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Journal ArticleDOI

LED street lighting: A power quality comparison among street light technologies

TL;DR: In this article, the power quality of high-power lighting networks based on LED and high-pressure sodium lamps was investigated using measurements, including harmonic currents in the frequency range up to 150 kHz for all technologies.
Abstract: High-pressure sodium lamps are currently the main lamps used in public lighting. However, the possibility of using high-power light emitting diode (LEDs) for street lighting is growing continuously due to their greater energy efficiency, robustness, long life and light control. The aim of this paper is to study the power quality of high-power lighting networks based on LED and high-pressure sodium lamps. Both electromagnetic and dimmable electronic ballasts, which can dim the lamp output smoothly and uniformly, have been used connected to high-pressure sodium lamps. High-pressure sodium lamps connected to electronic equipment have been tested with different arc power levels using dimming on a 230 V power supply. The study presented in this paper is completely based on measurements, including harmonic currents in the frequency range up to 150 kHz for all the technologies. The main results show a broadband spectrum in LED lamps which confirms other research in fluorescent lamps powered by high-frequency ball...

Summary (2 min read)

1. Introduction

  • The public lighting systems in their cities are a basic and vital service for city councils and other public administrations.
  • On the other hand, a lighting installation is an important consumer of energy that is affected by factors such as regulation and maintenance.
  • At the moment LED lamps are not commonly used in street lighting systems, although recent technology is gradually improving the LED efficiency and color quality in comparison with high-pressure sodium (HPS) lamps, which allows their application in lighting systems.
  • Results of an experimentwithLED lamps and HPS lamps working from electronic and electromagnetic ballasts are shown and explained in Sections 3 to 5.

2. Background

  • The characteristics of the different lamp technologies used in public lighting are summarised in the Table 1.
  • Very low power consumption Increased lamp life (on average up to 30% longer lamp life) Low cost Low installation and maintenance costs Harmonic analysis is a primary aspect of PQ assessment.
  • Another field of interest is the possible interference with PLC (using a frequency range 9–95 kHz) resulting in communication losses.

3. Experiment with LED street lamp

  • Lighting designed for outdoor applications must address multiple issues such as proper light distribution, glare, light pollution, energy usage and lifetime.
  • Measurements have also been made of the harmonic spectrum within the high frequency distortion (from 2 to 150 kHz).
  • After studying this LED street lamp, another LED lamp with high power was also recorded and analysed.

4. Electronic ballasts connected to HPS lamps

  • Electronic ballasts have been promoted as replacements for electromagnetic ballasts for the last decade.
  • Further, the use of electronic ballasts makes it possible to deliver constant power to the lamp during its entire useful life, unlike electromagnetic ballasts where the output power is dependent on lamp impedance variations.
  • In order to have a stable current, the spectrum was measured over 4500 consecutive 30-second intervals.
  • There is another peak around 110 kHz, which could also be related to the switching pattern used.

5. Electromagnetic ballasts connected to HPS lamps

  • Conventional electromagnetic ballasts are equipment commonly used in old fashioned street lighting and consist of a magnetic choke, a starter, and a power factor correction capacitor.
  • The LED lamp draws 0.25 A while the HPS lamp with the electromagnetic ballast draws 0.5 A. Moreover, the THDI from 0 to 2 kHz has been included within the right hand figure.
  • The first remarkable aspect is the high values for harmonic orders up to the 17th, and a decrease in the higher frequencies.

6. Comparison of all experiments

  • The main benefit of reducing the THDI in street lighting lamps occurs because such lamps are always connected in groups, so the total emission can be large.
  • Specifically, the fundamental of the current, total harmonic distortion of the current (THDI), reactive (S) and active (P) power, and the displacement power factor (DPF) have been measured.
  • 710–728 at CADIZ UNIV on April 27, 2015lrt.sagepub.comDownloaded from However, within the frequency range 9– 150kHz, the HPS lamp with the electromagnetic ballast has a lower emission than the one with the electronic ballast, also known as 2013; 45.
  • Also in this frequency range the LED lamp has the lowest emission.

7. Discussion

  • In this paper a harmonic analysis on HPS and LED street lights is presented.
  • To this end, several experiments were carried out, two tests with two LED lamps, and two tests with HPS lamps connected to electromagnetic and electronic ballasts.
  • Even in percentage terms, such LED and HPS lamps have lower emissions.
  • But the pattern is not the same because it changes with higher harmonic orders.
  • Regarding the high-frequency spectrum, two peaks have been observed in these spectra for the LED lamp and the HPS lamp Lighting Res. Technol.

8. Conclusion

  • Various types of lamps used for street lighting have been analysed for their electrical properties using laboratory measurements.
  • The measurements presented in this paper show that the harmonic emission from LED street lamps is less than that from HPS lamps.
  • Replacing HPS lamps with LED lamps will thus not result in an increase in harmonic levels in the grid.
  • In the frequency range above 9 kHz the emission from the electronic ballast is higher than from the electromagnetic ballast.
  • The authors would like to thank the Spanish Ministry of Industry, Tourism and Trade for funding the Project TSI-020100-2010-484 (TASA) which partially supports this work.

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LED street lighting: A power quality
comparison among street light
technologies
A Gil-de-Castro PhD
a
, A Moreno-Munoz PhD
a
, A Larsson
b
, JJG de la Rosa PhD
c
and
MHJ Bollen PhD
b
a
Department of Computer Architecture, Electronics and Electronic Technology,
University of Cordoba, Cordoba, Spain
b
Lulea
˚
University of Technology, Electric Power Engineering, Skelleftea
˚
, Sweden
c
Department of Electronics, University of Ca
´
diz, Algeciras-Ca
´
diz, Spain
Received 14 March 2012; Revised 8 May 2012; Accepted 15 May 2012
High-pressure sodium lamps are currently the main lamps used in public lighting.
However, the possibility of using high-power light emitting diode (LEDs) for street
lighting is growing continuously due to their greater energy efficiency, robust-
ness, long life and light control. The aim of this paper is to study the power quality
of high-power lighting networks based on LED and high-pressure sodium lamps.
Both electromagnetic and dimmable electronic ballasts, which can dim the lamp
output smoothly and uniformly, have been used connected to high-pressure
sodium lamps. High-pressure sodium lamps connected to electronic equipment
have been tested with different arc power levels using dimming on a 230 V power
supply. The study presented in this paper is completely based on measurements,
including harmonic currents in the frequency range up to 150 kHz for all the
technologies. The main results show a broadband spectrum in LED lamps which
confirms other research in Fuorescent lamps powered by high-frequency ballasts.
Results also indicate a decrease in the harmonic value with increasing harmonic
order, and a decrease in the harmonic value at half load (60%) compared with full
load (100%). Although total harmonic distortion of the current is lower with high-
pressure sodium lamps connected to electronic rather than electromagnetic
ballasts, LED lamps achieved the lowest total harmonic distortion of current.
1. Introduction
The public lighting systems in our cities are a
basic and vital service for city councils and
other public administrations. On the one
hand, citizens demand high-quality service
in accordance with our highly developed
society. On the other hand, a lighting instal-
lation is an important consumer of energy
that is affected by factors such as regulation
and maintenance. A recent study carried out
for the European Commission
1
has shown
that between 30% and 50% of electricity used
for lighting could be saved by investing in
energy-efficient lighting systems. In most
cases, such investments are not only profit-
able and sustainable but also improve lighting
quality. The main recommendation
2
is that
streetlights and other forms of outdoor light-
ing should be made more efficient as part of
a comprehensive strategy to reduce CO
2
emissions, this strategy also including cleaner
Address for correspondence: Aurora Gil-de-Castro, Escuela
Politecnia Superior of Cordoba, Leonardo de Vinci Building,
14071 Cordoba, Spain
E-mail: agil@uco.es
Lighting Res. Technol. 2013; 45: 710–728
ß The Chartered Institution of Building Services Engineers 2013 10.1177/1477153512450866
at CADIZ UNIV on April 27, 2015lrt.sagepub.comDownloaded from

options for electricity generation, reduced
vehicle emissions, more energy efficient build-
ings, and smart electric meters combined with
smart appliances which shift electricity use
from peak to off-peak periods. Sustainable
lighting technology should meet at least
three criteria: (i) high efficiency or energy
saving, (ii) long product lifetime and (iii)
recyclability.
2
A suitable selection of the lamp type
is important. The majority of light sources
used in public lighting are high-intensity
discharge lamps; but light emitting diode
(LED) lamps are being presented as a more
energy-efficient alternative. This is due to the
fact that LED lamps, unlike conventional
light sources, make a direct transfer of elec-
trical energy into light and are being strongly
promoted. As an example, the U.S.
Department of Energy acts as a catalyst
to drive R&D breakthroughs in efficiency
and performance, and to equip buyers to
successfully apply solid state lighting.
3
At the
moment LED lamps are not commonly used
in street lighting systems, although recent
technology is gradually improving the LED
efficiency and color quality in comparison
with high-pressure sodium (HPS) lamps,
which allows their application in lighting
systems. Little power quality research has
been carried out on this technology; moreover
it is mainly focused on low power LEDs
4–6
and not on high-power LED street lights.
The minimum acceptable requirements
for lighting controls are that they provide
enough light for the users and reduce lighting
levels without compromising users’ satisfac-
tion and productivity. Therefore, by having
a good understanding of the lamps, ballasts,
luminaires and control options available
today, lighting can be produced that is
energy efficient, cost effective and of better
quality.
7
Results
8
show that it is important
to encourage the installation of smart dim-
mable electronic ballasts. As well as receiving
switching and dimming commands from a
streetlight segment controller such an instal-
lation can also be used to auto-detect lamp
and electrical failures.
To sum up, the following measures are
recommended for decreasing the cost of
public lighting
9
: Reduction of the luminance
level (dimming) during hours with reduced
traffic density. This will reduce electrical
energy consumption, which in turn will
lead to a cost reduction. Making the street
classification compliant with international
standards and establishing the light technical
parameters based on this classification.
Setting a special price for the electric energy
used by public lighting, due to the consump-
tion during the night. Installing a street
lighting control system which makes it pos-
sible to minimise maintenance expenses by
better managing the replacement of failed
lamps through knowing their location in
addition to the age of each lamp. This last
proposal implies the introduction of a wireless
control system,
10
which has advantages over
other systems based on power line communi-
cation (PLC) protocols. Upgrading street
lighting using lighting equipment with low
radio frequency emissions, not only within the
low but also within the high frequency range,
can improve the power quality in the whole
system, avoid malfunction of electronic
equipment and allow the working of PLC,
and save costs.
The reminder of this paper is organised as
follows: Section 2 outlines the background to the
paper. Results of an experiment with LED lamps
and HPS lamps working from electronic
and electromagnetic ballasts are shown and
explained in Sections 3 to 5. Later Section 6
compares the results obtained in th e experiments.
Finally Section 7 offers some conclusions.
2. Background
The characteristics of the different lamp
technologies used in public lighting are
summarised in the Table 1.
Power quality of street light technologies 711
Lighting Res. Technol. 2013; 45: 710–728
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A number of compatibility problems have
occurred in the field of lighting as a result of
installing electronic ballasts in energy-saving
lamps in general without understanding how
to avoid such problems. Examples of the
problems include
11
early failure of ballasts
and lamps and malfunctions of energy man-
agement systems, centralised clock systems,
infrared-based remote controls and personal
electronic devices such as a hearing aids,
among others.
Lighting also affects the power quality
(PQ) of the electrical distribution system.
PQ is concerned with deviations of the
voltage or current from the ideal single-
frequency sine wave of constant amplitude
and frequency. A consistent set of definitions
can be found in Moreno-Mun
˜
oz.
12
Poor
PQ is a concern because it wastes energy,
reduces electrical capacity, and can harm
equipment and the electrical distribution
system itself. PQ deterioration is due to
transient disturbances (voltage sags, voltage
swells, impulses, etc.) and steady state dis-
turbances (harmonic distortion, unbalance,
flicker). This paper is focused on the latter,
and, specifically, on harmonic distortion.
13
The study presented in this paper is com-
pletely based on measurements. It follows
other studies,
14,15
which present work on
harmonics due to street lighting using both
electromagnetic and electronic ballasts. Those
ballasts were used connected to up to three
lamps. The experimental results presented
here include the introduction of the LED
lamp within that harmonic study.
The main objective must be to provide
guidelines for minimising any PQ impacts
resulting from the application of energy-
saving technologies with regards to lighting.
The primary focus of this paper is both LED
and HPS lamps for street lighting. Energy
saving is often used as one of the selling
features for these devices and customers need
Table 1 Main characteristics of lamp technologies
LED lamp HPS lamp and electronic ballast HPS and electromagnetic ballast
Long operating life (50 000 hours
life with 70–80% lumen
maintenance)
Long lifetime (from 40 000 to
60 000 hours)
Long lifetime (430 years at 1058C)
Very low power consumption Increased lamp life (on average up
to 30% longer lamp life)
Low cost
Low installation and maintenance
costs
No flickering effect Suitable for extreme weather conditions
(humidity, temperature variation, lightning)
Harmonised illumination Dimmable Recyclable materials (magnetic chokes are
recyclable)
High efficiency High efficiency (up to 15% savings) Self-recovery feature (when the ac mains
voltage recovers after a disturbance)
Dimming possibilities Non audible noise Very low maintenance costs
Contain no hazardous materials Low weight Not dimmable
Low temperature and function well
in cold temperatures
Energy saving (up to 13%) Not energy saving
Good vibration resistant
characteristics
Relatively expensive Flickering effect
Quick start and re-start (do not
need to firstly cool the system as
with HID)
Not environmentally friendly No constant light output
Low glare and strobe-free
Free from ultraviolet or IR
Possible use with renewable
energies
712 A Gil-de-Castro et al.
Lighting Res. Technol. 2013; 45: 710–728
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to have a clear understanding of the energy-
saving potential of these technologies.
Harmonic analysis is a primary aspect of
PQ assessment. With the widespread use of
power electronics equipment and nonlinear
loads in industrial, residential and commercial
office buildings, the modelling of harmonic
sources has become an essential part of
harmonic analysis.
16
This paper focuses
on the harmonic analysis of existing lamps
but also the lamp of the future, the LED
lamp.
As is well known upgrading to lighting
equipment with low emissions (high power
factor and low harmonic distortion) can
improve the power quality of the electrical
system. Furthermore, upgrading with higher
efficiency and higher power factor lighting
equipment can also free up valuable electrical
capacity. This benefit alone may justify the
cost of a lighting upgrade.
Another field of interest is the possible
interference with PLC (using a frequency
range 9–95 kHz) resulting in communication
losses. Two studies
17,18
distinguised five
different types of interactions between com-
munication and end-user equipment. One
interaction is due to the emission by end-
user equipment, but the most important is
due to the low impedance created by end-user
equipment. They will all cause the communi-
cation system not to work.
3. Experiment with LED street lamp
Lighting designed for outdoor applications
must address multiple issues such as proper
light distribution, glare, light pollution,
energy usage and lifetime. Although it is not
widely used in street lighting, there are many
advantages from the use of LED lamps such
as very low power consumption, and high
efficiency (124 lm/W in 2010
19
), among
others. On the other hand, some drawbacks
include the need for effective cooling, and the
most determining aspect, the price, although
this is becoming less.
In this section, an experiment including
LED street lights has been developed.
The experiment has involved the individual
monitoring of two different LED lamps. The
current taken by the lamps was measured
using a Dranetz PX5 power-quality monitor
in order to obtain 1-second values for all the
typical power-quality parameters as well as
a 200 ms waveform of the voltage and
current every minute with a sampling fre-
quency equal to 12.8 kS/s. The measurement
was carried out in day time to avoid disturb-
ing the night traffic. Switch-on and switch-off
processes were forced and the parameters of
the lamps were registered during steady state
and warm up.
The first street light monitored was a
Thorn lamp, with an active power of 25 W,
and according to our measurements other
values are 6.8% total harmonic distortion of
the current (THDI) and a displacement power
factor (DPF) of 0.96. First, regarding the
active power, the lamp was monitored over 30
minutes but it was not stable within that time.
In fact, the active power is decreasing over
time. The variation is relatively low (2.6%),
but even after 30 minutes, the lamp did not
achieve stabilisation of the active power. This
can be explained by the dependence of the
LED on temperature.
20
The forward voltage
drops with temperature which leads to a
decrease in the power. Also, the variation of
the temperature of the aluminium base and
fin with operating time was recorded. Even
after about 3 hours the temperature was still
increasing.
21
This fact could be the reason for
the decreasing tendency in the LED active
power.
Second, both the voltage and current
waveforms of the LED street light lamp are
represented in Figure 1. The almost pure
sinusoidal waveform of the current can be
seen but there are also some spikes around the
zero-crossing.
Power quality of street light technologies 713
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Later on, in order to study the distortion in
this technology, the odd harmonic spectrum
of the current up to 2500 Hz was measured.
The result is shown in Figure 2. The harmonic
groups, as defined in IEC 61000-4-7,
22
have
been calculated for each of the 60 basic
measurement windows of 200 ms duration,
obtained at 30-second intervals. Shown in
7
6
5
4
3
2
1
0
7
6
5
4
3
2
1
0
3 7 11 15 19 23 27 31 35 39 43 47
THD
Harmonic order
Current (mA)
Current (%FND)
7 11151923273135394347
Figure 2 Harmonic current spectrum from a LED street light lamp in milliaamps and percentage of fundamental
400
200
0
–200
Voltage (V)
Current (A)
–400
20 40
Time (ms)
60 80
0.2
0.1
0
–0.1
–0.2
Figure 1 Current (solid) and voltage (dash-dot) waveforms for a LED street light lamp
714 A Gil-de-Castro et al.
Lighting Res. Technol. 2013; 45: 710–728
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Cites background from "LED street lighting: A power qualit..."

  • ...Even though LED streetlight has higher initial cost, it has a longer lifespan which makes the maintenance cost cheaper over the time compared to HPS streetlight [4]....

    [...]

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Abstract: In this paper, an energy efficient streetlight for pedestrian roads is introduced. Energy efficiency is achieved via up-to-date light-emitting diode (LED) technology and added intelligence utilising integrated sensors and wireless control. Thermal and electrical design of the luminaire contributed to good technical functionality. The performance of the luminaire was validated with testing. The luminaire was compared with commercial lamp and LED-based street lighting technology by technical values and user acceptance. Energy savings of 19–44% through improved luminous efficacy was demonstrated without added intelligence. With smart control further power saving potential of 40–60% was shown depending on the lighting environment and pedestrian presence. User feedback of a pilot installation comparing commercial luminaires with the newly developed streetlight revealed that on average the users preferred the developed streetlight over the commercial luminaires.

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Journal ArticleDOI
29 Jan 2015-Energies
TL;DR: In this article, a study has been done to analyze the different devices which influence energy consumption with the intention of better understanding their behavior and performance, including lamps, ballasts, street lamp globes, control systems and dimmable lighting systems.
Abstract: Street lighting has a big impact on the energy consumption of Spanish municipalities. To decrease this consumption, the Spanish government has developed two different regulations to improve energy savings and efficiency, and consequently, reduce greenhouse-effect gas emissions. However, after these efforts, they have not obtained the expected results. To improve the effectiveness of these regulations and therefore to optimize energy consumption, a study has been done to analyze the different devices which influence energy consumption with the intention of better understanding their behavior and performance. The devices analyzed were lamps, ballasts, street lamp globes, control systems and dimmable lighting systems. To improve their performance, they have been analyzed from three points of view: changes in technology, use patterns and standards. Thanks to this study, some aspects have been found that could be taken into account if we really wanted to use energy efficiently.

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References
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Book
01 Jan 2006
TL;DR: In this article, the authors present an overview of machine learning methods for event classification of power system events and their application in the context of power quality measurement and power quality metrics, such as voltage variation, frequency domain analysis and signal transformation.
Abstract: PREFACE. ACKNOWLEDGMENTS. 1 INTRODUCTION. 1.1 Modern View of Power Systems. 1.2 Power Quality. 1.3 Signal Processing and Power Quality. 1.4 Electromagnetic Compatibility Standards. 1.5 Overview of Power Quality Standards. 1.6 Compatibility Between Equipment and Supply. 1.7 Distributed Generation. 1.8 Conclusions. 1.9 About This Book. 2 ORIGIN OF POWER QUALITY VARIATIONS. 2.1 Voltage Frequency Variations. 2.2 Voltage Magnitude Variations. 2.3 Voltage Unbalance. 2.4 Voltage Fluctuations and Light Flicker. 2.5 Waveform Distortion. 2.6 Summary and Conclusions. 3 PROCESSING OF STATIONARY SIGNALS. 3.1 Overview of Methods. 3.2 Parameters That Characterize Variations. 3.3 Power Quality Indices. 3.4 Frequency-Domain Analysis and Signal Transformation. 3.5 Estimation of Harmonics and Interharmonics. 3.6 Estimation of Broadband Spectrum. 3.7 Summary and Conclusions. 3.8 Further Reading. 4 PROCESSING OF NONSTATIONARY SIGNALS. 4.1 Overview of Some Nonstationary Power Quality Data Analysis Methods. 4.2 Discrete STFT for Analyzing Time-Evolving Signal Components. 4.3 Discrete Wavelet Transforms for Time-Scale Analysis of Disturbances. 4.4 Block-Based Modeling. 4.5 Models Directly Applicable to Nonstationary Data. 4.6 Summary and Conclusion. 4.7 Further Reading. 5 STATISTICS OF VARIATIONS. 5.1 From Features to System Indices. 5.2 Time Aggregation. 5.3 Characteristics Versus Time. 5.4 Site Indices. 5.5 System Indices. 5.6 Power Quality Objectives. 5.7 Summary and Conclusions. 6 ORIGIN OF POWER QUALITY EVENTS. 6.1 Interruptions. 6.2 Voltage Dips. 6.3 Transients. 6.4 Summary and Conclusions. 7 TRIGGERING AND SEGMENTATION. 7.1 Overview of Existing Methods. 7.2 Basic Concepts of Triggering and Segmentation. 7.3 Triggering Methods. 7.4 Segmentation. 7.5 Summary and Conclusions. 8 CHARACTERIZATION OF POWER QUALITY EVENTS. 8.1 Voltage Magnitude Versus Time. 8.2 Phase Angle Versus Time. 8.3 Three-Phase Characteristics Versus Time. 8.4 Distortion During Event. 8.5 Single-Event Indices: Interruptions. 8.6 Single-Event Indices: Voltage Dips. 8.7 Single-Event Indices: Voltage Swells. 8.8 Single-Event Indices Based on Three-Phase Characteristics. 8.9 Additional Information from Dips and Interruptions. 8.10 Transients. 8.11 Summary and Conclusions. 9 EVENT CLASSIFICATION. 9.1 Overview of Machine Data Learning Methods for Event Classification. 9.2 Typical Steps Used in Classification System. 9.3 Learning Machines Using Linear Discriminants. 9.4 Learning and Classification Using Probability Distributions. 9.5 Learning and Classification Using Artificial Neural Networks. 9.6 Learning and Classification Using Support Vector Machines. 9.7 Rule-Based Expert Systems for Classification of Power System Events. 9.8 Summary and Conclusions. 10 EVENT STATISTICS. 10.1 Interruptions. 10.2 Voltage Dips: Site Indices. 10.3 Voltage Dips: Time Aggregation. 10.4 Voltage Dips: System Indices. 10.5 Summary and Conclusions. 11 CONCLUSIONS. 11.1 Events and Variations. 11.2 Power Quality Variations. 11.3 Power Quality Events. 11.4 Itemization of Power Quality. 11.5 Signal-Processing Needs. APPENDIX A IEC STANDARDS ON POWER QUALITY. APPENDIX B IEEE STANDARDS ON POWER QUALITY. BIBLIOGRAPHY. INDEX.

884 citations

Book
01 Jan 2012
TL;DR: In this article, the authors present a joint time-frequency analysis of the electrical signal measurement and analysis of voltage events and present an approach to reduce the voltage perturbation in power line conditioners.
Abstract: Introduction Power Quality Monitoring Joint Time-frequency Analysis of the Electrical Signal Measurement and Analysis of Voltage Events Transient Mitigation Methods on ASDs Modern Arrangement to Reduction of Voltage Perturbations Static Shunt PE Voltage Quality Controllers Static Series and Shunt-series PE Voltage Quality Controllers Active Power Line Conditioners Distributed Generation Electronic Load and Power Quality Power Quality Factor for Electrical Networks IEC 61850 and Power Quality Monitoring and Recording

287 citations

Journal ArticleDOI
TL;DR: In this article, different methods to describe voltage and current distortion in the frequency range 2 to 150 kHz were presented, where the time-frequency domain was shown to give additional information next to the time and frequency-domain representations.
Abstract: This paper presents different methods to describe voltage and current distortion in the frequency range 2 to 150 kHz. The time-frequency domain was shown to give additional information next to the time- and frequency-domain representations. Measurements of different devices and at different locations showed remnants of the switching frequency of the power electronics as well as lower frequency oscillations around the current zero crossing to be present in voltage and current. The voltage distortion is shown to vary a lot during the day and between locations.

113 citations

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TL;DR: In this paper, the authors discuss some of the electromagnetic compatibility issues concerning the use of power lines for communication and conclude that the creation of a low-impedance path by end-user equipment is the main cause of interference.
Abstract: This paper discusses some of the electromagnetic-compatibility issues concerning the use of power lines for communication. Based on a series of measurements performed in a laboratory environment and in the field, five different types of interactions between communication and end-user equipment are distinguished. Measurement examples are shown for several of these types. It is concluded that the creation of a low-impedance path by end-user equipment is the main cause of interference.

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Book
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Frequently Asked Questions (13)
Q1. What are the contributions in "Led street lighting: a power quality comparison among street light technologies" ?

The aim of this paper is to study the power quality of high-power lighting networks based on LED and high-pressure sodium lamps. The study presented in this paper is completely based on measurements, including harmonic currents in the frequency range up to 150 kHz for all the technologies. 

It is therefore important to perform regular measurements of the harmonic emission of LED street lamps so as to prevent power quality problems in the future. 

Lighting designed for outdoor applications must address multiple issues such as proper light distribution, glare, light pollution, energy usage and lifetime. 

To sum up, some advantages of dimmable electronic ballasts are their energy savings (up to 50%), wider dimming range through wired or wireless central dimming control, and their robustness and reliability. 

Regarding the high-frequency spectrum, the highest current peak is reached by electronic and electromagnetic ballasts connected to HPS lamps, being 3mA (around 1% of FND) for the electronic ballast and 6mA for the electromagnetic ballast (2% of the FND). 

The first street light monitored was a Thorn lamp, with an active power of 25W, and according to their measurements other values are 6.8% total harmonic distortion of the current (THDI) and a displacement power factor (DPF) of 0.96. 

The main benefit of reducing the THDI in street lighting lamps occurs because such lamps are always connected in groups, so the total emission can be large. 

As an example, the U.S. Department of Energy acts as a catalyst to drive R&D breakthroughs in efficiency and performance, and to equip buyers to successfully apply solid state lighting. 

One interaction is due to the emission by enduser equipment, but the most important is due to the low impedance created by end-user equipment. 

Although it is not widely used in street lighting, there are many advantages from the use of LED lamps such as very low power consumption, and high efficiency (124 lm/W in 201019), among others. 

From this the authors can conclude that in the LED lamps, the peak around 40 kHz is also due to the switching frequency of the active power factor correction circuit. 

The trend followed by the two spectra from the HPS lamp with the electronic ballast and the LED lamp both show a peak (one around 2.8 kHz and the other around 6.1 kHz), whereas the trend of the HPS lamp with the electromagnetic ballast shows a decreasing tendency. 

It is possible to see that after 4 minutes the lamp appears to be stable in Watts (Figure 10), but if the authors remove the four first minutes, a decreasing tendency also appears.