.6 1150  2800
Window External Shading  95 4 23.8 5  105
Domestic hot water  0 113 0.0 2825  5650
Lightning Power  50 41 1.2 975  2000
 
As predicted, the accumulated initial cost will increase and the accumulated 
profit incoming will increase. All improvements will have a payback period of 
four years which is very acceptable for seven improvements. The profit after 
twenty  five  years  is  a  high  number  which  deserves  going  into  with  these 
modifications. 
19 
 
Table 7: Economy analysis with accumulation
Improvement 
Accumulated 
Initial Cost ($) 
Accumulated 
savings per year 
($) 
Payback 
Period 
(years) 
Profit in 
the coming 
25 years 
($) 
Profit in 
the coming 
50 years 
($) 
Roof  500 276 1.81 6400  13300
External Wall  850 299 2.84 6625  14100
Ground floor  1275 323 3.95 6800  14875
Window Glass Type  1775 391 4.54 8000  17775
Window External Shading  1875 395 4.75 8000  17875
Domestic hot water  1875 507 3.70 10800  23475
Lightning Power  1925 555 3.47 11950  25825
 
Comparing Different HVAC Systems 
After comparing the utility bills between the 7 HVAC systems, we realized that 
the chilled water has lower utility bills compared to the Dx systems when 
improvements occurs. This happens because the boilers are running on gas 
instead of electricity, and in our case, which is Lebanon the gas rate is lower 
than the electric rate as discussed before in Table 5.  
As a result, the Dx systems was restudied again but instead of running the heat 
pumps with electricity, we will be using gas. The results will be compared with 
the previous results of the chilled water system in the following figure: 
Figure 6: Annual Utility Bills with Different HVAC Systems and Conditions
20 
 
Comparing the utility bills in figure 6, and after changing the heat pump from 
working on electricity into gas, the best system will be the system that has the 
lowest annual utility bills and it is the variable volume temperature gas heat 
pump system in our case, where the annual bills are around 590$/year. 
 
Conclusion 
Various parameters were changed and their effect on the cooling load, 
electrical consumption, and gas consumption were investigated. 
eQuest is smart tool for calculating the energy balance of this building. It 
provides us with the energy consumption reports (monthly, annual, peak) and 
other reports for electrical and gas consumption. The friendly interface in this 
software allowed us to parameterize different design parameters and check 
their effects on energy and cost. 
In our case, the best improvement was observed after increasing the thickness 
of the roof and adding insulation into it. Also, when we studied the profit and 
pay back for each enhancement we have implemented, it is clear that also the 
roof was the most profitable one among the others.  
At the beginning the annual utility bills after applying all the improvements to 
our base case was better for the chiller water systems but after changing the 
work of the heat pumps we have from electricity into gas, the VVT gas heat 
pump shows the lowest annual utility bills which is around 590$/year and was 
the most efficient system among the others. 
 A good notification to be taken into consideration is that modeling and 
simulating energy systems is a very helpful and powerful in order to improve 
energy system performance and efficiency for long terms. 
 
 
References  
 Modelling Energy System Class Slides 
 eQuest 
 ASHRAE 2001 fundamentals handbook 
 https://power2switch.com/IL/Lebanon/ 
 

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