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Review Paper
Int. J. on Recent Trends in Engineering and Technology, Vol. 8, No. 2, Jan 2013

Power Quality Parameters Measurement Techniques
Dr. S.M. Ali1,B.K.Prusty2, Punyashree Pattanayak3, Shubhra4, Prasun Sanki5
1:- Professor of Electrical Engineering,
2:-Research Scholar
3,4,5:-1st year M.TECH in Power and Energy System
School of Electrical Engineering , KIIT UNIVERSITY, Bhubaneswar, Pin-751024,ODISHA,INDIA
Emails- drsma786@gmail.com1, binodprusty@rediffmail.com2, punyashree.tite@gmail.com3,
shubhra24srivastava@gmail.com4 , wander.prasun@gmail.com5
has evolved towards globalization and the profit margins of
many activities tend to decrease.

Abstract: Power quality (PQ) issue has attained considerable
attention in the last decade due to large penetration of power
electronics based loads and/or microprocessor based controlled
loads. On one hand these devices introduce power quality
problem and on other hand these mal-operate due to the
induced power quality problems. PQ disturbances/events cover
a broad frequency range with significantly different magnitude
variations and can be non-stationary, thus, accurate techniques
are required to identify and classify these events/disturbances.
This paper presents a comprehensive overview of different
techniques used for PQ events’ classifications, parameters.
Various artificial intelligent techniques which are used in
PQ event classification are also discussed. Major Key issues
and challenges in classifying PQ events are critically
examined and outlined. In this paper, the main Power Quality
(PQ) problems are presented with their associated causes and
consequences. The economic impacts associated with PQ are
characterized. Finally, some solutions to mitigate the PQ
problems are presented.

A. Power Quality Characterization
Even the most advanced transmission and distribution
systems are not able to provide electrical energy with the
desired level of reliability for the proper functioning of the
loads in modern society[1]. Even with a 99,99% level there is
an equivalent interruption time of 52 minutes per year. The
most demanding processes in the modern digital economy
need electrical energy with 99.9999999% availability (9-nines
reliability) to function properly. Between 1992 and 1997, EPRI
carried out a study in the US to characterize the average
duration of disturbances[2].

Key words:- Power Quality, disturbances, PQ parameters.

I. INTRODUCTION
One of the fundamental challenges facing utility and power
customer personnel is the need to become familiar with and
stay informed about issues dealing with power quality. As
the utility industry undergoes restructuring and as customers find their service needs changing with increased use of
equipment and processes more susceptible to power system
disturbances, power suppliers and customers alike will find a
solid background in power quality not only useful, but also
necessary for continued productivity and competitiveness.
Electrical Power quality is a term which has captured increasing attention in power engineering in the recent years. Even
though this subject has always been of interest to power
engineers, it has assumed considerable interest in the 1990’s.
Electric power quality means different things for different
people. Classification of power quality areas may be made
according to the source of the problem such as converters,
magnetic circuit non linearity, arc furnace or by the wave
shape of the signal such as harmonics, flicker or by the frequency spectrum (radio frequency interference). The wave
shape phenomena associated with power quality may be characterized into synchronous and non synchronous phenomena. Synchronous phenomena refer to those in synchronism
with A.C waveform at power frequency. Along with technology advance, the organization of the worldwide economy
© 2013 ACEEE
DOI: 01.IJRTET.8.2.541

Fig. 1– Typical distribution of PQ disturbances by its duration for a
typical facility in 6 years (1992-97)

Fig-2-Comparative studies of various disturbances

92% of PQ disturbances were voltage sags with amplitude
drops up to 50% and duration below 2 seconds[3].
B. Measures of Electric Power Quality
1. Total Harmonic Distortion (THD)
For a periodic wave, THD is defined as:
i = order of harmonics.
V(i) = Amplitude of ith harmonic component of voltage
107
Review Paper
Int. J. on Recent Trends in Engineering and Technology, Vol. 8, No. 2, Jan 2013
Vf (t) = Vf cos (wf t). Vm cos (w0 t)
(8)
And the total bus voltage is
V (t) = Vm Cos (w0 t) + Vf (t) = (1+Vf cos (wf t)) Vm cos (w0 t).
(9)
The
F = Vf/Vm.
(10)

(1)

2. Telephone Influence Factor (TIF)
Wis (weights) reflect the response of human ear. The
infinite sum is truncated for practical use. (Say to 5kHz as per
ANSI Standard 368). [4]The TIF is usually applied to line
currents since the nature of Electromagnetic induction is
related to line current amplitude.
3. V.T Product

II. POWER QUALITY SOLUTION

(2)

V.T index is an alternative index which incorporates the
information, and in defined below. [5]Wi’s are the TIF weights
and (V(i)) are the ith harmonic components of line- to- line
voltage V.

Fig-3- Steps for power quality solutions

A. Grounding & Bonding Integrity
Computer based industrial system performance is directly
related to the quality of the equipment grounding and
bonding. If the grounding and bonding is incorrectly
configured, poor system performance is the result.[6]
Grounding is one of the most important and misunderstood
aspects of the electrical system. It is essential to differentiate
the functions of the grounded conductor (neutral) from the
equipment grounding system (safety ground).

(3)

K.V.T = 1000* V.T
Similarly I.T is a measure for line currents

B. Proper Wiring
An overall equipment inspection is crucial to ensure
proper wiring within a facility.[7] The entire electrical system
should be checked for loose, missing or improper connections
at panels, receptacles and equipment. Article 300 of the
National Electrical Code cover wiring methods and should
be followed to ensure safe and reliable operation.

(4)

(5)

Observe that TIFV. Vrms = V.T
TIFI. Iyms = I.T.
4 Distortion Index [DIN]
5 C - Message weights [c] : The c- message weighted index
for current i(t).

C. Restoring technologies
Restoring technologies are used to provide the electric
loads with ride through capability in poor PQ environment.[8]

(6)

Fig-4 Restoring Technologies

D. Distributed Generation
Distributed Generation (DG) units can be used to provide
clean power to critical loads, isolating them from disturbances
with origin in the grid.[9] DG units can also be used as backup
generators to assure energy supply to critical loads during
sustained outages. Additionally DG units can be used for
load management purposed to decrease the peak demand.

(7)

6 Flicker Factor (F)
Vm cos(wf t) may be considered as being modulated by
the signal Vf cos(w0t) where Vf is the flicker amplitude. Thus
flicker component of bus voltage in
© 2013 ACEEE
DOI: 01.IJRTET.8.2.541

E. Enhanced Interface Devices
Besides energy storage systems and DG, some other
devices may be used to solve PQ problems.[10] Using proper
108
Review Paper
Int. J. on Recent Trends in Engineering and Technology, Vol. 8, No. 2, Jan 2013
interface devices, one can isolate the loads from disturbances
deriving from the grid.
1. Voltage compensator
Shunt voltage compensator Series voltage compensator

[10].Wavelet-based fuzzy reasoning approach to power-quality
disturbance recognition IEEE Trans. on Power Delivery, vol.
19, pp. 2011-2012.

AUTHORS BIBLIOGRAPHY
Dr S M Ali is Associate Professor in Electrical
Engineering of KIIT University Bhubaneswar. He
received his DSc & Ph.D. in Electrical Engineering
from International university, California, USA in
2008 & 2006 respectively. He had done M.Tech
from Calcutta University. His area of research in
the field of Renewable Energy both Solar & Wind Energy. He had
also guided five nos. of Ph. D students in his research area. He has
also presented more than 50 papers in different National & International conferences in the field of Renewable Energy apart from
around 20 nos of paper also published in National and International journals. He has conducted several nos. of Seminar, Workshop and short term training program for the Faculty members
Engineering College, Polytechnic in collaboration with AICTE,
ISTE, MHRD DST, & Ministry of Industries, Govt. of India. He
is Vice President of Solar Energy Society of India and Secretary of
Institution of Engineers (India) , Odisha state centre.

Fig-5 Voltage Compensator

F. End-use Devices Less Sensitive
• Some measures to increase equipment immunity:
– Add a capacitor with larger capacity to power supplies;
– Use cables with larger neutral conductors;
– Derate transformers;
– Use of oversized active front-ends.
CONCLUSION

Binod Kumar Prusty,Sr. Lecturer in Electrical
Engineering.
Seemanta
engineering
College,Mayurbhanj, B.E. (EE) in Utkal University, Bhubaneswar. Done M.Tech. (Power System) from NIT, Jamshedpur. Continuing Ph.D.,
KIIT, University Bhubaneswar . He is the life
Member of Solar Energy Society of India (SESI) .

Electric power quality, which is a current interest to several
power utilities all over the world, is often severely affected
by harmonics and transient disturbances. Due to increased
use of various power electronic devices in modern power
systems, power quality is becoming an important and
challenging issue for the power engineers. There is no unique
model which can assess the power quality problem and to
identify and classify them properly.

Punnyashree Pattanayak: Has received B.Tech
in Electrical and Electronics Engineering from
T.I.T.E, Khurda, Odisha, India, under Biju Pattanaik
University of Technology(BPUT). She is presently
pursuing M.Tech from KIIT-University,
Bhubaneswar, Odisha, India with specialisation
Power and Energy System.This paper is prepared under the guidance of Dr. S.M Ali, Professor of Electrical Engineering, KIITUniversity.She is the life member of Solar Energy Society of
India(SESI).

REFERENCES
[1]. Abdel-Galil T.K., Kamel M., Youssef A.M., El-Saadany E.F.,
and Salama M.M.A. Power quality disturbance classification
using the inductive inference approach, IEEE Trans. on Power
Delivery, vol. 19, pp. 2000-2004.
[2]. Acha E. and Madrial M., 2010. Power system harmonics:
computer modeling and analysis, London, John Wiley and Sons
Ltd.
[3].Agostino Ralph B D’, and Stephens Michael A., Goodness-offit techniques, Marcel Dekker Inc., New York, NY. 2010.
[4]. Allen B. and Rabiner L.R., A unified approach to short time
Fourier analysis and synthesis, IEEE Proc., vol. 65, pp.. 2010.
[5]. Altes R., 2011. Detection estimation and classification with
spectrograms, Journal of the Acoustical Society of America,
vol. 67.
[6]. Angrisani L., Daponte P., Apuzzo M.D’ and Testa A.,. A
measurement method based on the wavelet transform for power
quality Analysis, IEEE Trans. on Power Delivery, vol. 13, pp.
990-998. 2011
[7]. Arrillaga J., Bollen M.H.J. and Waston N.R., a. Power quality
following deregulation, Proc. IEEE., vol. 88, no. 2, pp. 246261.
2012
[8]. Arrillaga J., Watson N.R. and Chen.S., b. Power system quality
assessment, John Wiley and Sons Ltd., London. 2012
[9]. Ashton P.T. and Swift G.W., Measurements of transient
electrical noise on low voltage distribution systems, IEEE
Industry. Applications Society Annual Meeting, vol. 2. 2012.

© 2013 ACEEE
DOI: 01.IJRTET.8.2.541

Shubhra: Has received B.Tech in Electrical and
Electronics Engineering from S.I.T.M, Lucknow,
under Gautam Buddha Technical University, Uttar
Pradesh, India. Presently pursuing M.Tech from
KIIT-University, Bhubaneswar, Odisha, India with
specialisation Power and Energy System. This
paper is prepared under the guidance of Dr. S.M Ali, Professor of
Electrical Engineering, KIIT-University. . She is the life member of
Solar Energy Society of India(SESI).
Pransun Sanki: Has received B.Tech in Electrical
and Electronics Engineering from B.C.E.T,
Durgapur, under WBUT(West bengal University of
Technology) ,India. Presently pursuing M.Tech
from KIIT-University, Bhubaneswar, Odisha, India with specialisation Power and Energy System.
This paper is prepared under the guidance of Dr. S.M Ali, Professor of Electrical Engineering, KIIT-University. He is the life member of Solar Energy Society of India (SESI).

109

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Power Quality Parameters Measurement Techniques

  • 1. Review Paper Int. J. on Recent Trends in Engineering and Technology, Vol. 8, No. 2, Jan 2013 Power Quality Parameters Measurement Techniques Dr. S.M. Ali1,B.K.Prusty2, Punyashree Pattanayak3, Shubhra4, Prasun Sanki5 1:- Professor of Electrical Engineering, 2:-Research Scholar 3,4,5:-1st year M.TECH in Power and Energy System School of Electrical Engineering , KIIT UNIVERSITY, Bhubaneswar, Pin-751024,ODISHA,INDIA Emails- drsma786@gmail.com1, binodprusty@rediffmail.com2, punyashree.tite@gmail.com3, shubhra24srivastava@gmail.com4 , wander.prasun@gmail.com5 has evolved towards globalization and the profit margins of many activities tend to decrease. Abstract: Power quality (PQ) issue has attained considerable attention in the last decade due to large penetration of power electronics based loads and/or microprocessor based controlled loads. On one hand these devices introduce power quality problem and on other hand these mal-operate due to the induced power quality problems. PQ disturbances/events cover a broad frequency range with significantly different magnitude variations and can be non-stationary, thus, accurate techniques are required to identify and classify these events/disturbances. This paper presents a comprehensive overview of different techniques used for PQ events’ classifications, parameters. Various artificial intelligent techniques which are used in PQ event classification are also discussed. Major Key issues and challenges in classifying PQ events are critically examined and outlined. In this paper, the main Power Quality (PQ) problems are presented with their associated causes and consequences. The economic impacts associated with PQ are characterized. Finally, some solutions to mitigate the PQ problems are presented. A. Power Quality Characterization Even the most advanced transmission and distribution systems are not able to provide electrical energy with the desired level of reliability for the proper functioning of the loads in modern society[1]. Even with a 99,99% level there is an equivalent interruption time of 52 minutes per year. The most demanding processes in the modern digital economy need electrical energy with 99.9999999% availability (9-nines reliability) to function properly. Between 1992 and 1997, EPRI carried out a study in the US to characterize the average duration of disturbances[2]. Key words:- Power Quality, disturbances, PQ parameters. I. INTRODUCTION One of the fundamental challenges facing utility and power customer personnel is the need to become familiar with and stay informed about issues dealing with power quality. As the utility industry undergoes restructuring and as customers find their service needs changing with increased use of equipment and processes more susceptible to power system disturbances, power suppliers and customers alike will find a solid background in power quality not only useful, but also necessary for continued productivity and competitiveness. Electrical Power quality is a term which has captured increasing attention in power engineering in the recent years. Even though this subject has always been of interest to power engineers, it has assumed considerable interest in the 1990’s. Electric power quality means different things for different people. Classification of power quality areas may be made according to the source of the problem such as converters, magnetic circuit non linearity, arc furnace or by the wave shape of the signal such as harmonics, flicker or by the frequency spectrum (radio frequency interference). The wave shape phenomena associated with power quality may be characterized into synchronous and non synchronous phenomena. Synchronous phenomena refer to those in synchronism with A.C waveform at power frequency. Along with technology advance, the organization of the worldwide economy © 2013 ACEEE DOI: 01.IJRTET.8.2.541 Fig. 1– Typical distribution of PQ disturbances by its duration for a typical facility in 6 years (1992-97) Fig-2-Comparative studies of various disturbances 92% of PQ disturbances were voltage sags with amplitude drops up to 50% and duration below 2 seconds[3]. B. Measures of Electric Power Quality 1. Total Harmonic Distortion (THD) For a periodic wave, THD is defined as: i = order of harmonics. V(i) = Amplitude of ith harmonic component of voltage 107
  • 2. Review Paper Int. J. on Recent Trends in Engineering and Technology, Vol. 8, No. 2, Jan 2013 Vf (t) = Vf cos (wf t). Vm cos (w0 t) (8) And the total bus voltage is V (t) = Vm Cos (w0 t) + Vf (t) = (1+Vf cos (wf t)) Vm cos (w0 t). (9) The F = Vf/Vm. (10) (1) 2. Telephone Influence Factor (TIF) Wis (weights) reflect the response of human ear. The infinite sum is truncated for practical use. (Say to 5kHz as per ANSI Standard 368). [4]The TIF is usually applied to line currents since the nature of Electromagnetic induction is related to line current amplitude. 3. V.T Product II. POWER QUALITY SOLUTION (2) V.T index is an alternative index which incorporates the information, and in defined below. [5]Wi’s are the TIF weights and (V(i)) are the ith harmonic components of line- to- line voltage V. Fig-3- Steps for power quality solutions A. Grounding & Bonding Integrity Computer based industrial system performance is directly related to the quality of the equipment grounding and bonding. If the grounding and bonding is incorrectly configured, poor system performance is the result.[6] Grounding is one of the most important and misunderstood aspects of the electrical system. It is essential to differentiate the functions of the grounded conductor (neutral) from the equipment grounding system (safety ground). (3) K.V.T = 1000* V.T Similarly I.T is a measure for line currents B. Proper Wiring An overall equipment inspection is crucial to ensure proper wiring within a facility.[7] The entire electrical system should be checked for loose, missing or improper connections at panels, receptacles and equipment. Article 300 of the National Electrical Code cover wiring methods and should be followed to ensure safe and reliable operation. (4) (5) Observe that TIFV. Vrms = V.T TIFI. Iyms = I.T. 4 Distortion Index [DIN] 5 C - Message weights [c] : The c- message weighted index for current i(t). C. Restoring technologies Restoring technologies are used to provide the electric loads with ride through capability in poor PQ environment.[8] (6) Fig-4 Restoring Technologies D. Distributed Generation Distributed Generation (DG) units can be used to provide clean power to critical loads, isolating them from disturbances with origin in the grid.[9] DG units can also be used as backup generators to assure energy supply to critical loads during sustained outages. Additionally DG units can be used for load management purposed to decrease the peak demand. (7) 6 Flicker Factor (F) Vm cos(wf t) may be considered as being modulated by the signal Vf cos(w0t) where Vf is the flicker amplitude. Thus flicker component of bus voltage in © 2013 ACEEE DOI: 01.IJRTET.8.2.541 E. Enhanced Interface Devices Besides energy storage systems and DG, some other devices may be used to solve PQ problems.[10] Using proper 108
  • 3. Review Paper Int. J. on Recent Trends in Engineering and Technology, Vol. 8, No. 2, Jan 2013 interface devices, one can isolate the loads from disturbances deriving from the grid. 1. Voltage compensator Shunt voltage compensator Series voltage compensator [10].Wavelet-based fuzzy reasoning approach to power-quality disturbance recognition IEEE Trans. on Power Delivery, vol. 19, pp. 2011-2012. AUTHORS BIBLIOGRAPHY Dr S M Ali is Associate Professor in Electrical Engineering of KIIT University Bhubaneswar. He received his DSc & Ph.D. in Electrical Engineering from International university, California, USA in 2008 & 2006 respectively. He had done M.Tech from Calcutta University. His area of research in the field of Renewable Energy both Solar & Wind Energy. He had also guided five nos. of Ph. D students in his research area. He has also presented more than 50 papers in different National & International conferences in the field of Renewable Energy apart from around 20 nos of paper also published in National and International journals. He has conducted several nos. of Seminar, Workshop and short term training program for the Faculty members Engineering College, Polytechnic in collaboration with AICTE, ISTE, MHRD DST, & Ministry of Industries, Govt. of India. He is Vice President of Solar Energy Society of India and Secretary of Institution of Engineers (India) , Odisha state centre. Fig-5 Voltage Compensator F. End-use Devices Less Sensitive • Some measures to increase equipment immunity: – Add a capacitor with larger capacity to power supplies; – Use cables with larger neutral conductors; – Derate transformers; – Use of oversized active front-ends. CONCLUSION Binod Kumar Prusty,Sr. Lecturer in Electrical Engineering. Seemanta engineering College,Mayurbhanj, B.E. (EE) in Utkal University, Bhubaneswar. Done M.Tech. (Power System) from NIT, Jamshedpur. Continuing Ph.D., KIIT, University Bhubaneswar . He is the life Member of Solar Energy Society of India (SESI) . Electric power quality, which is a current interest to several power utilities all over the world, is often severely affected by harmonics and transient disturbances. Due to increased use of various power electronic devices in modern power systems, power quality is becoming an important and challenging issue for the power engineers. There is no unique model which can assess the power quality problem and to identify and classify them properly. Punnyashree Pattanayak: Has received B.Tech in Electrical and Electronics Engineering from T.I.T.E, Khurda, Odisha, India, under Biju Pattanaik University of Technology(BPUT). She is presently pursuing M.Tech from KIIT-University, Bhubaneswar, Odisha, India with specialisation Power and Energy System.This paper is prepared under the guidance of Dr. S.M Ali, Professor of Electrical Engineering, KIITUniversity.She is the life member of Solar Energy Society of India(SESI). REFERENCES [1]. Abdel-Galil T.K., Kamel M., Youssef A.M., El-Saadany E.F., and Salama M.M.A. Power quality disturbance classification using the inductive inference approach, IEEE Trans. on Power Delivery, vol. 19, pp. 2000-2004. [2]. Acha E. and Madrial M., 2010. Power system harmonics: computer modeling and analysis, London, John Wiley and Sons Ltd. [3].Agostino Ralph B D’, and Stephens Michael A., Goodness-offit techniques, Marcel Dekker Inc., New York, NY. 2010. [4]. Allen B. and Rabiner L.R., A unified approach to short time Fourier analysis and synthesis, IEEE Proc., vol. 65, pp.. 2010. [5]. Altes R., 2011. Detection estimation and classification with spectrograms, Journal of the Acoustical Society of America, vol. 67. [6]. Angrisani L., Daponte P., Apuzzo M.D’ and Testa A.,. A measurement method based on the wavelet transform for power quality Analysis, IEEE Trans. on Power Delivery, vol. 13, pp. 990-998. 2011 [7]. Arrillaga J., Bollen M.H.J. and Waston N.R., a. Power quality following deregulation, Proc. IEEE., vol. 88, no. 2, pp. 246261. 2012 [8]. Arrillaga J., Watson N.R. and Chen.S., b. Power system quality assessment, John Wiley and Sons Ltd., London. 2012 [9]. Ashton P.T. and Swift G.W., Measurements of transient electrical noise on low voltage distribution systems, IEEE Industry. Applications Society Annual Meeting, vol. 2. 2012. © 2013 ACEEE DOI: 01.IJRTET.8.2.541 Shubhra: Has received B.Tech in Electrical and Electronics Engineering from S.I.T.M, Lucknow, under Gautam Buddha Technical University, Uttar Pradesh, India. Presently pursuing M.Tech from KIIT-University, Bhubaneswar, Odisha, India with specialisation Power and Energy System. This paper is prepared under the guidance of Dr. S.M Ali, Professor of Electrical Engineering, KIIT-University. . She is the life member of Solar Energy Society of India(SESI). Pransun Sanki: Has received B.Tech in Electrical and Electronics Engineering from B.C.E.T, Durgapur, under WBUT(West bengal University of Technology) ,India. Presently pursuing M.Tech from KIIT-University, Bhubaneswar, Odisha, India with specialisation Power and Energy System. This paper is prepared under the guidance of Dr. S.M Ali, Professor of Electrical Engineering, KIIT-University. He is the life member of Solar Energy Society of India (SESI). 109