SlideShare a Scribd company logo
1 of 13
Download to read offline
Power Factor— 
The Basics 
OK. I’ve heard a lot about this power factor stuff. What exactly is it? 
We hope to give you an easy explanation of what power factor is, and to answer 
the following most asked questions: 
Question #1: What is Power Factor? 
Question #2: What Causes Low Power Factor? 
Question #3: Why Should I Improve My Power Factor? 
Question #4: How Do I Correct (Improve) My Power Factor? 
Question #5: How Long Will It Take My Investment in Power Factor 
Correction to Pay for Itself? 
Question #6: What is the Next Step? 
Question #1: 
What is Power Factor? 
Super. I’m ready to find out what power factor is. 
To understand power factor, we’ll first start with the definition of some basic terms: 
KW is Working Power (also called Actual Power or Active Power or Real Power). 
It is the power that actually powers the equipment and performs useful 
work. 
KVAR is Reactive Power. 
It is the power that magnetic equipment (transformer, motor and relay) 
needs to produce the magnetizing flux. 
KVA is Apparent Power. 
It is the “vectorial summation” of KVAR and KW.
Let’s look at a simple analogy in order to better understand these terms…. 
Let’s say you are at the ballpark and it is a really hot day. You order up a 
mug of your favorite brewsky. The thirst-quenching portion of your beer 
is represented by KW (Figure 1). 
Unfortunately, life isn’t perfect. Along with your ale comes a little bit of 
foam. (And let’s face it…that foam just doesn’t quench your thirst.) This 
foam is represented by KVAR. 
The total contents of your mug, KVA, is this summation of KW (the beer) 
and KVAR (the foam). 
Figure 1 
So, now that we understand some basic terms, we are ready to learn about power factor: 
Power Factor (P.F.) is the ratio of Working Power to Apparent Power. 
P.F. = KW 
KVA 
Looking at our beer mug analogy above, power factor would be the ratio 
of beer (KW) to beer plus foam (KVA). 
P.F. = KW 
KW + KVAR 
. = Beer 
Beer + Foam
Thus, for a given KVA: 
• The more foam you have (the higher the percentage of 
KVAR), the lower your ratio of KW (beer) to KVA (beer 
plus foam). Thus, the lower your power factor. 
• The less foam you have (the lower the percentage of 
KVAR), the higher your ratio of KW (beer) to KVA (beer 
plus foam). In fact, as your foam (or KVAR) approaches 
zero, your power factor approaches 1.0. 
Our beer mug analogy is a bit simplistic. In reality, when we calculate 
KVA, we must determine the “vectorial summation” of KVAR and KW. 
Therefore, we must go one step further and look at the angle between 
these vectors. 
Let’s look at another analogy …… 
Mac here is dragging a heavy load (Figure 2). Mac’s Working Power (or 
Actual Power) in the forward direction, where he most wants his load to 
travel, is KW. 
Unfortunately, Mac can’t drag his load on a perfect horizontal (he would 
get a tremendous backache), so his shoulder height adds a little Reactive 
Power, or KVAR. 
The Apparent Power Mac is dragging, KVA, is this “vectorial summation” 
of KVAR and KW. 
Figure 2 
The “Power Triangle” (Figure 3) illustrates this relationship between KW, KVA, KVAR, 
and Power Factor:
The Power Triangle 
KVA 
KVAR 
θ 
KW 
P.F. = KW = COS θ 
KVA 
KVAR = SIN θ 
KVA 
KVA = KW2 + KVAR2 = KV * I * 3 
Figure 3 
Note that…in an ideal world…looking at the beer mug analogy: 
ƒ KVAR would be very small (foam would be approaching zero) 
ƒ KW and KVA would be almost equal (more beer; less foam) 
Similarly…in an ideal world…looking at Mac’s heavy load analogy: 
ƒ KVAR would be very small (approaching zero) 
ƒ KW and KVA would be almost equal (Mac wouldn’t have to 
waste any power along his body height) 
ƒ The angle θ (formed between KW and KVA) would approach 
zero 
ƒ Cosine θ would then approach one 
ƒ Power Factor would approach one 
So…. 
In order to have an “efficient” system (whether it is the beer mug or Mac dragging 
a heavy load), we want power factor to be as close to 1.0 as possible. 
Sometimes, however, our electrical distribution has a power factor much less than 
1.0. Next, we’ll see what causes this.
Question #2: 
What Causes Low Power Factor? 
Great. I now understand what power factor is. But I’ve been told mine is low. 
What did I do to cause this? 
Since power factor is defined as the ratio of KW to KVA, we see that low power 
factor results when KW is small in relation to KVA. Remembering our beer mug 
analogy, this would occur when KVAR (foam, or Mac’s shoulder height) is large. 
What causes a large KVAR in a system? The answer is…inductive loads. 
Inductive loads (which are sources of Reactive Power) include: 
‰ Transformers 
‰ Induction motors 
‰ Induction generators (wind mill generators) 
‰ High intensity discharge (HID) lighting 
These inductive loads constitute a major portion of the power consumed in 
industrial complexes. 
Reactive power (KVAR) required by inductive loads increases the amount of 
apparent power (KVA) in your distribution system (Figure 4). This increase in reactive 
and apparent power results in a larger angle θ (measured between KW and KVA). Recall 
that, as θ increases, cosine θ (or power factor) decreases. 
KVA 
KVAR 
KVA 
KVAR 
θ θ 
KW KW 
Figure 4 
So, inductive loads (with large KVAR) result in low power factor.
Question #3: 
Why Should I Improve My Power Factor? 
Okay. So I’ve got inductive loads at my facility that are causing my power factor 
to be low. Why should I want to improve it? 
You want to improve your power factor for several different reasons. Some of the 
benefits of improving your power factor include: 
1) Lower utility fees by: 
a. Reducing peak KW billing demand 
Recall that inductive loads, which require reactive power, caused 
your low power factor. This increase in required reactive power 
(KVAR) causes an increase in required apparent power (KVA), 
which is what the utility is supplying. 
So, a facility’s low power factor causes the utility to have to 
increase its generation and transmission capacity in order to handle 
this extra demand. 
By raising your power factor, you use less KVAR. This results in 
less KW, which equates to a dollar savings from the utility. 
b. Eliminating the power factor penalty 
Utilities usually charge customers an additional fee when their 
power factor is less than 0.95. (In fact, some utilities are not 
obligated to deliver electricity to their customer at any time the 
customer’s power factor falls below 0.85.) Thus, you can avoid 
this additional fee by increasing your power factor. 
2) Increased system capacity and reduced system losses in your electrical 
system 
By adding capacitors (KVAR generators) to the system, the power 
factor is improved and the KW capacity of the system is increased. 
For example, a 1,000 KVA transformer with an 80% power factor 
provides 800 KW (600 KVAR) of power to the main bus. 
1000 KVA = (800 KW)2 + ( ? KVAR)2 
KVAR = 600
By increasing the power factor to 90%, more KW can be supplied 
for the same amount of KVA. 
1000 KVA = (900 KW)2 + ( ? KVAR)2 
KVAR = 436 
The KW capacity of the system increases to 900 KW and the 
utility supplies only 436 KVAR. 
Uncorrected power factor causes power system losses in your 
distribution system. By improving your power factor, these losses 
can be reduced. With the current rise in the cost of energy, 
increased facility efficiency is very desirable. And with lower 
system losses, you are also able to add additional load to your 
system. 
3) Increased voltage level in your electrical system and cooler, more efficient 
motors 
As mentioned above, uncorrected power factor causes power 
system losses in your distribution system. As power losses 
increase, you may experience voltage drops. Excessive voltage 
drops can cause overheating and premature failure of motors and 
other inductive equipment. 
So, by raising your power factor, you will minimize these voltage 
drops along feeder cables and avoid related problems. Your 
motors will run cooler and be more efficient, with a slight increase 
in capacity and starting torque.
Question #4 
How Do I Correct (Improve) My Power Factor? 
All right. You’ve convinced me. I sure would like to save some money on my 
power bill and extend the life of my motors. But how do I go about improving (i.e., 
increasing) my power factor? 
We have seen that sources of Reactive Power (inductive loads) decrease power 
factor: 
‰ Transformers 
‰ Induction motors 
‰ Induction generators (wind mill generators) 
‰ High intensity discharge (HID) lighting 
Similarly, consumers of Reactive Power increase power factor: 
‰ Capacitors 
‰ Synchronous generators (utility and emergency) 
‰ Synchronous motors 
Thus, it comes as no surprise that one way to increase power factor is to add 
capacitors to the system. This--and other ways of increasing power factor--are listed 
below: 
1) Installing capacitors (KVAR Generators) 
Installing capacitors decreases the magnitude of reactive power (KVAR or 
foam), thus increasing your power factor. 
Here is how it works (Figure 5)… 
Reactive power (KVARS), caused by inductive loads, 
always acts at a 90-degree angle to working power (KW). 
Capacitance 
(KVAR) 
Working 
Power 
(KW) 
Reactance 
(KVAR) 
Figure 5
Inductance and capacitance react 180 degrees to each other. 
Capacitors store KVARS and release energy opposing the 
reactive energy caused by the inductor. 
The presence of both a capacitor and inductor in the same 
circuit results in the continuous alternating transfer of 
energy between the two. 
Thus, when the circuit is balanced, all the energy released 
by the inductor is absorbed by the capacitor. 
Following is an example of how a capacitor cancels out the effect of an 
inductive load…. 
2) Minimizing operation of idling or lightly loaded motors. 
We already talked about the fact that low power factor is caused by the 
presence of induction motors. But, more specifically, low power factor is 
caused by running induction motors lightly loaded. 
3) Avoiding operation of equipment above its rated voltage. 
4) Replacing standard motors as they burn out with energy-efficient motors. 
Even with energy-efficient motors, power factor is significantly affected 
by variations in load. A motor must be operated near its rated load in 
order to realize the benefits of a high power factor design.
Question #5 
How Long Will It Take my Investment in Power Factor 
Correction to Pay for Itself? 
Super, I’ve learned that by installing capacitors at my facility, I can improve my power 
factor. But buying capacitors costs money. How long will it take for the reduction in my 
power bill to pay for the cost of the capacitors? 
A calculation can be run to determine when this payoff will be. As an example, 
assume that a portion of your facility can be modeled as in Figure 6 below. Your current 
power factor is 0.65. 
Following are the parameters for your original system: 
• 163 KW load 
• 730 hours per month 
• 480 Volt, 3 phase service 
• 5% system losses 
• Load PF = 65% 
• PSE Rate Schedule: 
• Energy Rate = $4.08 per KWH 
• Demand Charge = $2.16 per KW 
• PF Penalty = $0.15 per KVARH 
Figure 6
We’ll calculate the total amount the utility charges you every month as follows: 
First, we’ll calculate your energy usage: 
163 KW X 730 Hours/Month X $4.08/KWH = $4,854.79/Month 
Next, we’ll calculate your demand charge: 
163 KW X $2.16/KW = $352.08/Month 
Finally, we’ll calculate your Power Factor Penalty: 
190 KVAR X 730 Hours/Month X $0.15/KVARH = $208/Month 
Now, let’s say that you decide to install a capacitor bank (Figure 7). The 190 
KVAR from the capacitor cancels out the 190 KVAR from the inductive motor. Your 
power factor is now 1.0. 
Following are your parameters for your system with capacitors: 
• Corrected PF = 1.0 
Figure 7
You can calculate your loss reduction: 
Loss Reduction = 1-(0.652 / 1.002) = 0.58 
Therefore, your system loss reduction will be as follows: 
0.58 X 0.05 (losses) = 0.029 System Loss Reduction 
Your total KW load will be reduced as follows: 
163 KW X 0.029 = 4.7 KW 
Now we can calculate your savings in energy usage: 
4.7 KW X 730 Hours/Month X $4.08/KWH = $141.00/Month 
Next, we’ll calculate your savings in demand charge: 
4.7 KW X $2.16/KW = $10.15/Month 
Finally, remember that your Power Factor Penalty is zero. 
Let’s calculate how long it will take for this capacitor bank to pay for itself. 
• Capacitor Cost = $30.00/KVAR 
Your savings per month are as follows: 
♦ $141.00 Energy Usage 
♦ $ 10.15 Demand Charge 
♦ $208.00 PF Penalty Charge 
$359.15 Total 
Your payback will be at the following time: 
$30.00/KVAR X 190 KVAR/$359/Month = 16 Months 
Installation of your capacitors will pay for themselves in 16 months.
Question #6 
What is the next step? 
Terrific. I think I should take a look at the power factor at my facility and see 
what I can do to improve it. So what do I do next? 
PowerStudies.com can assist you in determining the optimum power factor 
correction for your facility. We can also help you to correctly locate and provide tips on 
installing capacitors in your electrical distribution system. 
Feel free to call us, fax us, e-mail us, and continue to check us out on the web. 
We would be happy to talk to you about your specific application. 
Telephone: (253) 639-8535 
Fax: (253) 639-8685 
E-mail: fuhr@powerstudies.com 
Web: www.powerstudies.com 
This article is provided complements of

More Related Content

What's hot

Calculo de un Sistema de Distribución, Mario Rosales
Calculo de un Sistema de Distribución, Mario RosalesCalculo de un Sistema de Distribución, Mario Rosales
Calculo de un Sistema de Distribución, Mario Rosalesrmario98
 
8.2.1factorstoconsider
8.2.1factorstoconsider8.2.1factorstoconsider
8.2.1factorstoconsiderTalia Carbis
 
IRJET- Simulation and Analysis of Photovoltaic Solar System for Different Wea...
IRJET- Simulation and Analysis of Photovoltaic Solar System for Different Wea...IRJET- Simulation and Analysis of Photovoltaic Solar System for Different Wea...
IRJET- Simulation and Analysis of Photovoltaic Solar System for Different Wea...IRJET Journal
 
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...IRJET Journal
 
ECE ROLE OF SOLAR FARM IN POWER FACTOR IMPROVEMENT OF GRID CONNECTED SYSTEM
ECE ROLE OF SOLAR FARM IN POWER FACTOR IMPROVEMENT OF GRID CONNECTED SYSTEMECE ROLE OF SOLAR FARM IN POWER FACTOR IMPROVEMENT OF GRID CONNECTED SYSTEM
ECE ROLE OF SOLAR FARM IN POWER FACTOR IMPROVEMENT OF GRID CONNECTED SYSTEMkarann
 
frc 1108 electronics
frc 1108 electronics frc 1108 electronics
frc 1108 electronics Nelson Green
 
10.2.1inductortypes
10.2.1inductortypes10.2.1inductortypes
10.2.1inductortypesTalia Carbis
 
14.5.4 Example 1 Part 1
14.5.4 Example 1 Part 114.5.4 Example 1 Part 1
14.5.4 Example 1 Part 1Talia Carbis
 

What's hot (16)

120
120120
120
 
Basic Electric Circuits Session 8B
Basic Electric Circuits Session 8BBasic Electric Circuits Session 8B
Basic Electric Circuits Session 8B
 
Calculo de un Sistema de Distribución, Mario Rosales
Calculo de un Sistema de Distribución, Mario RosalesCalculo de un Sistema de Distribución, Mario Rosales
Calculo de un Sistema de Distribución, Mario Rosales
 
8.2.1factorstoconsider
8.2.1factorstoconsider8.2.1factorstoconsider
8.2.1factorstoconsider
 
IRJET- Simulation and Analysis of Photovoltaic Solar System for Different Wea...
IRJET- Simulation and Analysis of Photovoltaic Solar System for Different Wea...IRJET- Simulation and Analysis of Photovoltaic Solar System for Different Wea...
IRJET- Simulation and Analysis of Photovoltaic Solar System for Different Wea...
 
Bank kapasitor
Bank kapasitorBank kapasitor
Bank kapasitor
 
8.2.2effects
8.2.2effects8.2.2effects
8.2.2effects
 
7.1.2symbols
7.1.2symbols7.1.2symbols
7.1.2symbols
 
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...
 
8.3.3ceramicdisks
8.3.3ceramicdisks8.3.3ceramicdisks
8.3.3ceramicdisks
 
6.3.2analogue
6.3.2analogue6.3.2analogue
6.3.2analogue
 
ECE ROLE OF SOLAR FARM IN POWER FACTOR IMPROVEMENT OF GRID CONNECTED SYSTEM
ECE ROLE OF SOLAR FARM IN POWER FACTOR IMPROVEMENT OF GRID CONNECTED SYSTEMECE ROLE OF SOLAR FARM IN POWER FACTOR IMPROVEMENT OF GRID CONNECTED SYSTEM
ECE ROLE OF SOLAR FARM IN POWER FACTOR IMPROVEMENT OF GRID CONNECTED SYSTEM
 
ANSYS MAXWELL TRAINING AGENDA
ANSYS MAXWELL TRAINING AGENDAANSYS MAXWELL TRAINING AGENDA
ANSYS MAXWELL TRAINING AGENDA
 
frc 1108 electronics
frc 1108 electronics frc 1108 electronics
frc 1108 electronics
 
10.2.1inductortypes
10.2.1inductortypes10.2.1inductortypes
10.2.1inductortypes
 
14.5.4 Example 1 Part 1
14.5.4 Example 1 Part 114.5.4 Example 1 Part 1
14.5.4 Example 1 Part 1
 

Viewers also liked

Microsoft .net 2015 Training in Noida Delhi ncr
Microsoft .net 2015 Training in Noida Delhi ncrMicrosoft .net 2015 Training in Noida Delhi ncr
Microsoft .net 2015 Training in Noida Delhi ncrShri Prakash Pandey
 
Jalaj mani visual cv
Jalaj mani visual cvJalaj mani visual cv
Jalaj mani visual cvJalaj Mani
 
Tara Solutions Brochure 2 25 Email
Tara Solutions Brochure 2 25 EmailTara Solutions Brochure 2 25 Email
Tara Solutions Brochure 2 25 Emailsilnet
 
VectorBase - PopGenBase Meeting at ASTMH08
VectorBase - PopGenBase Meeting at ASTMH08VectorBase - PopGenBase Meeting at ASTMH08
VectorBase - PopGenBase Meeting at ASTMH08Yoosook Lee
 

Viewers also liked (7)

Microsoft .net 2015 Training in Noida Delhi ncr
Microsoft .net 2015 Training in Noida Delhi ncrMicrosoft .net 2015 Training in Noida Delhi ncr
Microsoft .net 2015 Training in Noida Delhi ncr
 
Jalaj mani visual cv
Jalaj mani visual cvJalaj mani visual cv
Jalaj mani visual cv
 
Tara Solutions Brochure 2 25 Email
Tara Solutions Brochure 2 25 EmailTara Solutions Brochure 2 25 Email
Tara Solutions Brochure 2 25 Email
 
VectorBase - PopGenBase Meeting at ASTMH08
VectorBase - PopGenBase Meeting at ASTMH08VectorBase - PopGenBase Meeting at ASTMH08
VectorBase - PopGenBase Meeting at ASTMH08
 
The Study Book
The Study BookThe Study Book
The Study Book
 
Finishedness 2014
Finishedness 2014Finishedness 2014
Finishedness 2014
 
The status of women
The status of womenThe status of women
The status of women
 

Similar to Power factor basics

Power Factor Basics
Power Factor BasicsPower Factor Basics
Power Factor Basicsno suhaila
 
Power factor and its importance
Power factor and its importancePower factor and its importance
Power factor and its importancePriyansh Thakar
 
Importance of Power Factor.pptx
Importance of Power Factor.pptxImportance of Power Factor.pptx
Importance of Power Factor.pptxVineet Shekhar
 
PowerFactorImprovement.pptx
PowerFactorImprovement.pptxPowerFactorImprovement.pptx
PowerFactorImprovement.pptxRishab Saini
 
How Power Factor corection works.pdf
How Power Factor corection works.pdfHow Power Factor corection works.pdf
How Power Factor corection works.pdfChristinaBoyd12
 
Power Factor : Basics and Benefits of Improvement
Power Factor : Basics and  Benefits of ImprovementPower Factor : Basics and  Benefits of Improvement
Power Factor : Basics and Benefits of ImprovementBijadhar Pandey
 
Reducing Your Electric bills & your Carbon Footprint
Reducing Your Electric bills & your Carbon FootprintReducing Your Electric bills & your Carbon Footprint
Reducing Your Electric bills & your Carbon FootprintScottStephens
 
A guide to power factor correction for the plant engineer
A guide to power factor correction for the plant engineerA guide to power factor correction for the plant engineer
A guide to power factor correction for the plant engineerOrlando Martín H
 
Micro-controller based Automatic Power Factor Correction System Report
Micro-controller based Automatic Power Factor Correction System ReportMicro-controller based Automatic Power Factor Correction System Report
Micro-controller based Automatic Power Factor Correction System ReportTheory to Practical
 
Improvement of Load Power Factor by Using Capacitor
Improvement of Load Power Factor by Using CapacitorImprovement of Load Power Factor by Using Capacitor
Improvement of Load Power Factor by Using CapacitorIOSRJEEE
 
Cis eo dte_power_factor_138474_7
Cis eo dte_power_factor_138474_7Cis eo dte_power_factor_138474_7
Cis eo dte_power_factor_138474_7Lokesh Singh
 
1.11 power factor improvement
1.11 power factor improvement1.11 power factor improvement
1.11 power factor improvementW3Edify
 
powerfactorintroductionanditscorrectionfinalokk-180401111606 (3).pdf
powerfactorintroductionanditscorrectionfinalokk-180401111606 (3).pdfpowerfactorintroductionanditscorrectionfinalokk-180401111606 (3).pdf
powerfactorintroductionanditscorrectionfinalokk-180401111606 (3).pdfBOOPATHIMADHAIYAN
 
Power factor introduction and its correction final
Power factor introduction and its correction final Power factor introduction and its correction final
Power factor introduction and its correction final manpreetsingh1076
 

Similar to Power factor basics (20)

Power Factor Basics
Power Factor BasicsPower Factor Basics
Power Factor Basics
 
Power factor(r)
Power factor(r)Power factor(r)
Power factor(r)
 
Power factor and its importance
Power factor and its importancePower factor and its importance
Power factor and its importance
 
Importance of Power Factor.pptx
Importance of Power Factor.pptxImportance of Power Factor.pptx
Importance of Power Factor.pptx
 
PowerFactorImprovement.pptx
PowerFactorImprovement.pptxPowerFactorImprovement.pptx
PowerFactorImprovement.pptx
 
Power factor improvement
Power factor improvementPower factor improvement
Power factor improvement
 
How Power Factor corection works.pdf
How Power Factor corection works.pdfHow Power Factor corection works.pdf
How Power Factor corection works.pdf
 
Power Factor : Basics and Benefits of Improvement
Power Factor : Basics and  Benefits of ImprovementPower Factor : Basics and  Benefits of Improvement
Power Factor : Basics and Benefits of Improvement
 
Power Management in BMS
Power Management in BMSPower Management in BMS
Power Management in BMS
 
Reducing Your Electric bills & your Carbon Footprint
Reducing Your Electric bills & your Carbon FootprintReducing Your Electric bills & your Carbon Footprint
Reducing Your Electric bills & your Carbon Footprint
 
A guide to power factor correction for the plant engineer
A guide to power factor correction for the plant engineerA guide to power factor correction for the plant engineer
A guide to power factor correction for the plant engineer
 
Micro-controller based Automatic Power Factor Correction System Report
Micro-controller based Automatic Power Factor Correction System ReportMicro-controller based Automatic Power Factor Correction System Report
Micro-controller based Automatic Power Factor Correction System Report
 
Improvement of Load Power Factor by Using Capacitor
Improvement of Load Power Factor by Using CapacitorImprovement of Load Power Factor by Using Capacitor
Improvement of Load Power Factor by Using Capacitor
 
Cis eo dte_power_factor_138474_7
Cis eo dte_power_factor_138474_7Cis eo dte_power_factor_138474_7
Cis eo dte_power_factor_138474_7
 
1.11 power factor improvement
1.11 power factor improvement1.11 power factor improvement
1.11 power factor improvement
 
THE POWER FACTOR
THE POWER FACTOR THE POWER FACTOR
THE POWER FACTOR
 
Mohsin rana
Mohsin ranaMohsin rana
Mohsin rana
 
General Power Quality
General Power QualityGeneral Power Quality
General Power Quality
 
powerfactorintroductionanditscorrectionfinalokk-180401111606 (3).pdf
powerfactorintroductionanditscorrectionfinalokk-180401111606 (3).pdfpowerfactorintroductionanditscorrectionfinalokk-180401111606 (3).pdf
powerfactorintroductionanditscorrectionfinalokk-180401111606 (3).pdf
 
Power factor introduction and its correction final
Power factor introduction and its correction final Power factor introduction and its correction final
Power factor introduction and its correction final
 

Recently uploaded

Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVRajaP95
 
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptxthe ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptxhumanexperienceaaa
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Dr.Costas Sachpazis
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxwendy cai
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxupamatechverse
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )Tsuyoshi Horigome
 
Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations120cr0395
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSCAESB
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSSIVASHANKAR N
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 

Recently uploaded (20)

Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
 
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
 
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptxthe ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptx
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
 
Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentation
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 

Power factor basics

  • 1. Power Factor— The Basics OK. I’ve heard a lot about this power factor stuff. What exactly is it? We hope to give you an easy explanation of what power factor is, and to answer the following most asked questions: Question #1: What is Power Factor? Question #2: What Causes Low Power Factor? Question #3: Why Should I Improve My Power Factor? Question #4: How Do I Correct (Improve) My Power Factor? Question #5: How Long Will It Take My Investment in Power Factor Correction to Pay for Itself? Question #6: What is the Next Step? Question #1: What is Power Factor? Super. I’m ready to find out what power factor is. To understand power factor, we’ll first start with the definition of some basic terms: KW is Working Power (also called Actual Power or Active Power or Real Power). It is the power that actually powers the equipment and performs useful work. KVAR is Reactive Power. It is the power that magnetic equipment (transformer, motor and relay) needs to produce the magnetizing flux. KVA is Apparent Power. It is the “vectorial summation” of KVAR and KW.
  • 2. Let’s look at a simple analogy in order to better understand these terms…. Let’s say you are at the ballpark and it is a really hot day. You order up a mug of your favorite brewsky. The thirst-quenching portion of your beer is represented by KW (Figure 1). Unfortunately, life isn’t perfect. Along with your ale comes a little bit of foam. (And let’s face it…that foam just doesn’t quench your thirst.) This foam is represented by KVAR. The total contents of your mug, KVA, is this summation of KW (the beer) and KVAR (the foam). Figure 1 So, now that we understand some basic terms, we are ready to learn about power factor: Power Factor (P.F.) is the ratio of Working Power to Apparent Power. P.F. = KW KVA Looking at our beer mug analogy above, power factor would be the ratio of beer (KW) to beer plus foam (KVA). P.F. = KW KW + KVAR . = Beer Beer + Foam
  • 3. Thus, for a given KVA: • The more foam you have (the higher the percentage of KVAR), the lower your ratio of KW (beer) to KVA (beer plus foam). Thus, the lower your power factor. • The less foam you have (the lower the percentage of KVAR), the higher your ratio of KW (beer) to KVA (beer plus foam). In fact, as your foam (or KVAR) approaches zero, your power factor approaches 1.0. Our beer mug analogy is a bit simplistic. In reality, when we calculate KVA, we must determine the “vectorial summation” of KVAR and KW. Therefore, we must go one step further and look at the angle between these vectors. Let’s look at another analogy …… Mac here is dragging a heavy load (Figure 2). Mac’s Working Power (or Actual Power) in the forward direction, where he most wants his load to travel, is KW. Unfortunately, Mac can’t drag his load on a perfect horizontal (he would get a tremendous backache), so his shoulder height adds a little Reactive Power, or KVAR. The Apparent Power Mac is dragging, KVA, is this “vectorial summation” of KVAR and KW. Figure 2 The “Power Triangle” (Figure 3) illustrates this relationship between KW, KVA, KVAR, and Power Factor:
  • 4. The Power Triangle KVA KVAR θ KW P.F. = KW = COS θ KVA KVAR = SIN θ KVA KVA = KW2 + KVAR2 = KV * I * 3 Figure 3 Note that…in an ideal world…looking at the beer mug analogy: ƒ KVAR would be very small (foam would be approaching zero) ƒ KW and KVA would be almost equal (more beer; less foam) Similarly…in an ideal world…looking at Mac’s heavy load analogy: ƒ KVAR would be very small (approaching zero) ƒ KW and KVA would be almost equal (Mac wouldn’t have to waste any power along his body height) ƒ The angle θ (formed between KW and KVA) would approach zero ƒ Cosine θ would then approach one ƒ Power Factor would approach one So…. In order to have an “efficient” system (whether it is the beer mug or Mac dragging a heavy load), we want power factor to be as close to 1.0 as possible. Sometimes, however, our electrical distribution has a power factor much less than 1.0. Next, we’ll see what causes this.
  • 5. Question #2: What Causes Low Power Factor? Great. I now understand what power factor is. But I’ve been told mine is low. What did I do to cause this? Since power factor is defined as the ratio of KW to KVA, we see that low power factor results when KW is small in relation to KVA. Remembering our beer mug analogy, this would occur when KVAR (foam, or Mac’s shoulder height) is large. What causes a large KVAR in a system? The answer is…inductive loads. Inductive loads (which are sources of Reactive Power) include: ‰ Transformers ‰ Induction motors ‰ Induction generators (wind mill generators) ‰ High intensity discharge (HID) lighting These inductive loads constitute a major portion of the power consumed in industrial complexes. Reactive power (KVAR) required by inductive loads increases the amount of apparent power (KVA) in your distribution system (Figure 4). This increase in reactive and apparent power results in a larger angle θ (measured between KW and KVA). Recall that, as θ increases, cosine θ (or power factor) decreases. KVA KVAR KVA KVAR θ θ KW KW Figure 4 So, inductive loads (with large KVAR) result in low power factor.
  • 6. Question #3: Why Should I Improve My Power Factor? Okay. So I’ve got inductive loads at my facility that are causing my power factor to be low. Why should I want to improve it? You want to improve your power factor for several different reasons. Some of the benefits of improving your power factor include: 1) Lower utility fees by: a. Reducing peak KW billing demand Recall that inductive loads, which require reactive power, caused your low power factor. This increase in required reactive power (KVAR) causes an increase in required apparent power (KVA), which is what the utility is supplying. So, a facility’s low power factor causes the utility to have to increase its generation and transmission capacity in order to handle this extra demand. By raising your power factor, you use less KVAR. This results in less KW, which equates to a dollar savings from the utility. b. Eliminating the power factor penalty Utilities usually charge customers an additional fee when their power factor is less than 0.95. (In fact, some utilities are not obligated to deliver electricity to their customer at any time the customer’s power factor falls below 0.85.) Thus, you can avoid this additional fee by increasing your power factor. 2) Increased system capacity and reduced system losses in your electrical system By adding capacitors (KVAR generators) to the system, the power factor is improved and the KW capacity of the system is increased. For example, a 1,000 KVA transformer with an 80% power factor provides 800 KW (600 KVAR) of power to the main bus. 1000 KVA = (800 KW)2 + ( ? KVAR)2 KVAR = 600
  • 7. By increasing the power factor to 90%, more KW can be supplied for the same amount of KVA. 1000 KVA = (900 KW)2 + ( ? KVAR)2 KVAR = 436 The KW capacity of the system increases to 900 KW and the utility supplies only 436 KVAR. Uncorrected power factor causes power system losses in your distribution system. By improving your power factor, these losses can be reduced. With the current rise in the cost of energy, increased facility efficiency is very desirable. And with lower system losses, you are also able to add additional load to your system. 3) Increased voltage level in your electrical system and cooler, more efficient motors As mentioned above, uncorrected power factor causes power system losses in your distribution system. As power losses increase, you may experience voltage drops. Excessive voltage drops can cause overheating and premature failure of motors and other inductive equipment. So, by raising your power factor, you will minimize these voltage drops along feeder cables and avoid related problems. Your motors will run cooler and be more efficient, with a slight increase in capacity and starting torque.
  • 8. Question #4 How Do I Correct (Improve) My Power Factor? All right. You’ve convinced me. I sure would like to save some money on my power bill and extend the life of my motors. But how do I go about improving (i.e., increasing) my power factor? We have seen that sources of Reactive Power (inductive loads) decrease power factor: ‰ Transformers ‰ Induction motors ‰ Induction generators (wind mill generators) ‰ High intensity discharge (HID) lighting Similarly, consumers of Reactive Power increase power factor: ‰ Capacitors ‰ Synchronous generators (utility and emergency) ‰ Synchronous motors Thus, it comes as no surprise that one way to increase power factor is to add capacitors to the system. This--and other ways of increasing power factor--are listed below: 1) Installing capacitors (KVAR Generators) Installing capacitors decreases the magnitude of reactive power (KVAR or foam), thus increasing your power factor. Here is how it works (Figure 5)… Reactive power (KVARS), caused by inductive loads, always acts at a 90-degree angle to working power (KW). Capacitance (KVAR) Working Power (KW) Reactance (KVAR) Figure 5
  • 9. Inductance and capacitance react 180 degrees to each other. Capacitors store KVARS and release energy opposing the reactive energy caused by the inductor. The presence of both a capacitor and inductor in the same circuit results in the continuous alternating transfer of energy between the two. Thus, when the circuit is balanced, all the energy released by the inductor is absorbed by the capacitor. Following is an example of how a capacitor cancels out the effect of an inductive load…. 2) Minimizing operation of idling or lightly loaded motors. We already talked about the fact that low power factor is caused by the presence of induction motors. But, more specifically, low power factor is caused by running induction motors lightly loaded. 3) Avoiding operation of equipment above its rated voltage. 4) Replacing standard motors as they burn out with energy-efficient motors. Even with energy-efficient motors, power factor is significantly affected by variations in load. A motor must be operated near its rated load in order to realize the benefits of a high power factor design.
  • 10. Question #5 How Long Will It Take my Investment in Power Factor Correction to Pay for Itself? Super, I’ve learned that by installing capacitors at my facility, I can improve my power factor. But buying capacitors costs money. How long will it take for the reduction in my power bill to pay for the cost of the capacitors? A calculation can be run to determine when this payoff will be. As an example, assume that a portion of your facility can be modeled as in Figure 6 below. Your current power factor is 0.65. Following are the parameters for your original system: • 163 KW load • 730 hours per month • 480 Volt, 3 phase service • 5% system losses • Load PF = 65% • PSE Rate Schedule: • Energy Rate = $4.08 per KWH • Demand Charge = $2.16 per KW • PF Penalty = $0.15 per KVARH Figure 6
  • 11. We’ll calculate the total amount the utility charges you every month as follows: First, we’ll calculate your energy usage: 163 KW X 730 Hours/Month X $4.08/KWH = $4,854.79/Month Next, we’ll calculate your demand charge: 163 KW X $2.16/KW = $352.08/Month Finally, we’ll calculate your Power Factor Penalty: 190 KVAR X 730 Hours/Month X $0.15/KVARH = $208/Month Now, let’s say that you decide to install a capacitor bank (Figure 7). The 190 KVAR from the capacitor cancels out the 190 KVAR from the inductive motor. Your power factor is now 1.0. Following are your parameters for your system with capacitors: • Corrected PF = 1.0 Figure 7
  • 12. You can calculate your loss reduction: Loss Reduction = 1-(0.652 / 1.002) = 0.58 Therefore, your system loss reduction will be as follows: 0.58 X 0.05 (losses) = 0.029 System Loss Reduction Your total KW load will be reduced as follows: 163 KW X 0.029 = 4.7 KW Now we can calculate your savings in energy usage: 4.7 KW X 730 Hours/Month X $4.08/KWH = $141.00/Month Next, we’ll calculate your savings in demand charge: 4.7 KW X $2.16/KW = $10.15/Month Finally, remember that your Power Factor Penalty is zero. Let’s calculate how long it will take for this capacitor bank to pay for itself. • Capacitor Cost = $30.00/KVAR Your savings per month are as follows: ♦ $141.00 Energy Usage ♦ $ 10.15 Demand Charge ♦ $208.00 PF Penalty Charge $359.15 Total Your payback will be at the following time: $30.00/KVAR X 190 KVAR/$359/Month = 16 Months Installation of your capacitors will pay for themselves in 16 months.
  • 13. Question #6 What is the next step? Terrific. I think I should take a look at the power factor at my facility and see what I can do to improve it. So what do I do next? PowerStudies.com can assist you in determining the optimum power factor correction for your facility. We can also help you to correctly locate and provide tips on installing capacitors in your electrical distribution system. Feel free to call us, fax us, e-mail us, and continue to check us out on the web. We would be happy to talk to you about your specific application. Telephone: (253) 639-8535 Fax: (253) 639-8685 E-mail: fuhr@powerstudies.com Web: www.powerstudies.com This article is provided complements of