SlideShare a Scribd company logo
1 of 6
Download to read offline
International Journal of Research in Engineering and Science (IJRES)
ISSN (Online): 2320-9364, ISSN (Print): 2320-9356
www.ijres.org Volume 5 Issue 5 ǁ May. 2017 ǁ PP. 36-41
www.ijres.org 36 | Page
Research on Power Quality Real-Time Monitoring System For
High Voltage Switch Gear
Ni Shou-Bin,Cheng Wu-Shan,Min Li,Zhang Ke-Ping
(College Of Mechanical Engineering, Shanghai University Of Engineering Science, Shanghai ,China)
ABSTRACT: As an important equipment of high voltage switch cabinet distribution plays a key role in the
power system of power generation, transmission and distribution of electricity, and monitoring the operation of
electrical parameters, based on virtual instrument technology, make full use of the data processing, data analysis,
data expression and network function and other advantages, build a set based on the LabVIEW real-time power
quality monitoring system innovatively applied in high-voltage switch cabinet. Through building a power
quality monitoring platform based on high voltage switchgear in the laboratory, the accuracy of the system
measurement is verified. The experimental results show that the design of power quality real-time monitoring
system has good performance, high accuracy, friendly interface, and has a good market prospect.
Keywords: high voltage switchgear, power quality, LabVIEW, real-time monitoring
I. INTRODUCTION
High voltage switchgear is an important device for distribution of electric energy in the power supply
system in power system, power generation, transmission and distribution, electric power lines in the process of
commitment on and off system, fault protection, power parameter data monitoring function of [1], widely used
in power supply and distribution system. High voltage switch cabinet as connected to the power supply terminal
and a center hub terminal, power quality real-time monitoring of the power quality index, obtaining key
parameters, one can evaluate the operation level of power grid level, on the other hand can cause the entire
power grid problems and solutions provide the basis, and can be real-time master the running status of electrical
equipment, so as to find the hidden danger of the equipment timely, make preventive measures to reduce losses.
1 software development platform based on LabVIEW
In the control system, to obtain the original signal through the data acquisition hardware, and then use
the PC software to complete data processing, analysis and results show that the construction of measurement
instrument based on PC mode is called virtual instrument. The core of virtual instrument, which is a new
concept measuring instrument, has great advantages in its application software, and the use of software platform
to complete data processing and build visual interface. In the virtual instrument, we can change the software
system without changing the hardware system, and then we can change the software programming content
according to the user's request, and then we can get the measuring instrument with different functions. Therefore,
the key of the virtual instrument is software, and the measurement and control function of the instrument is
mainly realized by software.
the virtual instrument can complete various test applications. Virtual instruments have the following advantages:
(1).Development cost is low, cycle is short;
(2).User defined measurement and control function, flexible configuration, to meet the changing functional
requirements;
(3).Upgrade the measurement and control capability and level of the system conveniently;
(4).Easy to interconnect with other devices.
The virtual instrument platform of this system is using national instruments NI LabVIEW graphical
programming language and development environment, the use of LabVIEW to create icons instead of a text line
application, programming style is simple and direct, continuous improvement, update and improvement, has
unique advantages in data processing and analysis, data expression and network function etc. Full use of virtual
instrument technology, anti-interference ability, flexibility and scalability, low cost, cost-effective, user-friendly
interface, etc., to build a PC based power quality monitoring system. Especially when the system requirements
have changed, or when the system will be used in different environments, just need to make some necessary
software modifications and additions can meet the functional requirements of the system.
II. SOFTWARE ARCHITECTURE
The data acquisition module, data processing and analysis module and real-time display module three
parts including power quality parameters monitoring system, data acquisition is completed by the traditional
hardware, different data analysis and display module is implemented by computer software. For the study on the
Research On Power Quality Real-Time Monitoring System For High Voltage Switch Gear
www.ijres.org 37 | Page
power quality parameters monitoring system, the software is the core part of the hardware, as long as the
monitoring points of voltage and current signal transmission through the sensor, signal conditioning and
embedded data acquisition conversion digital signal transmission to the computer software on the platform, you
can use the virtual instrument LabVIEW to complete the processing and analysis of electric energy the quality
parameters, data storage and display results.
The design of virtual instrument of power quality parameters monitoring and analysis system based on
the power quality parameters monitoring functions include: voltammetric measurements, frequency
measurement, power measurement, three-phase unbalance measurement, harmonic measurement, flicker
measurement and capture transient events, and complete data storage, query, print statements, remote history
access and other functions.The architecture of the system software is shown in figure 3-1.
Parameter Setting
Acquisition of Signal
Data Processing
and Analyzing
Data
Administration
Power
Indicator
Data Storage
Historical
Data Inquiry
Data
Communication
Access VPN
Power
Quality
Information
Fig.3-1 The system software architecture
System software implementation part includes three parts:
(1).Data processing and analysis mainly include real-time waveform display, basic parameter measurement
calculation, three-phase unbalanced calculation, harmonic calculation and analysis, voltage fluctuation and
flicker measurement, transient disturbance capture, and so on;
(2).Data management mainly completes waveform data recording, power index data storage, historical data
inquiry, report form printing and so on;
(3).data communication, mainly to complete the power quality information release and user remote access
function, through the network to achieve server-side data and client data services and sharing.
III. IMPLEMENTATION OF THE SOFTWARE PART
3.1 Design of serial communication module
The serial communication module is used to transmit the raw data of the signal source of the monitoring
system, which is very important to the software of the monitoring system. This system uses LabVIEW serial
communication VI to complete the data transmission, as shown in figure 3-1.
Fig.3-1 The serial port communication VI of LabVIEW
Research On Power Quality Real-Time Monitoring System For High Voltage Switch Gear
www.ijres.org 38 | Page
Complete the serial communication program for data transmission, as shown in Figure 3-2, and encapsulate it as
a subroutine.
Fig.3-2 Data serial communication subroutine
(1) Call the "VISA configuration serial port" function module to complete the serial initialization configuration,
that is to complete the establishment of related parameters, including the serial port resource name, baud rate,
data bits, stop bits, parity bits, etc.;
(2) After completion of initialization, use this serial port to receive data. Through the "VISA write" function
module to send data, through the "VISA read" function module to read data. Among them, the VISA read
operation will wait until the data bytes in the buffer reach the data bytes required in the current serial receive
buffer to begin receiving data.
(3) After the use of the serial port, use the "VISA shutdown" function to end the communication with the current
serial port, releasing all the resources occupied during the execution of the task.
Gather
waveform
data
Anti aliasing
filter
Written to the
database
frequency
spectrum
FFT
Calculate
Total
Harmonic
Distortion
Hanning
window
sampling
end?
EXIT System
Calculated
the harmonic
amplitude
N
Y
Start
Fig.3-3 The flow chart of harmonic analysis
The module of harmonic calculation and analysis: first, the acquired waveform data are filtered by
anti-aliasing filtering, and then FFT is added to the window to obtain the amplitude of fundamental wave and
the amplitude of each harmonic, and the total harmonic distortion THD is calculated. Finally, the basic wave
amplitude and the rate of each harmonic are written into the database for users to query data.
Research On Power Quality Real-Time Monitoring System For High Voltage Switch Gear
www.ijres.org 39 | Page
3.2 Design of flicker measurement module
At present, flicker measurement is the most widely used method, or flicker detection method
recommended by IEC. First, extract the fluctuation signal through the square demodulation method, the input
signal is square after 0.05 ~ 35Hz band frequency pass filter to filter the DC component and higher than 35Hz,
the amplitude modulation and demodulation from power frequency voltage signal. Then, the instantaneous sense
signal p (T) is obtained after the weighted filtering, square and smoothing weighted filtering of the center
frequency of 8.8Hz. Finally, the horizontal hierarchical state time method, that is, the cumulative probability
function (CPF) curve, is used to do the progressive hierarchical processing of the signal. According to the flicker
calculation method, the CPF curve obtained by short flicker Pst, long flicker value Plt (2H detection time) can
be obtained by n Pst and then the cube root. The program flow chart of the IEC flicker measuring instrument is
shown in figure 4-4.
① The transfer function of the first order high pass filter at cutoff frequency 0.05Hz is:


/1
/
)(H
s
s
s

 (4-1)
In which, =2π×0.05。
②The cutoff frequency 35Hz low-pass filter selects the 6 order Butterworth filter, whose transfer function is:
1
6
1i
])/(1[)(H 

 i
i sbs  (4-2)
In which, =2π×35, 1b =3.864, 2b =7.464, 3b =9.141, 4b =7.464, 5b =3.864, 6b =1.0。
③A sensitivity weighted filter of central frequency 8.8Hz is constructed based on the sensitivity coefficient
frequency characteristic, and the transfer function is as follows:
)/1)(/1(
/1
2
)(K
43
2
2
1
2
1




ss
s
ss
sk
s





(4-3)
In which, K =1.74082,  =2π×4.05981, 1 =2π×9.15494, 2 =2π×2.27979, 3 =2π×1.22535,
4 =2π×21.90。
④The smoothing filter selects the first order low-pass filter, the cutoff frequency is 0.53Hz, and the transfer
function is:
s3.01
1
)(H

s (4-4)
IV. EXPERIMENTAL VERIFICATION AND RESULT ANALYSIS
4.1 Experimental verification scheme
In order to verify the accuracy of measurement results of the system, we choose the Fluck Corporation
Fluke 437 power quality analyzer as compared with the measured value of instruments, as the actual reference
value, the high performance of the instrument, its technical parameters are as follows: the effective value of
voltage measurement accuracy is 0.1%; the current effective value measurement accuracy + 0.5% the frequency
measurement accuracy of 0.01Hz;; power factor measurement accuracy + 0.1%; unbalanced voltage
measurement accuracy of + 0.1%, unbalanced current measurement accuracy of 1%; 1 to 50 harmonic
measurement, harmonic voltage and current measurement accuracy of + 0.1%; flicker measurement accuracy +
5%. Therefore, it can be considered that the data measured by Fluke 437 is accurate and effective, and the
accuracy and reliability of the system are verified by comparing with its measurement results. Therefore, set up
the experimental system as shown in Figure 4-1, compare the measurement results of this system and Fluke 437.
Research On Power Quality Real-Time Monitoring System For High Voltage Switch Gear
www.ijres.org 40 | Page
A B C N
Power supply
system
Power quality
analysis
Power quality
analysis
disconnect
ing switch
Grid simulation generator
(Voltage、frequency
changeable)
High voltage switch
cabinet
RLC Load ark
(load characteristics
changeable)
Fluke
437
This
system
Fig.4-1The diagram of experimental system
During the experiment, the power grid voltage generator simulation simulation, the high voltage switch
cabinet RLC load applied to the cabinet, then change the voltage amplitude, frequency of the power system
simulator, and adjust the load cabinet in the resistive, inductive and capacitive properties of three kinds of load,
constant modification for electrical properties and load properties by repeated experiments. High voltage switch
cabinet as the experimental platform as monitoring points, the use of Fluke 437 and the simultaneous monitoring
of its power quality, obtain comparative data, analysis of experimental results and conclusions。
(a)Fluke 437 power quality analyzer (b) Grid simulation generator
Fig.4-2 Experimental instruments
Research On Power Quality Real-Time Monitoring System For High Voltage Switch Gear
www.ijres.org 41 | Page
(a) Load cabinet (b) High voltage switch cabinet
Fig.4-3 Experimental cabinets
Among them, the 437 type power quality analyzer physical map and the grid simulation generator as
shown in Figure 4-2, RLC load cabinet and high voltage switch cabinet as shown in Figure 4-3.
4.2 Experimental verification scheme
In the design of the system interface, taking into account the monitoring system of power quality
parameters more content, so in order to make the measurement more beautiful and friendly interface,
user-friendly, using LabVIEW user controls Tab classification of power quality parameter data and charts, the
power quality information visually displayed to the user. The results show that the system has high measurement
accuracy, can achieve the national standard "General requirements" of power quality monitoring equipment for
the performance requirements, the system can be applied to the actual power quality monitoring.
REFERENCES
[1]. Ming Zhang, Kaicheng Li, Yisheng Hu. A real-time classification method of power quality
disturbances[J]. Electric Power Systems Research, 2011,81(2),660-666.
[2]. Tsai-Hsiang Chen, Cheng-Han Yang, Nien-Che Yang.Examination of the definitions of voltage
unbalance[J]. International Journal of Electrical Power & Energy Systems, 2013, 49:380-385.
[3]. Diogo C. Garcia, Anesio L.F. Filho, Marco A.G. Oliveira.Voltage unbalance numerical evaluation and
minimization[J].Electric Power Systems Research, 2009,79(10):1441-1445.
[4]. J.C. Hernandez, M.J. Ortega, J. De la Cruz, D. Vera. Guidelines for the technical assessment of
harmonic, flicker and unbalance emission limits for PV-distributed generation[J]. Electric Power
Systems Research, 2011,81(7):1247-1257.
[5]. Sanae Rechka, Jianhong Xu, Pierre Sicard.Performance evaluation of harmonics detection methods
applied to harmonics compensation in presence of common power quality problems[J].Mathematics
and Computers in Simulation,2003,63(3):363-375.
[6]. Farhad Shahnia, Arindam Ghosh, Gerard Ledwich. Voltage unbalance improvement in low voltage
residential feeders with rooftop PVs using custom power devices[J]. International Journal of Electrical
Power & Energy Systems, 2014,55:362-377.
[7]. Wen Xinling, Zhao Cheng. Design and Simulation of Voltage Fluctuation Rate Monitor System Based
on Virtual Instrument Technology[J]. Energy Procedia, 2012,17:450-455.
[8]. Aissa Chouder, Santiago Silvestre, Bilal Taghezouit. Monitoring modelling and simulation of PV
systems using LabVIEW[J]. Solar Energy, 2013, (91):337-349.

More Related Content

What's hot

Wide Area Monitoring System WAMS & Applications
Wide Area Monitoring System WAMS & ApplicationsWide Area Monitoring System WAMS & Applications
Wide Area Monitoring System WAMS & ApplicationsPower System Operation
 
Development of Software for Estimation of Structural Dynamic Characteristics ...
Development of Software for Estimation of Structural Dynamic Characteristics ...Development of Software for Estimation of Structural Dynamic Characteristics ...
Development of Software for Estimation of Structural Dynamic Characteristics ...IRJET Journal
 
Intelligent instrumentation and power plant simulators
Intelligent instrumentation and power plant simulatorsIntelligent instrumentation and power plant simulators
Intelligent instrumentation and power plant simulatorsSelvam Sethurathinam
 
Wide Area Monitoring, Protection and Control (WAMPAC) Application in Transmis...
Wide Area Monitoring, Protection and Control (WAMPAC) Application in Transmis...Wide Area Monitoring, Protection and Control (WAMPAC) Application in Transmis...
Wide Area Monitoring, Protection and Control (WAMPAC) Application in Transmis...IRJET Journal
 
Development of a software solution for solar pv power systems sizing and moni...
Development of a software solution for solar pv power systems sizing and moni...Development of a software solution for solar pv power systems sizing and moni...
Development of a software solution for solar pv power systems sizing and moni...simeon Matthew
 
IRJET-Concurrency Control Model for Distributed Database
IRJET-Concurrency Control Model for Distributed DatabaseIRJET-Concurrency Control Model for Distributed Database
IRJET-Concurrency Control Model for Distributed DatabaseIRJET Journal
 
Design and Implementation of High Resolution Data Acquisition System
Design and Implementation of High Resolution Data Acquisition SystemDesign and Implementation of High Resolution Data Acquisition System
Design and Implementation of High Resolution Data Acquisition Systemijsrd.com
 
Fuzzy Logic Method in SCADA to Optimize Network Electric Power Smart Grid
Fuzzy Logic Method in SCADA to Optimize Network Electric Power Smart GridFuzzy Logic Method in SCADA to Optimize Network Electric Power Smart Grid
Fuzzy Logic Method in SCADA to Optimize Network Electric Power Smart GridIJRESJOURNAL
 
IRJET-WSN Based Power Management with Automation and Security
IRJET-WSN Based Power Management with Automation and SecurityIRJET-WSN Based Power Management with Automation and Security
IRJET-WSN Based Power Management with Automation and SecurityIRJET Journal
 
REDUCTION OF MONITORING REGISTERS ON SOFTWARE DEFINED NETWORKS
REDUCTION OF MONITORING REGISTERS ON SOFTWARE DEFINED NETWORKSREDUCTION OF MONITORING REGISTERS ON SOFTWARE DEFINED NETWORKS
REDUCTION OF MONITORING REGISTERS ON SOFTWARE DEFINED NETWORKSijcsit
 
Advance in mechatronics
Advance in mechatronicsAdvance in mechatronics
Advance in mechatronicsBilal Merchant
 
THE PRESSURE SIGNAL CALIBRATION TECHNOLOGY OF THE COMPREHENSIVE TEST SYSTEM
THE PRESSURE SIGNAL CALIBRATION TECHNOLOGY OF THE COMPREHENSIVE TEST SYSTEMTHE PRESSURE SIGNAL CALIBRATION TECHNOLOGY OF THE COMPREHENSIVE TEST SYSTEM
THE PRESSURE SIGNAL CALIBRATION TECHNOLOGY OF THE COMPREHENSIVE TEST SYSTEMieijjournal
 
Machine Learning Algorithms for Anomaly Detection in Particles Accelerators T...
Machine Learning Algorithms for Anomaly Detection in Particles Accelerators T...Machine Learning Algorithms for Anomaly Detection in Particles Accelerators T...
Machine Learning Algorithms for Anomaly Detection in Particles Accelerators T...Deep Learning Italia
 
Scada systems automating electrical distribution
Scada systems automating electrical distributionScada systems automating electrical distribution
Scada systems automating electrical distributionSHUBHAM SAINI
 
Paper id 37201531
Paper id 37201531Paper id 37201531
Paper id 37201531IJRAT
 

What's hot (18)

Transformer
TransformerTransformer
Transformer
 
Wide Area Monitoring System WAMS & Applications
Wide Area Monitoring System WAMS & ApplicationsWide Area Monitoring System WAMS & Applications
Wide Area Monitoring System WAMS & Applications
 
Development of Software for Estimation of Structural Dynamic Characteristics ...
Development of Software for Estimation of Structural Dynamic Characteristics ...Development of Software for Estimation of Structural Dynamic Characteristics ...
Development of Software for Estimation of Structural Dynamic Characteristics ...
 
Intelligent instrumentation and power plant simulators
Intelligent instrumentation and power plant simulatorsIntelligent instrumentation and power plant simulators
Intelligent instrumentation and power plant simulators
 
Wide Area Monitoring, Protection and Control (WAMPAC) Application in Transmis...
Wide Area Monitoring, Protection and Control (WAMPAC) Application in Transmis...Wide Area Monitoring, Protection and Control (WAMPAC) Application in Transmis...
Wide Area Monitoring, Protection and Control (WAMPAC) Application in Transmis...
 
Development of a software solution for solar pv power systems sizing and moni...
Development of a software solution for solar pv power systems sizing and moni...Development of a software solution for solar pv power systems sizing and moni...
Development of a software solution for solar pv power systems sizing and moni...
 
IRJET-Concurrency Control Model for Distributed Database
IRJET-Concurrency Control Model for Distributed DatabaseIRJET-Concurrency Control Model for Distributed Database
IRJET-Concurrency Control Model for Distributed Database
 
Design and Implementation of High Resolution Data Acquisition System
Design and Implementation of High Resolution Data Acquisition SystemDesign and Implementation of High Resolution Data Acquisition System
Design and Implementation of High Resolution Data Acquisition System
 
Fuzzy Logic Method in SCADA to Optimize Network Electric Power Smart Grid
Fuzzy Logic Method in SCADA to Optimize Network Electric Power Smart GridFuzzy Logic Method in SCADA to Optimize Network Electric Power Smart Grid
Fuzzy Logic Method in SCADA to Optimize Network Electric Power Smart Grid
 
IRJET-WSN Based Power Management with Automation and Security
IRJET-WSN Based Power Management with Automation and SecurityIRJET-WSN Based Power Management with Automation and Security
IRJET-WSN Based Power Management with Automation and Security
 
REDUCTION OF MONITORING REGISTERS ON SOFTWARE DEFINED NETWORKS
REDUCTION OF MONITORING REGISTERS ON SOFTWARE DEFINED NETWORKSREDUCTION OF MONITORING REGISTERS ON SOFTWARE DEFINED NETWORKS
REDUCTION OF MONITORING REGISTERS ON SOFTWARE DEFINED NETWORKS
 
Advance in mechatronics
Advance in mechatronicsAdvance in mechatronics
Advance in mechatronics
 
THE PRESSURE SIGNAL CALIBRATION TECHNOLOGY OF THE COMPREHENSIVE TEST SYSTEM
THE PRESSURE SIGNAL CALIBRATION TECHNOLOGY OF THE COMPREHENSIVE TEST SYSTEMTHE PRESSURE SIGNAL CALIBRATION TECHNOLOGY OF THE COMPREHENSIVE TEST SYSTEM
THE PRESSURE SIGNAL CALIBRATION TECHNOLOGY OF THE COMPREHENSIVE TEST SYSTEM
 
TMW09_03F3_proof
TMW09_03F3_proofTMW09_03F3_proof
TMW09_03F3_proof
 
IEC61850 tutorial
IEC61850 tutorialIEC61850 tutorial
IEC61850 tutorial
 
Machine Learning Algorithms for Anomaly Detection in Particles Accelerators T...
Machine Learning Algorithms for Anomaly Detection in Particles Accelerators T...Machine Learning Algorithms for Anomaly Detection in Particles Accelerators T...
Machine Learning Algorithms for Anomaly Detection in Particles Accelerators T...
 
Scada systems automating electrical distribution
Scada systems automating electrical distributionScada systems automating electrical distribution
Scada systems automating electrical distribution
 
Paper id 37201531
Paper id 37201531Paper id 37201531
Paper id 37201531
 

Similar to Research on Power Quality Real-Time Monitoring System For High Voltage Switch Gear

The Design of Multi-Platforms Rail Intelligence Flatness Detection System
The Design of Multi-Platforms Rail Intelligence Flatness Detection SystemThe Design of Multi-Platforms Rail Intelligence Flatness Detection System
The Design of Multi-Platforms Rail Intelligence Flatness Detection SystemIJRESJOURNAL
 
G code based data receiving and control system
G   code based data receiving and control systemG   code based data receiving and control system
G code based data receiving and control systemeSAT Journals
 
Universal tool microscope automatic control research based on Labview
Universal tool microscope automatic control research based on LabviewUniversal tool microscope automatic control research based on Labview
Universal tool microscope automatic control research based on LabviewIJRES Journal
 
Dhiraj power system automation
Dhiraj power system automationDhiraj power system automation
Dhiraj power system automationvision2d16
 
Dhiraj power system automation
Dhiraj power system automationDhiraj power system automation
Dhiraj power system automationvision2d16
 
IRJET-Voice Operated Intelligent Lift
IRJET-Voice Operated Intelligent LiftIRJET-Voice Operated Intelligent Lift
IRJET-Voice Operated Intelligent LiftIRJET Journal
 
Direct Digital Control
Direct Digital ControlDirect Digital Control
Direct Digital ControlIOSR Journals
 
Internship Report (VTOL) (2)
Internship Report (VTOL) (2)Internship Report (VTOL) (2)
Internship Report (VTOL) (2)Rishabh Prakash
 
Converter station water-cooled pump vibration monitoring and condition assess...
Converter station water-cooled pump vibration monitoring and condition assess...Converter station water-cooled pump vibration monitoring and condition assess...
Converter station water-cooled pump vibration monitoring and condition assess...IJRES Journal
 
IRJET- Voice Operated Lift Control System using Microcontroller
IRJET- Voice Operated Lift Control System using MicrocontrollerIRJET- Voice Operated Lift Control System using Microcontroller
IRJET- Voice Operated Lift Control System using MicrocontrollerIRJET Journal
 
IRJET - Hybrid Model of Smart Energy Consumption Monitoring System
IRJET - Hybrid Model of Smart Energy Consumption Monitoring SystemIRJET - Hybrid Model of Smart Energy Consumption Monitoring System
IRJET - Hybrid Model of Smart Energy Consumption Monitoring SystemIRJET Journal
 
Power system automation
Power system automationPower system automation
Power system automationsatyam11
 
Labview based rf characterization and testing of dual mode phase shifter
Labview based rf characterization and testing of dual mode phase shifterLabview based rf characterization and testing of dual mode phase shifter
Labview based rf characterization and testing of dual mode phase shiftereSAT Journals
 
Power Factor Detection and Data Analytics
Power Factor Detection and Data AnalyticsPower Factor Detection and Data Analytics
Power Factor Detection and Data AnalyticsIRJET Journal
 
Design and Implementation of Low Cost Smart Web Sensors for Electric Power Qu...
Design and Implementation of Low Cost Smart Web Sensors for Electric Power Qu...Design and Implementation of Low Cost Smart Web Sensors for Electric Power Qu...
Design and Implementation of Low Cost Smart Web Sensors for Electric Power Qu...IJTET Journal
 
Scada Based Online Circuit Breaker Monitoring System
Scada Based Online Circuit Breaker Monitoring SystemScada Based Online Circuit Breaker Monitoring System
Scada Based Online Circuit Breaker Monitoring SystemIOSR Journals
 

Similar to Research on Power Quality Real-Time Monitoring System For High Voltage Switch Gear (20)

The Design of Multi-Platforms Rail Intelligence Flatness Detection System
The Design of Multi-Platforms Rail Intelligence Flatness Detection SystemThe Design of Multi-Platforms Rail Intelligence Flatness Detection System
The Design of Multi-Platforms Rail Intelligence Flatness Detection System
 
G code based data receiving and control system
G   code based data receiving and control systemG   code based data receiving and control system
G code based data receiving and control system
 
29
2929
29
 
Universal tool microscope automatic control research based on Labview
Universal tool microscope automatic control research based on LabviewUniversal tool microscope automatic control research based on Labview
Universal tool microscope automatic control research based on Labview
 
Dhiraj power system automation
Dhiraj power system automationDhiraj power system automation
Dhiraj power system automation
 
Dhiraj power system automation
Dhiraj power system automationDhiraj power system automation
Dhiraj power system automation
 
IRJET-Voice Operated Intelligent Lift
IRJET-Voice Operated Intelligent LiftIRJET-Voice Operated Intelligent Lift
IRJET-Voice Operated Intelligent Lift
 
Direct Digital Control
Direct Digital ControlDirect Digital Control
Direct Digital Control
 
E044081720
E044081720E044081720
E044081720
 
222116610_2 Assiment.pptx
222116610_2 Assiment.pptx222116610_2 Assiment.pptx
222116610_2 Assiment.pptx
 
Data Acquisition System
Data Acquisition SystemData Acquisition System
Data Acquisition System
 
Internship Report (VTOL) (2)
Internship Report (VTOL) (2)Internship Report (VTOL) (2)
Internship Report (VTOL) (2)
 
Converter station water-cooled pump vibration monitoring and condition assess...
Converter station water-cooled pump vibration monitoring and condition assess...Converter station water-cooled pump vibration monitoring and condition assess...
Converter station water-cooled pump vibration monitoring and condition assess...
 
IRJET- Voice Operated Lift Control System using Microcontroller
IRJET- Voice Operated Lift Control System using MicrocontrollerIRJET- Voice Operated Lift Control System using Microcontroller
IRJET- Voice Operated Lift Control System using Microcontroller
 
IRJET - Hybrid Model of Smart Energy Consumption Monitoring System
IRJET - Hybrid Model of Smart Energy Consumption Monitoring SystemIRJET - Hybrid Model of Smart Energy Consumption Monitoring System
IRJET - Hybrid Model of Smart Energy Consumption Monitoring System
 
Power system automation
Power system automationPower system automation
Power system automation
 
Labview based rf characterization and testing of dual mode phase shifter
Labview based rf characterization and testing of dual mode phase shifterLabview based rf characterization and testing of dual mode phase shifter
Labview based rf characterization and testing of dual mode phase shifter
 
Power Factor Detection and Data Analytics
Power Factor Detection and Data AnalyticsPower Factor Detection and Data Analytics
Power Factor Detection and Data Analytics
 
Design and Implementation of Low Cost Smart Web Sensors for Electric Power Qu...
Design and Implementation of Low Cost Smart Web Sensors for Electric Power Qu...Design and Implementation of Low Cost Smart Web Sensors for Electric Power Qu...
Design and Implementation of Low Cost Smart Web Sensors for Electric Power Qu...
 
Scada Based Online Circuit Breaker Monitoring System
Scada Based Online Circuit Breaker Monitoring SystemScada Based Online Circuit Breaker Monitoring System
Scada Based Online Circuit Breaker Monitoring System
 

More from IJRESJOURNAL

Injection Analysis of Hera And Betano New Power Plants At the Interconnection...
Injection Analysis of Hera And Betano New Power Plants At the Interconnection...Injection Analysis of Hera And Betano New Power Plants At the Interconnection...
Injection Analysis of Hera And Betano New Power Plants At the Interconnection...IJRESJOURNAL
 
Harmonic AnalysisofDistribution System Due to Embedded Generation Injection
Harmonic AnalysisofDistribution System Due to Embedded Generation InjectionHarmonic AnalysisofDistribution System Due to Embedded Generation Injection
Harmonic AnalysisofDistribution System Due to Embedded Generation InjectionIJRESJOURNAL
 
Decision Support System Implementation for Candidate Selection of the Head of...
Decision Support System Implementation for Candidate Selection of the Head of...Decision Support System Implementation for Candidate Selection of the Head of...
Decision Support System Implementation for Candidate Selection of the Head of...IJRESJOURNAL
 
Yield Forecasting to Sustain the Agricultural Transportation UnderStochastic ...
Yield Forecasting to Sustain the Agricultural Transportation UnderStochastic ...Yield Forecasting to Sustain the Agricultural Transportation UnderStochastic ...
Yield Forecasting to Sustain the Agricultural Transportation UnderStochastic ...IJRESJOURNAL
 
Injection Analysis of 5 Mwp Photovoltaic Power Plant on 20 Kv Distribution Ne...
Injection Analysis of 5 Mwp Photovoltaic Power Plant on 20 Kv Distribution Ne...Injection Analysis of 5 Mwp Photovoltaic Power Plant on 20 Kv Distribution Ne...
Injection Analysis of 5 Mwp Photovoltaic Power Plant on 20 Kv Distribution Ne...IJRESJOURNAL
 
Developing A Prediction Model for Tensile Elastic Modulus of Steel Fiber – Ce...
Developing A Prediction Model for Tensile Elastic Modulus of Steel Fiber – Ce...Developing A Prediction Model for Tensile Elastic Modulus of Steel Fiber – Ce...
Developing A Prediction Model for Tensile Elastic Modulus of Steel Fiber – Ce...IJRESJOURNAL
 
Effect of Liquid Viscosity on Sloshing in A Rectangular Tank
Effect of Liquid Viscosity on Sloshing in A Rectangular TankEffect of Liquid Viscosity on Sloshing in A Rectangular Tank
Effect of Liquid Viscosity on Sloshing in A Rectangular TankIJRESJOURNAL
 
Design and Implementation Decision Support System using MADM Methode for Bank...
Design and Implementation Decision Support System using MADM Methode for Bank...Design and Implementation Decision Support System using MADM Methode for Bank...
Design and Implementation Decision Support System using MADM Methode for Bank...IJRESJOURNAL
 
Investigations on The Effects of Different Heat Transfer Coefficients in The ...
Investigations on The Effects of Different Heat Transfer Coefficients in The ...Investigations on The Effects of Different Heat Transfer Coefficients in The ...
Investigations on The Effects of Different Heat Transfer Coefficients in The ...IJRESJOURNAL
 
Strategy of Adaptation of Traditional House Architecture Bali Aga
Strategy of Adaptation of Traditional House Architecture Bali AgaStrategy of Adaptation of Traditional House Architecture Bali Aga
Strategy of Adaptation of Traditional House Architecture Bali AgaIJRESJOURNAL
 
Design of Universal Measuring Equipment for Bogie Frame
Design of Universal Measuring Equipment for Bogie FrameDesign of Universal Measuring Equipment for Bogie Frame
Design of Universal Measuring Equipment for Bogie FrameIJRESJOURNAL
 
A Design Of Omni-Directional Mobile Robot Based On Mecanum Wheels
A Design Of Omni-Directional Mobile Robot Based On Mecanum WheelsA Design Of Omni-Directional Mobile Robot Based On Mecanum Wheels
A Design Of Omni-Directional Mobile Robot Based On Mecanum WheelsIJRESJOURNAL
 
An Investigation Into The Prevalence of Code Switching in the Teaching of Nat...
An Investigation Into The Prevalence of Code Switching in the Teaching of Nat...An Investigation Into The Prevalence of Code Switching in the Teaching of Nat...
An Investigation Into The Prevalence of Code Switching in the Teaching of Nat...IJRESJOURNAL
 
The Filling Up of Yogyakarta Governor Position in Social Harmony Perspective
The Filling Up of Yogyakarta Governor Position in Social Harmony PerspectiveThe Filling Up of Yogyakarta Governor Position in Social Harmony Perspective
The Filling Up of Yogyakarta Governor Position in Social Harmony PerspectiveIJRESJOURNAL
 
Quality Function Deployment And Proactive Quality Techniques Applied to Unive...
Quality Function Deployment And Proactive Quality Techniques Applied to Unive...Quality Function Deployment And Proactive Quality Techniques Applied to Unive...
Quality Function Deployment And Proactive Quality Techniques Applied to Unive...IJRESJOURNAL
 
The Analysis And Perspective on Development of Chinese Automotive Heavy-Duty ...
The Analysis And Perspective on Development of Chinese Automotive Heavy-Duty ...The Analysis And Perspective on Development of Chinese Automotive Heavy-Duty ...
The Analysis And Perspective on Development of Chinese Automotive Heavy-Duty ...IJRESJOURNAL
 
Research on the Bottom Software of Electronic Control System in Automobile El...
Research on the Bottom Software of Electronic Control System in Automobile El...Research on the Bottom Software of Electronic Control System in Automobile El...
Research on the Bottom Software of Electronic Control System in Automobile El...IJRESJOURNAL
 
Risk Based Underwater Inspection (RBUI) For Existing Fixed Platforms In Indon...
Risk Based Underwater Inspection (RBUI) For Existing Fixed Platforms In Indon...Risk Based Underwater Inspection (RBUI) For Existing Fixed Platforms In Indon...
Risk Based Underwater Inspection (RBUI) For Existing Fixed Platforms In Indon...IJRESJOURNAL
 
Dynamic Modeling of Four – Rotorcraft
Dynamic Modeling of Four – RotorcraftDynamic Modeling of Four – Rotorcraft
Dynamic Modeling of Four – RotorcraftIJRESJOURNAL
 
A New Approach on Proportional Fuzzy Likelihood Ratio orderings of Triangular...
A New Approach on Proportional Fuzzy Likelihood Ratio orderings of Triangular...A New Approach on Proportional Fuzzy Likelihood Ratio orderings of Triangular...
A New Approach on Proportional Fuzzy Likelihood Ratio orderings of Triangular...IJRESJOURNAL
 

More from IJRESJOURNAL (20)

Injection Analysis of Hera And Betano New Power Plants At the Interconnection...
Injection Analysis of Hera And Betano New Power Plants At the Interconnection...Injection Analysis of Hera And Betano New Power Plants At the Interconnection...
Injection Analysis of Hera And Betano New Power Plants At the Interconnection...
 
Harmonic AnalysisofDistribution System Due to Embedded Generation Injection
Harmonic AnalysisofDistribution System Due to Embedded Generation InjectionHarmonic AnalysisofDistribution System Due to Embedded Generation Injection
Harmonic AnalysisofDistribution System Due to Embedded Generation Injection
 
Decision Support System Implementation for Candidate Selection of the Head of...
Decision Support System Implementation for Candidate Selection of the Head of...Decision Support System Implementation for Candidate Selection of the Head of...
Decision Support System Implementation for Candidate Selection of the Head of...
 
Yield Forecasting to Sustain the Agricultural Transportation UnderStochastic ...
Yield Forecasting to Sustain the Agricultural Transportation UnderStochastic ...Yield Forecasting to Sustain the Agricultural Transportation UnderStochastic ...
Yield Forecasting to Sustain the Agricultural Transportation UnderStochastic ...
 
Injection Analysis of 5 Mwp Photovoltaic Power Plant on 20 Kv Distribution Ne...
Injection Analysis of 5 Mwp Photovoltaic Power Plant on 20 Kv Distribution Ne...Injection Analysis of 5 Mwp Photovoltaic Power Plant on 20 Kv Distribution Ne...
Injection Analysis of 5 Mwp Photovoltaic Power Plant on 20 Kv Distribution Ne...
 
Developing A Prediction Model for Tensile Elastic Modulus of Steel Fiber – Ce...
Developing A Prediction Model for Tensile Elastic Modulus of Steel Fiber – Ce...Developing A Prediction Model for Tensile Elastic Modulus of Steel Fiber – Ce...
Developing A Prediction Model for Tensile Elastic Modulus of Steel Fiber – Ce...
 
Effect of Liquid Viscosity on Sloshing in A Rectangular Tank
Effect of Liquid Viscosity on Sloshing in A Rectangular TankEffect of Liquid Viscosity on Sloshing in A Rectangular Tank
Effect of Liquid Viscosity on Sloshing in A Rectangular Tank
 
Design and Implementation Decision Support System using MADM Methode for Bank...
Design and Implementation Decision Support System using MADM Methode for Bank...Design and Implementation Decision Support System using MADM Methode for Bank...
Design and Implementation Decision Support System using MADM Methode for Bank...
 
Investigations on The Effects of Different Heat Transfer Coefficients in The ...
Investigations on The Effects of Different Heat Transfer Coefficients in The ...Investigations on The Effects of Different Heat Transfer Coefficients in The ...
Investigations on The Effects of Different Heat Transfer Coefficients in The ...
 
Strategy of Adaptation of Traditional House Architecture Bali Aga
Strategy of Adaptation of Traditional House Architecture Bali AgaStrategy of Adaptation of Traditional House Architecture Bali Aga
Strategy of Adaptation of Traditional House Architecture Bali Aga
 
Design of Universal Measuring Equipment for Bogie Frame
Design of Universal Measuring Equipment for Bogie FrameDesign of Universal Measuring Equipment for Bogie Frame
Design of Universal Measuring Equipment for Bogie Frame
 
A Design Of Omni-Directional Mobile Robot Based On Mecanum Wheels
A Design Of Omni-Directional Mobile Robot Based On Mecanum WheelsA Design Of Omni-Directional Mobile Robot Based On Mecanum Wheels
A Design Of Omni-Directional Mobile Robot Based On Mecanum Wheels
 
An Investigation Into The Prevalence of Code Switching in the Teaching of Nat...
An Investigation Into The Prevalence of Code Switching in the Teaching of Nat...An Investigation Into The Prevalence of Code Switching in the Teaching of Nat...
An Investigation Into The Prevalence of Code Switching in the Teaching of Nat...
 
The Filling Up of Yogyakarta Governor Position in Social Harmony Perspective
The Filling Up of Yogyakarta Governor Position in Social Harmony PerspectiveThe Filling Up of Yogyakarta Governor Position in Social Harmony Perspective
The Filling Up of Yogyakarta Governor Position in Social Harmony Perspective
 
Quality Function Deployment And Proactive Quality Techniques Applied to Unive...
Quality Function Deployment And Proactive Quality Techniques Applied to Unive...Quality Function Deployment And Proactive Quality Techniques Applied to Unive...
Quality Function Deployment And Proactive Quality Techniques Applied to Unive...
 
The Analysis And Perspective on Development of Chinese Automotive Heavy-Duty ...
The Analysis And Perspective on Development of Chinese Automotive Heavy-Duty ...The Analysis And Perspective on Development of Chinese Automotive Heavy-Duty ...
The Analysis And Perspective on Development of Chinese Automotive Heavy-Duty ...
 
Research on the Bottom Software of Electronic Control System in Automobile El...
Research on the Bottom Software of Electronic Control System in Automobile El...Research on the Bottom Software of Electronic Control System in Automobile El...
Research on the Bottom Software of Electronic Control System in Automobile El...
 
Risk Based Underwater Inspection (RBUI) For Existing Fixed Platforms In Indon...
Risk Based Underwater Inspection (RBUI) For Existing Fixed Platforms In Indon...Risk Based Underwater Inspection (RBUI) For Existing Fixed Platforms In Indon...
Risk Based Underwater Inspection (RBUI) For Existing Fixed Platforms In Indon...
 
Dynamic Modeling of Four – Rotorcraft
Dynamic Modeling of Four – RotorcraftDynamic Modeling of Four – Rotorcraft
Dynamic Modeling of Four – Rotorcraft
 
A New Approach on Proportional Fuzzy Likelihood Ratio orderings of Triangular...
A New Approach on Proportional Fuzzy Likelihood Ratio orderings of Triangular...A New Approach on Proportional Fuzzy Likelihood Ratio orderings of Triangular...
A New Approach on Proportional Fuzzy Likelihood Ratio orderings of Triangular...
 

Recently uploaded

Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingrakeshbaidya232001
 
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
 
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
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingrknatarajan
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxpurnimasatapathy1234
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSISrknatarajan
 
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).pptssuser5c9d4b1
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)Suman Mia
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
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
 
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxupamatechverse
 
(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
 
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
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...ranjana rawat
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Christo Ananth
 
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
 

Recently uploaded (20)

Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writing
 
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
 
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
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptx
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSIS
 
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINEDJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
 
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...
 
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
 
(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
 
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...
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
 
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
 

Research on Power Quality Real-Time Monitoring System For High Voltage Switch Gear

  • 1. International Journal of Research in Engineering and Science (IJRES) ISSN (Online): 2320-9364, ISSN (Print): 2320-9356 www.ijres.org Volume 5 Issue 5 ǁ May. 2017 ǁ PP. 36-41 www.ijres.org 36 | Page Research on Power Quality Real-Time Monitoring System For High Voltage Switch Gear Ni Shou-Bin,Cheng Wu-Shan,Min Li,Zhang Ke-Ping (College Of Mechanical Engineering, Shanghai University Of Engineering Science, Shanghai ,China) ABSTRACT: As an important equipment of high voltage switch cabinet distribution plays a key role in the power system of power generation, transmission and distribution of electricity, and monitoring the operation of electrical parameters, based on virtual instrument technology, make full use of the data processing, data analysis, data expression and network function and other advantages, build a set based on the LabVIEW real-time power quality monitoring system innovatively applied in high-voltage switch cabinet. Through building a power quality monitoring platform based on high voltage switchgear in the laboratory, the accuracy of the system measurement is verified. The experimental results show that the design of power quality real-time monitoring system has good performance, high accuracy, friendly interface, and has a good market prospect. Keywords: high voltage switchgear, power quality, LabVIEW, real-time monitoring I. INTRODUCTION High voltage switchgear is an important device for distribution of electric energy in the power supply system in power system, power generation, transmission and distribution, electric power lines in the process of commitment on and off system, fault protection, power parameter data monitoring function of [1], widely used in power supply and distribution system. High voltage switch cabinet as connected to the power supply terminal and a center hub terminal, power quality real-time monitoring of the power quality index, obtaining key parameters, one can evaluate the operation level of power grid level, on the other hand can cause the entire power grid problems and solutions provide the basis, and can be real-time master the running status of electrical equipment, so as to find the hidden danger of the equipment timely, make preventive measures to reduce losses. 1 software development platform based on LabVIEW In the control system, to obtain the original signal through the data acquisition hardware, and then use the PC software to complete data processing, analysis and results show that the construction of measurement instrument based on PC mode is called virtual instrument. The core of virtual instrument, which is a new concept measuring instrument, has great advantages in its application software, and the use of software platform to complete data processing and build visual interface. In the virtual instrument, we can change the software system without changing the hardware system, and then we can change the software programming content according to the user's request, and then we can get the measuring instrument with different functions. Therefore, the key of the virtual instrument is software, and the measurement and control function of the instrument is mainly realized by software. the virtual instrument can complete various test applications. Virtual instruments have the following advantages: (1).Development cost is low, cycle is short; (2).User defined measurement and control function, flexible configuration, to meet the changing functional requirements; (3).Upgrade the measurement and control capability and level of the system conveniently; (4).Easy to interconnect with other devices. The virtual instrument platform of this system is using national instruments NI LabVIEW graphical programming language and development environment, the use of LabVIEW to create icons instead of a text line application, programming style is simple and direct, continuous improvement, update and improvement, has unique advantages in data processing and analysis, data expression and network function etc. Full use of virtual instrument technology, anti-interference ability, flexibility and scalability, low cost, cost-effective, user-friendly interface, etc., to build a PC based power quality monitoring system. Especially when the system requirements have changed, or when the system will be used in different environments, just need to make some necessary software modifications and additions can meet the functional requirements of the system. II. SOFTWARE ARCHITECTURE The data acquisition module, data processing and analysis module and real-time display module three parts including power quality parameters monitoring system, data acquisition is completed by the traditional hardware, different data analysis and display module is implemented by computer software. For the study on the
  • 2. Research On Power Quality Real-Time Monitoring System For High Voltage Switch Gear www.ijres.org 37 | Page power quality parameters monitoring system, the software is the core part of the hardware, as long as the monitoring points of voltage and current signal transmission through the sensor, signal conditioning and embedded data acquisition conversion digital signal transmission to the computer software on the platform, you can use the virtual instrument LabVIEW to complete the processing and analysis of electric energy the quality parameters, data storage and display results. The design of virtual instrument of power quality parameters monitoring and analysis system based on the power quality parameters monitoring functions include: voltammetric measurements, frequency measurement, power measurement, three-phase unbalance measurement, harmonic measurement, flicker measurement and capture transient events, and complete data storage, query, print statements, remote history access and other functions.The architecture of the system software is shown in figure 3-1. Parameter Setting Acquisition of Signal Data Processing and Analyzing Data Administration Power Indicator Data Storage Historical Data Inquiry Data Communication Access VPN Power Quality Information Fig.3-1 The system software architecture System software implementation part includes three parts: (1).Data processing and analysis mainly include real-time waveform display, basic parameter measurement calculation, three-phase unbalanced calculation, harmonic calculation and analysis, voltage fluctuation and flicker measurement, transient disturbance capture, and so on; (2).Data management mainly completes waveform data recording, power index data storage, historical data inquiry, report form printing and so on; (3).data communication, mainly to complete the power quality information release and user remote access function, through the network to achieve server-side data and client data services and sharing. III. IMPLEMENTATION OF THE SOFTWARE PART 3.1 Design of serial communication module The serial communication module is used to transmit the raw data of the signal source of the monitoring system, which is very important to the software of the monitoring system. This system uses LabVIEW serial communication VI to complete the data transmission, as shown in figure 3-1. Fig.3-1 The serial port communication VI of LabVIEW
  • 3. Research On Power Quality Real-Time Monitoring System For High Voltage Switch Gear www.ijres.org 38 | Page Complete the serial communication program for data transmission, as shown in Figure 3-2, and encapsulate it as a subroutine. Fig.3-2 Data serial communication subroutine (1) Call the "VISA configuration serial port" function module to complete the serial initialization configuration, that is to complete the establishment of related parameters, including the serial port resource name, baud rate, data bits, stop bits, parity bits, etc.; (2) After completion of initialization, use this serial port to receive data. Through the "VISA write" function module to send data, through the "VISA read" function module to read data. Among them, the VISA read operation will wait until the data bytes in the buffer reach the data bytes required in the current serial receive buffer to begin receiving data. (3) After the use of the serial port, use the "VISA shutdown" function to end the communication with the current serial port, releasing all the resources occupied during the execution of the task. Gather waveform data Anti aliasing filter Written to the database frequency spectrum FFT Calculate Total Harmonic Distortion Hanning window sampling end? EXIT System Calculated the harmonic amplitude N Y Start Fig.3-3 The flow chart of harmonic analysis The module of harmonic calculation and analysis: first, the acquired waveform data are filtered by anti-aliasing filtering, and then FFT is added to the window to obtain the amplitude of fundamental wave and the amplitude of each harmonic, and the total harmonic distortion THD is calculated. Finally, the basic wave amplitude and the rate of each harmonic are written into the database for users to query data.
  • 4. Research On Power Quality Real-Time Monitoring System For High Voltage Switch Gear www.ijres.org 39 | Page 3.2 Design of flicker measurement module At present, flicker measurement is the most widely used method, or flicker detection method recommended by IEC. First, extract the fluctuation signal through the square demodulation method, the input signal is square after 0.05 ~ 35Hz band frequency pass filter to filter the DC component and higher than 35Hz, the amplitude modulation and demodulation from power frequency voltage signal. Then, the instantaneous sense signal p (T) is obtained after the weighted filtering, square and smoothing weighted filtering of the center frequency of 8.8Hz. Finally, the horizontal hierarchical state time method, that is, the cumulative probability function (CPF) curve, is used to do the progressive hierarchical processing of the signal. According to the flicker calculation method, the CPF curve obtained by short flicker Pst, long flicker value Plt (2H detection time) can be obtained by n Pst and then the cube root. The program flow chart of the IEC flicker measuring instrument is shown in figure 4-4. ① The transfer function of the first order high pass filter at cutoff frequency 0.05Hz is:   /1 / )(H s s s   (4-1) In which, =2π×0.05。 ②The cutoff frequency 35Hz low-pass filter selects the 6 order Butterworth filter, whose transfer function is: 1 6 1i ])/(1[)(H    i i sbs  (4-2) In which, =2π×35, 1b =3.864, 2b =7.464, 3b =9.141, 4b =7.464, 5b =3.864, 6b =1.0。 ③A sensitivity weighted filter of central frequency 8.8Hz is constructed based on the sensitivity coefficient frequency characteristic, and the transfer function is as follows: )/1)(/1( /1 2 )(K 43 2 2 1 2 1     ss s ss sk s      (4-3) In which, K =1.74082,  =2π×4.05981, 1 =2π×9.15494, 2 =2π×2.27979, 3 =2π×1.22535, 4 =2π×21.90。 ④The smoothing filter selects the first order low-pass filter, the cutoff frequency is 0.53Hz, and the transfer function is: s3.01 1 )(H  s (4-4) IV. EXPERIMENTAL VERIFICATION AND RESULT ANALYSIS 4.1 Experimental verification scheme In order to verify the accuracy of measurement results of the system, we choose the Fluck Corporation Fluke 437 power quality analyzer as compared with the measured value of instruments, as the actual reference value, the high performance of the instrument, its technical parameters are as follows: the effective value of voltage measurement accuracy is 0.1%; the current effective value measurement accuracy + 0.5% the frequency measurement accuracy of 0.01Hz;; power factor measurement accuracy + 0.1%; unbalanced voltage measurement accuracy of + 0.1%, unbalanced current measurement accuracy of 1%; 1 to 50 harmonic measurement, harmonic voltage and current measurement accuracy of + 0.1%; flicker measurement accuracy + 5%. Therefore, it can be considered that the data measured by Fluke 437 is accurate and effective, and the accuracy and reliability of the system are verified by comparing with its measurement results. Therefore, set up the experimental system as shown in Figure 4-1, compare the measurement results of this system and Fluke 437.
  • 5. Research On Power Quality Real-Time Monitoring System For High Voltage Switch Gear www.ijres.org 40 | Page A B C N Power supply system Power quality analysis Power quality analysis disconnect ing switch Grid simulation generator (Voltage、frequency changeable) High voltage switch cabinet RLC Load ark (load characteristics changeable) Fluke 437 This system Fig.4-1The diagram of experimental system During the experiment, the power grid voltage generator simulation simulation, the high voltage switch cabinet RLC load applied to the cabinet, then change the voltage amplitude, frequency of the power system simulator, and adjust the load cabinet in the resistive, inductive and capacitive properties of three kinds of load, constant modification for electrical properties and load properties by repeated experiments. High voltage switch cabinet as the experimental platform as monitoring points, the use of Fluke 437 and the simultaneous monitoring of its power quality, obtain comparative data, analysis of experimental results and conclusions。 (a)Fluke 437 power quality analyzer (b) Grid simulation generator Fig.4-2 Experimental instruments
  • 6. Research On Power Quality Real-Time Monitoring System For High Voltage Switch Gear www.ijres.org 41 | Page (a) Load cabinet (b) High voltage switch cabinet Fig.4-3 Experimental cabinets Among them, the 437 type power quality analyzer physical map and the grid simulation generator as shown in Figure 4-2, RLC load cabinet and high voltage switch cabinet as shown in Figure 4-3. 4.2 Experimental verification scheme In the design of the system interface, taking into account the monitoring system of power quality parameters more content, so in order to make the measurement more beautiful and friendly interface, user-friendly, using LabVIEW user controls Tab classification of power quality parameter data and charts, the power quality information visually displayed to the user. The results show that the system has high measurement accuracy, can achieve the national standard "General requirements" of power quality monitoring equipment for the performance requirements, the system can be applied to the actual power quality monitoring. REFERENCES [1]. Ming Zhang, Kaicheng Li, Yisheng Hu. A real-time classification method of power quality disturbances[J]. Electric Power Systems Research, 2011,81(2),660-666. [2]. Tsai-Hsiang Chen, Cheng-Han Yang, Nien-Che Yang.Examination of the definitions of voltage unbalance[J]. International Journal of Electrical Power & Energy Systems, 2013, 49:380-385. [3]. Diogo C. Garcia, Anesio L.F. Filho, Marco A.G. Oliveira.Voltage unbalance numerical evaluation and minimization[J].Electric Power Systems Research, 2009,79(10):1441-1445. [4]. J.C. Hernandez, M.J. Ortega, J. De la Cruz, D. Vera. Guidelines for the technical assessment of harmonic, flicker and unbalance emission limits for PV-distributed generation[J]. Electric Power Systems Research, 2011,81(7):1247-1257. [5]. Sanae Rechka, Jianhong Xu, Pierre Sicard.Performance evaluation of harmonics detection methods applied to harmonics compensation in presence of common power quality problems[J].Mathematics and Computers in Simulation,2003,63(3):363-375. [6]. Farhad Shahnia, Arindam Ghosh, Gerard Ledwich. Voltage unbalance improvement in low voltage residential feeders with rooftop PVs using custom power devices[J]. International Journal of Electrical Power & Energy Systems, 2014,55:362-377. [7]. Wen Xinling, Zhao Cheng. Design and Simulation of Voltage Fluctuation Rate Monitor System Based on Virtual Instrument Technology[J]. Energy Procedia, 2012,17:450-455. [8]. Aissa Chouder, Santiago Silvestre, Bilal Taghezouit. Monitoring modelling and simulation of PV systems using LabVIEW[J]. Solar Energy, 2013, (91):337-349.