SlideShare ist ein Scribd-Unternehmen logo
1 von 7
Downloaden Sie, um offline zu lesen
Journal of Energy Technologies and Policy www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.3, No.6, 2013
50
Thermoelectric Power Generated from Computer Waste Heat
Amollo T.A*
, M.S.K Kirui, H.S.A Golicha, Kemei S.K, Omwoyo J.O
Faculty of Science, Department of Physics, Egerton University, P.O BOX 536-20115, Egerton, Njoro, Kenya.
*Email of the corresponding author: tebymg@gmail.com
Abstract
Computer components generate heat as the computer process information. This leads to a subsequent rise in their
operating temperatures while the failure rate of computer components increases almost exponentially with the
operating temperatures. The heat generation leads to wastage of energy yet there exist energy crisis in the world.
This study has evaluated the thermoelectric voltage that can be generated from the waste heat of Dell desktop
computer under varying processor workloads. Type J thermocouples were used to tap and convert the waste heat
in the desktop computers to thermoelectric voltage. 2286/5 data logger was used to make the temperature and the
corresponding generated thermoelectric voltage measurements of the thermocouples. Usable amounts of
thermoelectric voltage can be generated from the waste heat of the desktop computers using thermocouples.
Keywords; Thermoelectric effect, Thermoelectric voltage, Computer waste heat
1 Introduction
Thermoelectric effect is the direct conversion of temperature differences to electric voltage and vice versa. The
term “thermoelectric effect” encompasses three separately identified effects. The Seebeck effect, Peltier effect
and Thomson effect which are thermodynamically reversible (Long, 2001). The Seebeck effect is the conversion
of temperature differences directly into electricity. The voltage created by this effect is on the order of several
microvolts per Kelvin difference (Chen, et al., 2009). The voltage V developed can be derived from;
( ) ( )
2
1
T
B A
T
V S T S T dT= −∫ ..............................................................................................................................1
Where SA and SB are the thermo powers of metals A and B as a function of temperature and T1 and T2 are the
temperatures of the two junctions.
The thermo power or Seebeck coefficient, denoted by S of a material is the magnitude of an induced
thermoelectric voltage in response to a temperature difference across that material and the entropy per charge
carrier in the material (Ferreira and Kim, 2008). The absolute thermo powers for different types of metals are
equal to the ratio of the specific heat of the carrier to its electronic charge. The see beck coefficients are non-
linear as a function of temperature and depend on the conductor’s absolute temperature, material and molecular
structure (Mc Gee, 1988).
The Seebeck effect is caused by charge carrier diffusion and phonon drag. An applied temperature difference
causes charge carriers in the material to diffuse from the hot side to the cold side, leaving behind their oppositely
charged and nuclear at the hot side, giving rise to a thermoelectric voltage (Long, 2001). Phonons move against
the thermal gradient and lose momentum by interacting with electrons (or other carriers) and imperfection in the
crystal. If the phonon-electron interaction is predominant, the phonons will tend to push the electrons to one end
of the material, hence losing momentum and contributing to the thermoelectric field. This contribution is most
important in the temperature region where phonon-electron scattering is predominant (Ferreira and Kim, 2008).
This happens for;
1
=
5
DT ϑ where Dθ is the Debye temperature
If the temperature difference between the two ends of a material is small, then the thermo power of a material is
defined approximately as (Mc Gee, 1988):
V
S
T
∆
=
∆
........................................................................................................................................2
and a thermoelectric voltage of ∆V is observed at the terminals.
A thermocouple is a junction between two different metals/alloys that produces a voltage related to a
temperature difference on each side and creates a temperature difference when a voltage is applied to it.
Thermocouple operation is based on the Seebeck effect or thermoelectric effect (Long, 2001). Every metal/alloy
has a unique electronic and crystalline structure hence the allowed energy states and their electronic population
will also be unique. When the two metals come in contact, the electrons in the metal with high energy will flow
into the one with the lower energy. This occurs until the excess electrons in the metal of lower energy builds up a
reverse EMF which opposes the flow; this occurs when all the electrons in both energies come to common Fermi
Journal of Energy Technologies and Policy www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.3, No.6, 2013
51
energy Ef intermediate between the two (McGee, 1988). Thermocouples are a widely used type of temperature
sensor for measurement and control and can also be used to convert heat into electric power.
The figure of merit Z for thermoelectric devices is defined as;
2
S
Z
Kρ
= ………………………………………………………………………….........................3
Where ρ is the electrical resistivity, K is the thermal conductivity and S is the see beck coefficient. The
dimensionless figure of merit ZT is formed by multiplying Z with the average temperature (Ferreira and Kim,
2008).
The efficiency of thermoelectric device for electricity generation is given byη , defined as,
energy provided to the load
heat energy absorbed at the hot junction
η =
…………………………………………...4
The maximum efficiency MAXη is defined as,
1 1
1
H C
MAX
CH
H
T T ZT
TT ZT
T
η
− + −
=
+ +
………………………………………………… …………..5
Where HT is the temperature at the hot junction and CT is the temperature at the surface being cooled. ZT is the
modified dimensionless figure of merit (Ferreira and Kim, 2008).
2 Method
2.1 Materials
Dell desktop computer (P4: 2.8GHZ, RAM: 5.2MB, HDD: 40GB), Compaq CRT monitor, six type J
thermocouples (iron-constantan) and 2286/2285 data logger were used for the study.
2.2 Thermoelectric voltage measurement
Type J thermocouples were connected to the heat generation modules (processor, north bridge, south bridge,
HDD and monitor) of the desktop computer to tap the waste heat from the desktop computer and convert it to
thermoelectric energy. The processor workload was varied as follows: one process - windows media player, two
processes - windows media player and scanning(Avast antivirus), three processes - windows media player, VLC
media player and scanning, four processes - double scanning, windows media player and VLC media player for
all the desktop computers. 2286/5 data logger was used to measure the thermocouples temperature and the
corresponding thermoelectric voltage generated. The thermocouples were terminated at the isothermal input
connector (option -175) of the data logger. The thermoelectric voltage measurements were done for the computer
under varying processor workloads, first with the heat sinks on then with the heat sinks off. The processor heat
sink and fan were removed.
Journal of Energy Technologies and Policy www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.3, No.6, 2013
52
3 Results
Fig 1: Thermoelectric voltage generated from waste heat in Dell P4 computer (with heat sinks ON) under
varying processor workload.
Fig 2: Increase in thermoelectric voltage with temperatures in the processor of Dell P4 computer.
4 Discussion
The measurements were taken with room temperature as the reference junction, but because most thermocouples
are calibrated using ice point as the reference junction, reference junction (voltage) corrections must be made.
Thermocouples terminated at the isothermal input connector of the 2286/5 data logger use permanently stored
voltage/temperature compensation and voltage/temperature linearization algorithms so cold junction
compensation had been performed for the thermoelectric voltage measurements taken.
Limited to the heat generation modules considered, a thermoelectric voltage of 8.134-9.889 µV was generated
from the waste heat of Dell desktop computer. Figures 1 and 2 show that the thermoelectric voltage generated
increases with increase in processor workload and temperatures respectively since thermocouples operation is
based on Seebeck effect in which any conductor subjected to a thermal gradient generates a voltage. However
with the heat sinks off as described above, a faster rise in temperature hence thermoelectric voltage generated
was observed in the processor of the computer, the processor temperature reached a maximum at 83.13◦
C as
shown in table 3. The maximum thermoelectric power generated by the type J thermocouples from the waste
heat of the desktop computer can be calculated as follows using equation 2;
10.5
11
11.5
12
12.5
13
13.5
14
14.5
15
Idle 14.4MB 53MB 71.5MB
Thermoelectricvoltage(μV)
Processor workload
Average thermoelectric voltage
generated from Dell P4
Average
thermoelectric voltage
generated from Dell P4
(μV)
1.72
1.74
1.76
1.78
1.8
1.82
1.84
1.86
1.88
1.9
1.92
34.87 35.07 35.14 35.25 35.4 35.99 36.31 36.6 36.71 37.12
Voltage(μV)
Temp (◦C)
Dell P4 processor
Journal of Energy Technologies and Policy www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.3, No.6, 2013
53
Dell P4 desktop computer,
3.325
0.05199
63.95
S = = µV/◦
C
Dell P4 processor with the heat sink and fan removed,
4.354
0.0524
83.13
S = = µV/◦
C
The average maximum thermoelectric power produced by the thermocouple is therefore 0.052 µV/◦
C.
Type J thermocouples positive wire (iron) has electrical resistivity of 9.67µΩ-cm and a thermal conductivity of
0.162s-cm2
-◦
C while the negative wire (constantan) has electrical resistivity of 48.9µΩ-cm and a thermal
conductivity of 0.0506s-cm2
-◦
C (Mc Gee, 1988).
The figure of merit for the thermocouple positive wire is calculated as follows using equation 3;
And that of the thermocouple negative wire is;
2
0.052
0.00109
48.9 0.0506
Z = =
×
The dimensionless figure of merit can be approximated to be;
63.478 0.001425
0.045
2
ZT
×
= =
The values obtained for the thermocouple dimensionless figure of merit indicates a low thermodynamic
efficiency for the thermocouples. The maximum thermodynamic efficiency of the thermocouple can therefore be
approximated as follows using equation 5;
max
84.99 19 1 0.045 1
0.0137 1.37%
1984.99 1 0.045
84.99
η
− + −
= = =
+ +
With 100% efficiency of the thermocouples the average thermoelectric voltage generated from the waste heat of
the desktop computer under the varying processor workloads would be as shown in table 1
Table 1: The average thermoelectric voltage generated from Dell P4 desktop computer waste heat
Processor workload Average thermoelectric
voltage generated (µV)
Average max
thermoelectric voltage that
can be generated (V)
Idle 8.134 0.594
One process 8.978 0.655
Two processes 9.575 0.699
Three processes 9.889 0.722
Conclusions
• The thermoelectric voltage generated from the waste heat of the desktop computer increases with
increase in temperatures and the number of processes the computer runs.
• Faster rise in temperatures hence thermoelectric voltage generated is observed when the heat sink of the
computer is off.
• With the heat sink off, higher amounts of thermoelectric voltage are generated from the waste heat of
the desktop computer.
• Type J thermocouples have a low thermodynamic efficiency of 1.37%.
REFERENCES
Çengel, Y.A., (1998), Heat transfer: A practical approach, McGraw-Hill Companies, New York, United States
of America, PP 497-506, 864-923.
Chen, L., Meng, F. and Sun, F., (2009), A novel configuration and performance for a two- stage thermoelectric
heat pump system directed by a two thermoelectric generator, journal of power and energy, 223, 329-339.
Ferreira, I.C. and Kim, D. S., (2008), Solar refrigerator options-a state-of-art review, International journal on
refrigeration, 1019, 3-15.
Long, C.A., (2001), Essential heat transfer, Addison Wesley Longman ltd, Singapore, India, PP 306-310
McGee, I. D., (1988), Principals and Methods of temperature measurements, John Wiley and Sons Inc, New
York, United States of America. PP 237-302.
2
0.052
0.00176
9.67 0.162
Z = =
×
Journal of Energy Technologies and Policy www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.3, No.6, 2013
54
Table 2: Thermoelectric voltage generated from waste heat in a Dell P4 desktop computer (with heat sinks ON)
under varying processor workload
Processor
workload
Time
(sec)
North bridge South bridge Processor HDD Total
thermoelectric
voltage (µV)
Idle
Temp
(◦C)
Volt
(µV)
Temp
(◦C)
Volt
(µV)
Temp
(◦C)
Volt
(µV)
Temp
(◦C)
Volt
(µV)
10 55.02 2.85 33.03 1.694 34.87 1.79 30.14 1.54 7.874
20 56.27 2.91 33.43 1.715 35.07 1.8 30.48 1.56 7.985
30 56.83 2.94 33.57 1.722 35.14 1.804 30.54 1.564 8.03
40 57.25 2.97 34.04 1.747 35.25 1.81 30.67 1.57 8.097
50 57.53 2.98 34.34 1.762 35.40 1.82 30.99 1.587 8.149
60 57.77 2.99 34.54 1.773 35.99 1.848 31.12 1.594 8.205
70 57.84 3 34.71 1.782 36.31 1.865 31.25 1.601 8.248
80 58.00 3.009 34.87 1.79 36.60 1.88 31.75 1.627 8.306
90 58.27 3.023 35.03 1.798 36.71 1.886 31.94 1.637 8.344
100 58.41 3.029 35.40 1.82 37.12 1.904 32.03 1.641 8.394
Oneprocess
10 58.68 3.045 35.36 1.816 43.11 2.221 32.29 1.655 8.737
20 59.11 3.067 35.61 1.828 43.21 2.227 32.40 1.661 8.783
30 60.17 3.124 35.98 1.848 43.58 2.246 32.67 1.674 8.892
40 60.62 3.148 36.23 1.86 43.75 2.255 32.80 1.68 8.943
50 60.80 3.157 36.44 1.872 43.98 2.267 33.08 1.697 8.993
60 60.93 3.164 36.72 1.886 44.07 2.272 33.41 1.714 9.036
70 61.10 3.173 36.99 1.9 44.23 2.28 33.83 1.736 9.089
80 61.25 3.181 37.18 1.91 44.52 2.297 34.03 1.746 9.134
90 61.32 3.184 37.64 1.935 44.64 2.302 34.10 1.75 9.171
100 61.51 3.195 37.95 1.951 44.75 2.308 34.37 1.764 9.218
Twoprocesses
10 61.74 3.207 38.05 1.956 44.87 2.314 38.33 1.97 9.447
20 61.82 3.211 38.25 1.967 44.90 2.315 38.53 1.981 9.474
30 61.99 3.22 38.42 1.975 45.06 2.324 38.76 1.993 9.512
40 62.10 3.226 38.60 1.985 45.12 2.327 38.92 2.002 9.54
50 62.21 3.232 38.71 1.991 45.21 2.332 39.02 2.007 9.562
60 62.34 3.239 38.88 1.999 45.33 2.338 39.21 2.017 9.593
70 62.38 3.241 38.97 2.004 45.42 2.343 39.39 2.026 9.614
80 62.49 3.247 39.12 2.012 45.56 2.351 39.56 2.035 9.645
90 62.55 s3.251 39.27 2.02 45.68 2.357 39.69 2.042 9.67
100 62.73 3.26 39.40 2.027 45.76 2.361 39.92 2.054 9.702
Threeprocesses
10 62.88 3.268 39.51 2.032 45.92 2.369 40.09 2.063 9.732
20 62.92 3.271 39.61 2.038 46.05 2.377 40.36 2.077 9.763
30 63.08 3.279 39.77 2.046 46.22 2.385 40.65 2.092 9.802
40 63.26 3.288 39.86 2.051 46.33 2.391 40.86 2.104 9.834
50 63.35 3.293 39.96 2.056 46.57 2.4 41.04 2.113 9.862
60 63.43 3.298 40.07 2.062 46.72 2.411 41.41 2.132 9.903
70 63.55 3.304 40.18 2.067 46.84 2.418 41.51 2.138 9.927
80 63.7 3.312 40.26 2.072 46.92 2.422 41.7 2.147 9.953
90 63.88 3.322 40.34 2.076 47.32 2.443 41.85 2.155 9.996
100 63.95 3.325 40.42 2.08 47.97 2.477 42.02 2.164 10.046
Journal of Energy Technologies and Policy www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.3, No.6, 2013
55
Table 3: Thermoelectric voltage generated from waste heat in a Dell desktop computer (with heat sinks OFF)
under varying processor workload.
Processor workload Time (sec) Processor (with heat sink and fan removed)
Idle Temp (◦C) Volt (µV)
10 30.72 1.573
20 42.69 2.2
30 50.42 2.607
40 54.57 2.827
50 57.92 3.005
60 61.11 3.174
70 64.75 3.368
80 69.77 3.636
90 74.46 3.888
One process 10 32.4 1.661
20 48.61 2.511
30 59.09 3.067
40 62.96 3.273
50 73.02 3.81
60 82.72 4.332
70 83.13 4.354
This academic article was published by The International Institute for Science,
Technology and Education (IISTE). The IISTE is a pioneer in the Open Access
Publishing service based in the U.S. and Europe. The aim of the institute is
Accelerating Global Knowledge Sharing.
More information about the publisher can be found in the IISTE’s homepage:
http://www.iiste.org
CALL FOR PAPERS
The IISTE is currently hosting more than 30 peer-reviewed academic journals and
collaborating with academic institutions around the world. There’s no deadline for
submission. Prospective authors of IISTE journals can find the submission
instruction on the following page: http://www.iiste.org/Journals/
The IISTE editorial team promises to the review and publish all the qualified
submissions in a fast manner. All the journals articles are available online to the
readers all over the world without financial, legal, or technical barriers other than
those inseparable from gaining access to the internet itself. Printed version of the
journals is also available upon request of readers and authors.
IISTE Knowledge Sharing Partners
EBSCO, Index Copernicus, Ulrich's Periodicals Directory, JournalTOCS, PKP Open
Archives Harvester, Bielefeld Academic Search Engine, Elektronische
Zeitschriftenbibliothek EZB, Open J-Gate, OCLC WorldCat, Universe Digtial
Library , NewJour, Google Scholar

Weitere ähnliche Inhalte

Was ist angesagt?

Future train (electricity generated from heat loss) report
Future train (electricity generated from heat loss) reportFuture train (electricity generated from heat loss) report
Future train (electricity generated from heat loss) reportAjit Kumar
 
Generating Thermo-electricity using Graphit and Aluminum module
Generating Thermo-electricity using Graphit and Aluminum moduleGenerating Thermo-electricity using Graphit and Aluminum module
Generating Thermo-electricity using Graphit and Aluminum moduleCharith Suriyakula
 
Investigation on Instruments and Measurement Techniques for the Thermoelectri...
Investigation on Instruments and Measurement Techniques for the Thermoelectri...Investigation on Instruments and Measurement Techniques for the Thermoelectri...
Investigation on Instruments and Measurement Techniques for the Thermoelectri...Dwencel John Mamayson
 
Thermoelectric power gen. and refrig 2
Thermoelectric power gen. and refrig 2Thermoelectric power gen. and refrig 2
Thermoelectric power gen. and refrig 2Rahul Sharma
 
Thermoelectric cooling
Thermoelectric coolingThermoelectric cooling
Thermoelectric coolingRahul Sharma
 
Generating Electricity More Efficiently with Multiphase Thermoelectric Converter
Generating Electricity More Efficiently with Multiphase Thermoelectric ConverterGenerating Electricity More Efficiently with Multiphase Thermoelectric Converter
Generating Electricity More Efficiently with Multiphase Thermoelectric Converter"Douglas" F. Palte
 
Thermo Electric Converter
Thermo Electric ConverterThermo Electric Converter
Thermo Electric ConverterMakeNET
 
Nextreme: a startup specialized in thermoelectric cooling
Nextreme: a startup specialized in thermoelectric coolingNextreme: a startup specialized in thermoelectric cooling
Nextreme: a startup specialized in thermoelectric coolingCharles-Axel Dein
 
THERMOELECTRIC GENERATOR
THERMOELECTRIC GENERATORTHERMOELECTRIC GENERATOR
THERMOELECTRIC GENERATORSandeep Jaiswal
 
Full report campfire charger
Full report campfire chargerFull report campfire charger
Full report campfire chargerFina Finaie
 
THERMOELECTRIC MATERIAL AND DEVICE.
THERMOELECTRIC MATERIAL AND DEVICE.THERMOELECTRIC MATERIAL AND DEVICE.
THERMOELECTRIC MATERIAL AND DEVICE.Dalvir singh
 
Thermoelectric generator
Thermoelectric generatorThermoelectric generator
Thermoelectric generatorSravan Dumpeti
 
Thermoelectric and Thermionic Generators
Thermoelectric and Thermionic GeneratorsThermoelectric and Thermionic Generators
Thermoelectric and Thermionic GeneratorsVigneshwaar Ponnuswamy
 
Thermo Electric Generator
Thermo Electric Generator Thermo Electric Generator
Thermo Electric Generator Akash Ahmed
 
Thermoelectric Generation
Thermoelectric GenerationThermoelectric Generation
Thermoelectric GenerationAhMed ReZq
 
Phoenix Thermo Electric LLC English #1
Phoenix Thermo Electric LLC English  #1Phoenix Thermo Electric LLC English  #1
Phoenix Thermo Electric LLC English #1Doctor Z
 
Development of thermoelectric devices charges
Development of thermoelectric devices chargesDevelopment of thermoelectric devices charges
Development of thermoelectric devices chargesshafiqhairudin
 
Thermoelectric power generator
Thermoelectric power generatorThermoelectric power generator
Thermoelectric power generatorVikram Jaswal
 

Was ist angesagt? (20)

Future train (electricity generated from heat loss) report
Future train (electricity generated from heat loss) reportFuture train (electricity generated from heat loss) report
Future train (electricity generated from heat loss) report
 
Generating Thermo-electricity using Graphit and Aluminum module
Generating Thermo-electricity using Graphit and Aluminum moduleGenerating Thermo-electricity using Graphit and Aluminum module
Generating Thermo-electricity using Graphit and Aluminum module
 
Investigation on Instruments and Measurement Techniques for the Thermoelectri...
Investigation on Instruments and Measurement Techniques for the Thermoelectri...Investigation on Instruments and Measurement Techniques for the Thermoelectri...
Investigation on Instruments and Measurement Techniques for the Thermoelectri...
 
Thermoelectric power gen. and refrig 2
Thermoelectric power gen. and refrig 2Thermoelectric power gen. and refrig 2
Thermoelectric power gen. and refrig 2
 
Thermoelectric cooling
Thermoelectric coolingThermoelectric cooling
Thermoelectric cooling
 
Generating Electricity More Efficiently with Multiphase Thermoelectric Converter
Generating Electricity More Efficiently with Multiphase Thermoelectric ConverterGenerating Electricity More Efficiently with Multiphase Thermoelectric Converter
Generating Electricity More Efficiently with Multiphase Thermoelectric Converter
 
Thermo Electric Converter
Thermo Electric ConverterThermo Electric Converter
Thermo Electric Converter
 
Thermoelectric generator
Thermoelectric generatorThermoelectric generator
Thermoelectric generator
 
Nextreme: a startup specialized in thermoelectric cooling
Nextreme: a startup specialized in thermoelectric coolingNextreme: a startup specialized in thermoelectric cooling
Nextreme: a startup specialized in thermoelectric cooling
 
THERMOELECTRIC GENERATOR
THERMOELECTRIC GENERATORTHERMOELECTRIC GENERATOR
THERMOELECTRIC GENERATOR
 
Full report campfire charger
Full report campfire chargerFull report campfire charger
Full report campfire charger
 
THERMOELECTRIC MATERIAL AND DEVICE.
THERMOELECTRIC MATERIAL AND DEVICE.THERMOELECTRIC MATERIAL AND DEVICE.
THERMOELECTRIC MATERIAL AND DEVICE.
 
Thermoelectric generator
Thermoelectric generatorThermoelectric generator
Thermoelectric generator
 
Thermoelectric and Thermionic Generators
Thermoelectric and Thermionic GeneratorsThermoelectric and Thermionic Generators
Thermoelectric and Thermionic Generators
 
Thermo Electric Generator
Thermo Electric Generator Thermo Electric Generator
Thermo Electric Generator
 
Thermoelectric Generation
Thermoelectric GenerationThermoelectric Generation
Thermoelectric Generation
 
Thermoelectricity
ThermoelectricityThermoelectricity
Thermoelectricity
 
Phoenix Thermo Electric LLC English #1
Phoenix Thermo Electric LLC English  #1Phoenix Thermo Electric LLC English  #1
Phoenix Thermo Electric LLC English #1
 
Development of thermoelectric devices charges
Development of thermoelectric devices chargesDevelopment of thermoelectric devices charges
Development of thermoelectric devices charges
 
Thermoelectric power generator
Thermoelectric power generatorThermoelectric power generator
Thermoelectric power generator
 

Andere mochten auch

Essay on thermoelectrics_Final_Tasos englezos S1463144
Essay on thermoelectrics_Final_Tasos englezos S1463144Essay on thermoelectrics_Final_Tasos englezos S1463144
Essay on thermoelectrics_Final_Tasos englezos S1463144Anastasios Englezos
 
Development of a Thermoelectric Micro generation based on Seebeck Effect
Development of a Thermoelectric Micro generation based on Seebeck EffectDevelopment of a Thermoelectric Micro generation based on Seebeck Effect
Development of a Thermoelectric Micro generation based on Seebeck EffectIJMER
 
The Energy / Water Nexus - Stacy Tellinghuisen, Western Resource Advocates
The Energy / Water Nexus - Stacy Tellinghuisen, Western Resource AdvocatesThe Energy / Water Nexus - Stacy Tellinghuisen, Western Resource Advocates
The Energy / Water Nexus - Stacy Tellinghuisen, Western Resource Advocatesrshimoda2014
 
Thermoelectric Generator Presentation
Thermoelectric Generator PresentationThermoelectric Generator Presentation
Thermoelectric Generator PresentationMelissa Nguyen
 
Generator for space shuttles-Radioisotope thermoelectric generator
Generator for space shuttles-Radioisotope thermoelectric generatorGenerator for space shuttles-Radioisotope thermoelectric generator
Generator for space shuttles-Radioisotope thermoelectric generatorRahul Padamwar
 
Automotive Thermoelectric Generator
Automotive Thermoelectric GeneratorAutomotive Thermoelectric Generator
Automotive Thermoelectric GeneratorPrakhar Pandey
 
Power generation from flue gases
Power generation from flue gasesPower generation from flue gases
Power generation from flue gasesmkanth
 
Design of hybrid micro thermoelectric and stirling engine
Design of hybrid micro thermoelectric and stirling engineDesign of hybrid micro thermoelectric and stirling engine
Design of hybrid micro thermoelectric and stirling engineUNIVERSITI MALAYSIA PAHANG
 
Generation of electricity using the flow or velocity of vehicle exhaust gas
Generation of electricity using the flow or velocity of vehicle exhaust gasGeneration of electricity using the flow or velocity of vehicle exhaust gas
Generation of electricity using the flow or velocity of vehicle exhaust gasVel Murugan
 
Thermo electric effect
Thermo electric effectThermo electric effect
Thermo electric effectAhmed Diaa
 
Ppt on electricity generation from exhaust hot gases
Ppt on electricity generation from exhaust hot gasesPpt on electricity generation from exhaust hot gases
Ppt on electricity generation from exhaust hot gasesNitesh Prasad
 
Thermoelectric materials & Applications
Thermoelectric materials & ApplicationsThermoelectric materials & Applications
Thermoelectric materials & Applicationsut09
 
Seebeck effect & peltier effect
Seebeck effect & peltier effectSeebeck effect & peltier effect
Seebeck effect & peltier effectvishal chaturani
 
Thermo electric generator
Thermo electric generatorThermo electric generator
Thermo electric generatorsometech
 
Testing and Optimization of Improved Cookstoves for Developing Countries
Testing and Optimization of Improved Cookstoves for Developing CountriesTesting and Optimization of Improved Cookstoves for Developing Countries
Testing and Optimization of Improved Cookstoves for Developing CountriesBrianna Stephenson-Vallot
 

Andere mochten auch (18)

Nem_thermoelectrics_V3.1
Nem_thermoelectrics_V3.1Nem_thermoelectrics_V3.1
Nem_thermoelectrics_V3.1
 
Essay on thermoelectrics_Final_Tasos englezos S1463144
Essay on thermoelectrics_Final_Tasos englezos S1463144Essay on thermoelectrics_Final_Tasos englezos S1463144
Essay on thermoelectrics_Final_Tasos englezos S1463144
 
Development of a Thermoelectric Micro generation based on Seebeck Effect
Development of a Thermoelectric Micro generation based on Seebeck EffectDevelopment of a Thermoelectric Micro generation based on Seebeck Effect
Development of a Thermoelectric Micro generation based on Seebeck Effect
 
The Energy / Water Nexus - Stacy Tellinghuisen, Western Resource Advocates
The Energy / Water Nexus - Stacy Tellinghuisen, Western Resource AdvocatesThe Energy / Water Nexus - Stacy Tellinghuisen, Western Resource Advocates
The Energy / Water Nexus - Stacy Tellinghuisen, Western Resource Advocates
 
Thermoelectric Generator Presentation
Thermoelectric Generator PresentationThermoelectric Generator Presentation
Thermoelectric Generator Presentation
 
T 10
T 10T 10
T 10
 
Generator for space shuttles-Radioisotope thermoelectric generator
Generator for space shuttles-Radioisotope thermoelectric generatorGenerator for space shuttles-Radioisotope thermoelectric generator
Generator for space shuttles-Radioisotope thermoelectric generator
 
Automotive Thermoelectric Generator
Automotive Thermoelectric GeneratorAutomotive Thermoelectric Generator
Automotive Thermoelectric Generator
 
Power generation from flue gases
Power generation from flue gasesPower generation from flue gases
Power generation from flue gases
 
Design of hybrid micro thermoelectric and stirling engine
Design of hybrid micro thermoelectric and stirling engineDesign of hybrid micro thermoelectric and stirling engine
Design of hybrid micro thermoelectric and stirling engine
 
Generation of electricity using the flow or velocity of vehicle exhaust gas
Generation of electricity using the flow or velocity of vehicle exhaust gasGeneration of electricity using the flow or velocity of vehicle exhaust gas
Generation of electricity using the flow or velocity of vehicle exhaust gas
 
Thermo electric effect
Thermo electric effectThermo electric effect
Thermo electric effect
 
Ppt on electricity generation from exhaust hot gases
Ppt on electricity generation from exhaust hot gasesPpt on electricity generation from exhaust hot gases
Ppt on electricity generation from exhaust hot gases
 
Thermoelectric materials & Applications
Thermoelectric materials & ApplicationsThermoelectric materials & Applications
Thermoelectric materials & Applications
 
The thermo electric effect
The thermo electric effectThe thermo electric effect
The thermo electric effect
 
Seebeck effect & peltier effect
Seebeck effect & peltier effectSeebeck effect & peltier effect
Seebeck effect & peltier effect
 
Thermo electric generator
Thermo electric generatorThermo electric generator
Thermo electric generator
 
Testing and Optimization of Improved Cookstoves for Developing Countries
Testing and Optimization of Improved Cookstoves for Developing CountriesTesting and Optimization of Improved Cookstoves for Developing Countries
Testing and Optimization of Improved Cookstoves for Developing Countries
 

Ähnlich wie Thermoelectric power generated from computer waste heat

Heat dissipation in a computer
Heat dissipation in a computerHeat dissipation in a computer
Heat dissipation in a computerAlexander Decker
 
Review on Thermoelectric materials and applications
Review on Thermoelectric materials and applicationsReview on Thermoelectric materials and applications
Review on Thermoelectric materials and applicationsijsrd.com
 
Applications of thermoelectric modules on heat flow detection
Applications of thermoelectric modules on heat flow detectionApplications of thermoelectric modules on heat flow detection
Applications of thermoelectric modules on heat flow detectionISA Interchange
 
Fabrication of Thermo Electric Solar Fridge
Fabrication of Thermo Electric Solar FridgeFabrication of Thermo Electric Solar Fridge
Fabrication of Thermo Electric Solar Fridgeiosrjce
 
Review on Design and Theoretical Model of Thermoelectric
Review on Design and Theoretical Model of ThermoelectricReview on Design and Theoretical Model of Thermoelectric
Review on Design and Theoretical Model of Thermoelectricijsrd.com
 
Solar Energy based Refrigeration System using Peltier Device 18 ABHISHEK.pdf
Solar Energy based Refrigeration System using Peltier Device  18  ABHISHEK.pdfSolar Energy based Refrigeration System using Peltier Device  18  ABHISHEK.pdf
Solar Energy based Refrigeration System using Peltier Device 18 ABHISHEK.pdfkeshavkumar403723
 
IRJET- TEG Assists Performance Enhancement on Solar Roof-Top System
IRJET- TEG Assists Performance Enhancement on Solar Roof-Top SystemIRJET- TEG Assists Performance Enhancement on Solar Roof-Top System
IRJET- TEG Assists Performance Enhancement on Solar Roof-Top SystemIRJET Journal
 
Testing and Validation of Thermoelectric Coolers
Testing and Validation of Thermoelectric CoolersTesting and Validation of Thermoelectric Coolers
Testing and Validation of Thermoelectric CoolersIJERA Editor
 
Thermo electric power generation
Thermo electric power generationThermo electric power generation
Thermo electric power generationEr Madhuri More
 
A Review On Peltier Device And Heat Dissipation Of It S Hot Surface Using Fins
A Review On Peltier Device And Heat Dissipation Of It S Hot Surface Using FinsA Review On Peltier Device And Heat Dissipation Of It S Hot Surface Using Fins
A Review On Peltier Device And Heat Dissipation Of It S Hot Surface Using FinsPedro Craggett
 
Peltier Thermoelectric Modules Modeling and Evaluation
Peltier Thermoelectric Modules Modeling and EvaluationPeltier Thermoelectric Modules Modeling and Evaluation
Peltier Thermoelectric Modules Modeling and EvaluationCSCJournals
 
IRJET- Electricity Generation by using Waste Heat
IRJET- Electricity Generation by using Waste HeatIRJET- Electricity Generation by using Waste Heat
IRJET- Electricity Generation by using Waste HeatIRJET Journal
 
Thermoelectric cooling
Thermoelectric coolingThermoelectric cooling
Thermoelectric coolingDebasis Ray
 
The Effects of Heat on Electronic Components
The Effects of Heat on Electronic ComponentsThe Effects of Heat on Electronic Components
The Effects of Heat on Electronic ComponentsIJERA Editor
 
Design and Analysis of Heat Sink
Design and Analysis of Heat SinkDesign and Analysis of Heat Sink
Design and Analysis of Heat SinkNetha Jashuva
 

Ähnlich wie Thermoelectric power generated from computer waste heat (20)

Heat dissipation in a computer
Heat dissipation in a computerHeat dissipation in a computer
Heat dissipation in a computer
 
Review on Thermoelectric materials and applications
Review on Thermoelectric materials and applicationsReview on Thermoelectric materials and applications
Review on Thermoelectric materials and applications
 
Applications of thermoelectric modules on heat flow detection
Applications of thermoelectric modules on heat flow detectionApplications of thermoelectric modules on heat flow detection
Applications of thermoelectric modules on heat flow detection
 
B012640917
B012640917B012640917
B012640917
 
Fabrication of Thermo Electric Solar Fridge
Fabrication of Thermo Electric Solar FridgeFabrication of Thermo Electric Solar Fridge
Fabrication of Thermo Electric Solar Fridge
 
B012640917
B012640917B012640917
B012640917
 
Review on Design and Theoretical Model of Thermoelectric
Review on Design and Theoretical Model of ThermoelectricReview on Design and Theoretical Model of Thermoelectric
Review on Design and Theoretical Model of Thermoelectric
 
Solar Energy based Refrigeration System using Peltier Device 18 ABHISHEK.pdf
Solar Energy based Refrigeration System using Peltier Device  18  ABHISHEK.pdfSolar Energy based Refrigeration System using Peltier Device  18  ABHISHEK.pdf
Solar Energy based Refrigeration System using Peltier Device 18 ABHISHEK.pdf
 
Thermoelectric Generators.docx
Thermoelectric Generators.docxThermoelectric Generators.docx
Thermoelectric Generators.docx
 
F012334045
F012334045F012334045
F012334045
 
IRJET- TEG Assists Performance Enhancement on Solar Roof-Top System
IRJET- TEG Assists Performance Enhancement on Solar Roof-Top SystemIRJET- TEG Assists Performance Enhancement on Solar Roof-Top System
IRJET- TEG Assists Performance Enhancement on Solar Roof-Top System
 
Testing and Validation of Thermoelectric Coolers
Testing and Validation of Thermoelectric CoolersTesting and Validation of Thermoelectric Coolers
Testing and Validation of Thermoelectric Coolers
 
Thermo electric power generation
Thermo electric power generationThermo electric power generation
Thermo electric power generation
 
A Review On Peltier Device And Heat Dissipation Of It S Hot Surface Using Fins
A Review On Peltier Device And Heat Dissipation Of It S Hot Surface Using FinsA Review On Peltier Device And Heat Dissipation Of It S Hot Surface Using Fins
A Review On Peltier Device And Heat Dissipation Of It S Hot Surface Using Fins
 
J010337176
J010337176J010337176
J010337176
 
Peltier Thermoelectric Modules Modeling and Evaluation
Peltier Thermoelectric Modules Modeling and EvaluationPeltier Thermoelectric Modules Modeling and Evaluation
Peltier Thermoelectric Modules Modeling and Evaluation
 
IRJET- Electricity Generation by using Waste Heat
IRJET- Electricity Generation by using Waste HeatIRJET- Electricity Generation by using Waste Heat
IRJET- Electricity Generation by using Waste Heat
 
Thermoelectric cooling
Thermoelectric coolingThermoelectric cooling
Thermoelectric cooling
 
The Effects of Heat on Electronic Components
The Effects of Heat on Electronic ComponentsThe Effects of Heat on Electronic Components
The Effects of Heat on Electronic Components
 
Design and Analysis of Heat Sink
Design and Analysis of Heat SinkDesign and Analysis of Heat Sink
Design and Analysis of Heat Sink
 

Mehr von Alexander Decker

Abnormalities of hormones and inflammatory cytokines in women affected with p...
Abnormalities of hormones and inflammatory cytokines in women affected with p...Abnormalities of hormones and inflammatory cytokines in women affected with p...
Abnormalities of hormones and inflammatory cytokines in women affected with p...Alexander Decker
 
A validation of the adverse childhood experiences scale in
A validation of the adverse childhood experiences scale inA validation of the adverse childhood experiences scale in
A validation of the adverse childhood experiences scale inAlexander Decker
 
A usability evaluation framework for b2 c e commerce websites
A usability evaluation framework for b2 c e commerce websitesA usability evaluation framework for b2 c e commerce websites
A usability evaluation framework for b2 c e commerce websitesAlexander Decker
 
A universal model for managing the marketing executives in nigerian banks
A universal model for managing the marketing executives in nigerian banksA universal model for managing the marketing executives in nigerian banks
A universal model for managing the marketing executives in nigerian banksAlexander Decker
 
A unique common fixed point theorems in generalized d
A unique common fixed point theorems in generalized dA unique common fixed point theorems in generalized d
A unique common fixed point theorems in generalized dAlexander Decker
 
A trends of salmonella and antibiotic resistance
A trends of salmonella and antibiotic resistanceA trends of salmonella and antibiotic resistance
A trends of salmonella and antibiotic resistanceAlexander Decker
 
A transformational generative approach towards understanding al-istifham
A transformational  generative approach towards understanding al-istifhamA transformational  generative approach towards understanding al-istifham
A transformational generative approach towards understanding al-istifhamAlexander Decker
 
A time series analysis of the determinants of savings in namibia
A time series analysis of the determinants of savings in namibiaA time series analysis of the determinants of savings in namibia
A time series analysis of the determinants of savings in namibiaAlexander Decker
 
A therapy for physical and mental fitness of school children
A therapy for physical and mental fitness of school childrenA therapy for physical and mental fitness of school children
A therapy for physical and mental fitness of school childrenAlexander Decker
 
A theory of efficiency for managing the marketing executives in nigerian banks
A theory of efficiency for managing the marketing executives in nigerian banksA theory of efficiency for managing the marketing executives in nigerian banks
A theory of efficiency for managing the marketing executives in nigerian banksAlexander Decker
 
A systematic evaluation of link budget for
A systematic evaluation of link budget forA systematic evaluation of link budget for
A systematic evaluation of link budget forAlexander Decker
 
A synthetic review of contraceptive supplies in punjab
A synthetic review of contraceptive supplies in punjabA synthetic review of contraceptive supplies in punjab
A synthetic review of contraceptive supplies in punjabAlexander Decker
 
A synthesis of taylor’s and fayol’s management approaches for managing market...
A synthesis of taylor’s and fayol’s management approaches for managing market...A synthesis of taylor’s and fayol’s management approaches for managing market...
A synthesis of taylor’s and fayol’s management approaches for managing market...Alexander Decker
 
A survey paper on sequence pattern mining with incremental
A survey paper on sequence pattern mining with incrementalA survey paper on sequence pattern mining with incremental
A survey paper on sequence pattern mining with incrementalAlexander Decker
 
A survey on live virtual machine migrations and its techniques
A survey on live virtual machine migrations and its techniquesA survey on live virtual machine migrations and its techniques
A survey on live virtual machine migrations and its techniquesAlexander Decker
 
A survey on data mining and analysis in hadoop and mongo db
A survey on data mining and analysis in hadoop and mongo dbA survey on data mining and analysis in hadoop and mongo db
A survey on data mining and analysis in hadoop and mongo dbAlexander Decker
 
A survey on challenges to the media cloud
A survey on challenges to the media cloudA survey on challenges to the media cloud
A survey on challenges to the media cloudAlexander Decker
 
A survey of provenance leveraged
A survey of provenance leveragedA survey of provenance leveraged
A survey of provenance leveragedAlexander Decker
 
A survey of private equity investments in kenya
A survey of private equity investments in kenyaA survey of private equity investments in kenya
A survey of private equity investments in kenyaAlexander Decker
 
A study to measures the financial health of
A study to measures the financial health ofA study to measures the financial health of
A study to measures the financial health ofAlexander Decker
 

Mehr von Alexander Decker (20)

Abnormalities of hormones and inflammatory cytokines in women affected with p...
Abnormalities of hormones and inflammatory cytokines in women affected with p...Abnormalities of hormones and inflammatory cytokines in women affected with p...
Abnormalities of hormones and inflammatory cytokines in women affected with p...
 
A validation of the adverse childhood experiences scale in
A validation of the adverse childhood experiences scale inA validation of the adverse childhood experiences scale in
A validation of the adverse childhood experiences scale in
 
A usability evaluation framework for b2 c e commerce websites
A usability evaluation framework for b2 c e commerce websitesA usability evaluation framework for b2 c e commerce websites
A usability evaluation framework for b2 c e commerce websites
 
A universal model for managing the marketing executives in nigerian banks
A universal model for managing the marketing executives in nigerian banksA universal model for managing the marketing executives in nigerian banks
A universal model for managing the marketing executives in nigerian banks
 
A unique common fixed point theorems in generalized d
A unique common fixed point theorems in generalized dA unique common fixed point theorems in generalized d
A unique common fixed point theorems in generalized d
 
A trends of salmonella and antibiotic resistance
A trends of salmonella and antibiotic resistanceA trends of salmonella and antibiotic resistance
A trends of salmonella and antibiotic resistance
 
A transformational generative approach towards understanding al-istifham
A transformational  generative approach towards understanding al-istifhamA transformational  generative approach towards understanding al-istifham
A transformational generative approach towards understanding al-istifham
 
A time series analysis of the determinants of savings in namibia
A time series analysis of the determinants of savings in namibiaA time series analysis of the determinants of savings in namibia
A time series analysis of the determinants of savings in namibia
 
A therapy for physical and mental fitness of school children
A therapy for physical and mental fitness of school childrenA therapy for physical and mental fitness of school children
A therapy for physical and mental fitness of school children
 
A theory of efficiency for managing the marketing executives in nigerian banks
A theory of efficiency for managing the marketing executives in nigerian banksA theory of efficiency for managing the marketing executives in nigerian banks
A theory of efficiency for managing the marketing executives in nigerian banks
 
A systematic evaluation of link budget for
A systematic evaluation of link budget forA systematic evaluation of link budget for
A systematic evaluation of link budget for
 
A synthetic review of contraceptive supplies in punjab
A synthetic review of contraceptive supplies in punjabA synthetic review of contraceptive supplies in punjab
A synthetic review of contraceptive supplies in punjab
 
A synthesis of taylor’s and fayol’s management approaches for managing market...
A synthesis of taylor’s and fayol’s management approaches for managing market...A synthesis of taylor’s and fayol’s management approaches for managing market...
A synthesis of taylor’s and fayol’s management approaches for managing market...
 
A survey paper on sequence pattern mining with incremental
A survey paper on sequence pattern mining with incrementalA survey paper on sequence pattern mining with incremental
A survey paper on sequence pattern mining with incremental
 
A survey on live virtual machine migrations and its techniques
A survey on live virtual machine migrations and its techniquesA survey on live virtual machine migrations and its techniques
A survey on live virtual machine migrations and its techniques
 
A survey on data mining and analysis in hadoop and mongo db
A survey on data mining and analysis in hadoop and mongo dbA survey on data mining and analysis in hadoop and mongo db
A survey on data mining and analysis in hadoop and mongo db
 
A survey on challenges to the media cloud
A survey on challenges to the media cloudA survey on challenges to the media cloud
A survey on challenges to the media cloud
 
A survey of provenance leveraged
A survey of provenance leveragedA survey of provenance leveraged
A survey of provenance leveraged
 
A survey of private equity investments in kenya
A survey of private equity investments in kenyaA survey of private equity investments in kenya
A survey of private equity investments in kenya
 
A study to measures the financial health of
A study to measures the financial health ofA study to measures the financial health of
A study to measures the financial health of
 

Kürzlich hochgeladen

Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfAdmir Softic
 
Falcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to ProsperityFalcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to Prosperityhemanthkumar470700
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...amitlee9823
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxpriyanshujha201
 
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...lizamodels9
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Serviceritikaroy0888
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with CultureSeta Wicaksana
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Centuryrwgiffor
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...amitlee9823
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...Aggregage
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMANIlamathiKannappan
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876dlhescort
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Neil Kimberley
 
Uneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration PresentationUneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration Presentationuneakwhite
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...rajveerescorts2022
 
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...Sheetaleventcompany
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Dave Litwiller
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...lizamodels9
 

Kürzlich hochgeladen (20)

Falcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in indiaFalcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in india
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
 
Falcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to ProsperityFalcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to Prosperity
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
Call Girls From Pari Chowk Greater Noida ❤️8448577510 ⊹Best Escorts Service I...
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Service
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with Culture
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Century
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMAN
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
 
Uneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration PresentationUneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration Presentation
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
 
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
 
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
 
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
 

Thermoelectric power generated from computer waste heat

  • 1. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.3, No.6, 2013 50 Thermoelectric Power Generated from Computer Waste Heat Amollo T.A* , M.S.K Kirui, H.S.A Golicha, Kemei S.K, Omwoyo J.O Faculty of Science, Department of Physics, Egerton University, P.O BOX 536-20115, Egerton, Njoro, Kenya. *Email of the corresponding author: tebymg@gmail.com Abstract Computer components generate heat as the computer process information. This leads to a subsequent rise in their operating temperatures while the failure rate of computer components increases almost exponentially with the operating temperatures. The heat generation leads to wastage of energy yet there exist energy crisis in the world. This study has evaluated the thermoelectric voltage that can be generated from the waste heat of Dell desktop computer under varying processor workloads. Type J thermocouples were used to tap and convert the waste heat in the desktop computers to thermoelectric voltage. 2286/5 data logger was used to make the temperature and the corresponding generated thermoelectric voltage measurements of the thermocouples. Usable amounts of thermoelectric voltage can be generated from the waste heat of the desktop computers using thermocouples. Keywords; Thermoelectric effect, Thermoelectric voltage, Computer waste heat 1 Introduction Thermoelectric effect is the direct conversion of temperature differences to electric voltage and vice versa. The term “thermoelectric effect” encompasses three separately identified effects. The Seebeck effect, Peltier effect and Thomson effect which are thermodynamically reversible (Long, 2001). The Seebeck effect is the conversion of temperature differences directly into electricity. The voltage created by this effect is on the order of several microvolts per Kelvin difference (Chen, et al., 2009). The voltage V developed can be derived from; ( ) ( ) 2 1 T B A T V S T S T dT= −∫ ..............................................................................................................................1 Where SA and SB are the thermo powers of metals A and B as a function of temperature and T1 and T2 are the temperatures of the two junctions. The thermo power or Seebeck coefficient, denoted by S of a material is the magnitude of an induced thermoelectric voltage in response to a temperature difference across that material and the entropy per charge carrier in the material (Ferreira and Kim, 2008). The absolute thermo powers for different types of metals are equal to the ratio of the specific heat of the carrier to its electronic charge. The see beck coefficients are non- linear as a function of temperature and depend on the conductor’s absolute temperature, material and molecular structure (Mc Gee, 1988). The Seebeck effect is caused by charge carrier diffusion and phonon drag. An applied temperature difference causes charge carriers in the material to diffuse from the hot side to the cold side, leaving behind their oppositely charged and nuclear at the hot side, giving rise to a thermoelectric voltage (Long, 2001). Phonons move against the thermal gradient and lose momentum by interacting with electrons (or other carriers) and imperfection in the crystal. If the phonon-electron interaction is predominant, the phonons will tend to push the electrons to one end of the material, hence losing momentum and contributing to the thermoelectric field. This contribution is most important in the temperature region where phonon-electron scattering is predominant (Ferreira and Kim, 2008). This happens for; 1 = 5 DT ϑ where Dθ is the Debye temperature If the temperature difference between the two ends of a material is small, then the thermo power of a material is defined approximately as (Mc Gee, 1988): V S T ∆ = ∆ ........................................................................................................................................2 and a thermoelectric voltage of ∆V is observed at the terminals. A thermocouple is a junction between two different metals/alloys that produces a voltage related to a temperature difference on each side and creates a temperature difference when a voltage is applied to it. Thermocouple operation is based on the Seebeck effect or thermoelectric effect (Long, 2001). Every metal/alloy has a unique electronic and crystalline structure hence the allowed energy states and their electronic population will also be unique. When the two metals come in contact, the electrons in the metal with high energy will flow into the one with the lower energy. This occurs until the excess electrons in the metal of lower energy builds up a reverse EMF which opposes the flow; this occurs when all the electrons in both energies come to common Fermi
  • 2. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.3, No.6, 2013 51 energy Ef intermediate between the two (McGee, 1988). Thermocouples are a widely used type of temperature sensor for measurement and control and can also be used to convert heat into electric power. The figure of merit Z for thermoelectric devices is defined as; 2 S Z Kρ = ………………………………………………………………………….........................3 Where ρ is the electrical resistivity, K is the thermal conductivity and S is the see beck coefficient. The dimensionless figure of merit ZT is formed by multiplying Z with the average temperature (Ferreira and Kim, 2008). The efficiency of thermoelectric device for electricity generation is given byη , defined as, energy provided to the load heat energy absorbed at the hot junction η = …………………………………………...4 The maximum efficiency MAXη is defined as, 1 1 1 H C MAX CH H T T ZT TT ZT T η − + − = + + ………………………………………………… …………..5 Where HT is the temperature at the hot junction and CT is the temperature at the surface being cooled. ZT is the modified dimensionless figure of merit (Ferreira and Kim, 2008). 2 Method 2.1 Materials Dell desktop computer (P4: 2.8GHZ, RAM: 5.2MB, HDD: 40GB), Compaq CRT monitor, six type J thermocouples (iron-constantan) and 2286/2285 data logger were used for the study. 2.2 Thermoelectric voltage measurement Type J thermocouples were connected to the heat generation modules (processor, north bridge, south bridge, HDD and monitor) of the desktop computer to tap the waste heat from the desktop computer and convert it to thermoelectric energy. The processor workload was varied as follows: one process - windows media player, two processes - windows media player and scanning(Avast antivirus), three processes - windows media player, VLC media player and scanning, four processes - double scanning, windows media player and VLC media player for all the desktop computers. 2286/5 data logger was used to measure the thermocouples temperature and the corresponding thermoelectric voltage generated. The thermocouples were terminated at the isothermal input connector (option -175) of the data logger. The thermoelectric voltage measurements were done for the computer under varying processor workloads, first with the heat sinks on then with the heat sinks off. The processor heat sink and fan were removed.
  • 3. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.3, No.6, 2013 52 3 Results Fig 1: Thermoelectric voltage generated from waste heat in Dell P4 computer (with heat sinks ON) under varying processor workload. Fig 2: Increase in thermoelectric voltage with temperatures in the processor of Dell P4 computer. 4 Discussion The measurements were taken with room temperature as the reference junction, but because most thermocouples are calibrated using ice point as the reference junction, reference junction (voltage) corrections must be made. Thermocouples terminated at the isothermal input connector of the 2286/5 data logger use permanently stored voltage/temperature compensation and voltage/temperature linearization algorithms so cold junction compensation had been performed for the thermoelectric voltage measurements taken. Limited to the heat generation modules considered, a thermoelectric voltage of 8.134-9.889 µV was generated from the waste heat of Dell desktop computer. Figures 1 and 2 show that the thermoelectric voltage generated increases with increase in processor workload and temperatures respectively since thermocouples operation is based on Seebeck effect in which any conductor subjected to a thermal gradient generates a voltage. However with the heat sinks off as described above, a faster rise in temperature hence thermoelectric voltage generated was observed in the processor of the computer, the processor temperature reached a maximum at 83.13◦ C as shown in table 3. The maximum thermoelectric power generated by the type J thermocouples from the waste heat of the desktop computer can be calculated as follows using equation 2; 10.5 11 11.5 12 12.5 13 13.5 14 14.5 15 Idle 14.4MB 53MB 71.5MB Thermoelectricvoltage(μV) Processor workload Average thermoelectric voltage generated from Dell P4 Average thermoelectric voltage generated from Dell P4 (μV) 1.72 1.74 1.76 1.78 1.8 1.82 1.84 1.86 1.88 1.9 1.92 34.87 35.07 35.14 35.25 35.4 35.99 36.31 36.6 36.71 37.12 Voltage(μV) Temp (◦C) Dell P4 processor
  • 4. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.3, No.6, 2013 53 Dell P4 desktop computer, 3.325 0.05199 63.95 S = = µV/◦ C Dell P4 processor with the heat sink and fan removed, 4.354 0.0524 83.13 S = = µV/◦ C The average maximum thermoelectric power produced by the thermocouple is therefore 0.052 µV/◦ C. Type J thermocouples positive wire (iron) has electrical resistivity of 9.67µΩ-cm and a thermal conductivity of 0.162s-cm2 -◦ C while the negative wire (constantan) has electrical resistivity of 48.9µΩ-cm and a thermal conductivity of 0.0506s-cm2 -◦ C (Mc Gee, 1988). The figure of merit for the thermocouple positive wire is calculated as follows using equation 3; And that of the thermocouple negative wire is; 2 0.052 0.00109 48.9 0.0506 Z = = × The dimensionless figure of merit can be approximated to be; 63.478 0.001425 0.045 2 ZT × = = The values obtained for the thermocouple dimensionless figure of merit indicates a low thermodynamic efficiency for the thermocouples. The maximum thermodynamic efficiency of the thermocouple can therefore be approximated as follows using equation 5; max 84.99 19 1 0.045 1 0.0137 1.37% 1984.99 1 0.045 84.99 η − + − = = = + + With 100% efficiency of the thermocouples the average thermoelectric voltage generated from the waste heat of the desktop computer under the varying processor workloads would be as shown in table 1 Table 1: The average thermoelectric voltage generated from Dell P4 desktop computer waste heat Processor workload Average thermoelectric voltage generated (µV) Average max thermoelectric voltage that can be generated (V) Idle 8.134 0.594 One process 8.978 0.655 Two processes 9.575 0.699 Three processes 9.889 0.722 Conclusions • The thermoelectric voltage generated from the waste heat of the desktop computer increases with increase in temperatures and the number of processes the computer runs. • Faster rise in temperatures hence thermoelectric voltage generated is observed when the heat sink of the computer is off. • With the heat sink off, higher amounts of thermoelectric voltage are generated from the waste heat of the desktop computer. • Type J thermocouples have a low thermodynamic efficiency of 1.37%. REFERENCES Çengel, Y.A., (1998), Heat transfer: A practical approach, McGraw-Hill Companies, New York, United States of America, PP 497-506, 864-923. Chen, L., Meng, F. and Sun, F., (2009), A novel configuration and performance for a two- stage thermoelectric heat pump system directed by a two thermoelectric generator, journal of power and energy, 223, 329-339. Ferreira, I.C. and Kim, D. S., (2008), Solar refrigerator options-a state-of-art review, International journal on refrigeration, 1019, 3-15. Long, C.A., (2001), Essential heat transfer, Addison Wesley Longman ltd, Singapore, India, PP 306-310 McGee, I. D., (1988), Principals and Methods of temperature measurements, John Wiley and Sons Inc, New York, United States of America. PP 237-302. 2 0.052 0.00176 9.67 0.162 Z = = ×
  • 5. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.3, No.6, 2013 54 Table 2: Thermoelectric voltage generated from waste heat in a Dell P4 desktop computer (with heat sinks ON) under varying processor workload Processor workload Time (sec) North bridge South bridge Processor HDD Total thermoelectric voltage (µV) Idle Temp (◦C) Volt (µV) Temp (◦C) Volt (µV) Temp (◦C) Volt (µV) Temp (◦C) Volt (µV) 10 55.02 2.85 33.03 1.694 34.87 1.79 30.14 1.54 7.874 20 56.27 2.91 33.43 1.715 35.07 1.8 30.48 1.56 7.985 30 56.83 2.94 33.57 1.722 35.14 1.804 30.54 1.564 8.03 40 57.25 2.97 34.04 1.747 35.25 1.81 30.67 1.57 8.097 50 57.53 2.98 34.34 1.762 35.40 1.82 30.99 1.587 8.149 60 57.77 2.99 34.54 1.773 35.99 1.848 31.12 1.594 8.205 70 57.84 3 34.71 1.782 36.31 1.865 31.25 1.601 8.248 80 58.00 3.009 34.87 1.79 36.60 1.88 31.75 1.627 8.306 90 58.27 3.023 35.03 1.798 36.71 1.886 31.94 1.637 8.344 100 58.41 3.029 35.40 1.82 37.12 1.904 32.03 1.641 8.394 Oneprocess 10 58.68 3.045 35.36 1.816 43.11 2.221 32.29 1.655 8.737 20 59.11 3.067 35.61 1.828 43.21 2.227 32.40 1.661 8.783 30 60.17 3.124 35.98 1.848 43.58 2.246 32.67 1.674 8.892 40 60.62 3.148 36.23 1.86 43.75 2.255 32.80 1.68 8.943 50 60.80 3.157 36.44 1.872 43.98 2.267 33.08 1.697 8.993 60 60.93 3.164 36.72 1.886 44.07 2.272 33.41 1.714 9.036 70 61.10 3.173 36.99 1.9 44.23 2.28 33.83 1.736 9.089 80 61.25 3.181 37.18 1.91 44.52 2.297 34.03 1.746 9.134 90 61.32 3.184 37.64 1.935 44.64 2.302 34.10 1.75 9.171 100 61.51 3.195 37.95 1.951 44.75 2.308 34.37 1.764 9.218 Twoprocesses 10 61.74 3.207 38.05 1.956 44.87 2.314 38.33 1.97 9.447 20 61.82 3.211 38.25 1.967 44.90 2.315 38.53 1.981 9.474 30 61.99 3.22 38.42 1.975 45.06 2.324 38.76 1.993 9.512 40 62.10 3.226 38.60 1.985 45.12 2.327 38.92 2.002 9.54 50 62.21 3.232 38.71 1.991 45.21 2.332 39.02 2.007 9.562 60 62.34 3.239 38.88 1.999 45.33 2.338 39.21 2.017 9.593 70 62.38 3.241 38.97 2.004 45.42 2.343 39.39 2.026 9.614 80 62.49 3.247 39.12 2.012 45.56 2.351 39.56 2.035 9.645 90 62.55 s3.251 39.27 2.02 45.68 2.357 39.69 2.042 9.67 100 62.73 3.26 39.40 2.027 45.76 2.361 39.92 2.054 9.702 Threeprocesses 10 62.88 3.268 39.51 2.032 45.92 2.369 40.09 2.063 9.732 20 62.92 3.271 39.61 2.038 46.05 2.377 40.36 2.077 9.763 30 63.08 3.279 39.77 2.046 46.22 2.385 40.65 2.092 9.802 40 63.26 3.288 39.86 2.051 46.33 2.391 40.86 2.104 9.834 50 63.35 3.293 39.96 2.056 46.57 2.4 41.04 2.113 9.862 60 63.43 3.298 40.07 2.062 46.72 2.411 41.41 2.132 9.903 70 63.55 3.304 40.18 2.067 46.84 2.418 41.51 2.138 9.927 80 63.7 3.312 40.26 2.072 46.92 2.422 41.7 2.147 9.953 90 63.88 3.322 40.34 2.076 47.32 2.443 41.85 2.155 9.996 100 63.95 3.325 40.42 2.08 47.97 2.477 42.02 2.164 10.046
  • 6. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.3, No.6, 2013 55 Table 3: Thermoelectric voltage generated from waste heat in a Dell desktop computer (with heat sinks OFF) under varying processor workload. Processor workload Time (sec) Processor (with heat sink and fan removed) Idle Temp (◦C) Volt (µV) 10 30.72 1.573 20 42.69 2.2 30 50.42 2.607 40 54.57 2.827 50 57.92 3.005 60 61.11 3.174 70 64.75 3.368 80 69.77 3.636 90 74.46 3.888 One process 10 32.4 1.661 20 48.61 2.511 30 59.09 3.067 40 62.96 3.273 50 73.02 3.81 60 82.72 4.332 70 83.13 4.354
  • 7. This academic article was published by The International Institute for Science, Technology and Education (IISTE). The IISTE is a pioneer in the Open Access Publishing service based in the U.S. and Europe. The aim of the institute is Accelerating Global Knowledge Sharing. More information about the publisher can be found in the IISTE’s homepage: http://www.iiste.org CALL FOR PAPERS The IISTE is currently hosting more than 30 peer-reviewed academic journals and collaborating with academic institutions around the world. There’s no deadline for submission. Prospective authors of IISTE journals can find the submission instruction on the following page: http://www.iiste.org/Journals/ The IISTE editorial team promises to the review and publish all the qualified submissions in a fast manner. All the journals articles are available online to the readers all over the world without financial, legal, or technical barriers other than those inseparable from gaining access to the internet itself. Printed version of the journals is also available upon request of readers and authors. IISTE Knowledge Sharing Partners EBSCO, Index Copernicus, Ulrich's Periodicals Directory, JournalTOCS, PKP Open Archives Harvester, Bielefeld Academic Search Engine, Elektronische Zeitschriftenbibliothek EZB, Open J-Gate, OCLC WorldCat, Universe Digtial Library , NewJour, Google Scholar