SlideShare una empresa de Scribd logo
1 de 14
Challenges of Phasor Measurement Unit (PMU) By Sarasij Das
Content What is PMU? Why PMU? Applications of PMU Challenges of PMU
What is PMU? Power system parameters represented as ‘complex numbers’ Phasors contain magnitudes and angles Conventional instruments measure only magnitudes of phasors Local clocks used for time tagging of conventional digital instruments Inconsistent local clocks make it difficult to measure phase angles
PMU measures magnitudes and angles of phasors at higher rates (10-60 samples/s) with accurate time tag PMUs can be found as standalone device (N60 of GE) or integrated with power system protection relay (L60, D60 of GE) Fig.1. GE N60 PMU [1]
 Fig.2. Block diagram of a PMU  [2]
 Fig.3. Phasor representation
 Fig.4. Architecture of PMU based WAMS [3]
Why PMU? Limitations of SCADA 	- Measurements obtained at slower rate (1 sample/1-4s) 	- Measurements are not time synchronised 	- Does not provide dynamic behaviour of system 	- Limited situational awareness conveyed to the operator    - SCADA is ‘X-ray’ of power grid where PMU is ‘MRI’  August 14, 2003 blackout:        - Problems developed hours before the system collapse      - System operators were unaware of overall worsening system       conditions
Applications [4]
Challenges Consistent performance required for a multi vendor PMU system Diverse requirements from all utilities     - different application requirements - difference in infrastructure WAMS architecture     - present architecture not suitable for large system High investment     - initial high investment requirement acts as an deterrent    - clear roadmap is needed
Challenges Lack of  related products 	- not enough related products (PDC, application software)  PMU placements                                                          - non-linear optimization problem     - currently one can get sub-optimal solution Visualization of PMU data  	-  difficult to visualise the voluminous data  Communication of PMU data 	-  expensive communication network required
Challenges Communication delays    - leads to delay in generating proper control signals Low frequency oscillation monitoring                              -  algorithms are computationally heavy     -  all modes may not be captured    -  distorted power system waveforms make it difficult
Challenges State estimation                                                      - deal with the hybrid system of PMUs and SCADA       - bad data estimation On line voltage instability prediction      - higher computational requirement       - lack of system models are the main challenges for this          of application.
Reference [1] http://www.gedigitalenergy.com/multilin/catalog/n60.htm [2] “Phasor Measurement Unit (PMU) Implementation and Applications”, EPRI report, October 2007 [3] “Synchronized phasor measurements and their applications”, by Arun G. Phadke, John Samuel Thorp  [4] Chakrabarti, S.; Kyriakides, E.; Tianshu Bi; DeyuCai; Terzija, V.; "Measurements get together"  Power and Energy Magazine, IEEE issue January-February 2009, Volume 7, Issue:1, page(s): 41 - 49

Más contenido relacionado

La actualidad más candente

Load forecasting
Load forecastingLoad forecasting
Load forecasting
sushrut p
 
Wireless power transmission ppt
Wireless power transmission pptWireless power transmission ppt
Wireless power transmission ppt
Aishwary Verma
 

La actualidad más candente (20)

Smart grid distribution system
Smart grid distribution systemSmart grid distribution system
Smart grid distribution system
 
Load forecasting
Load forecastingLoad forecasting
Load forecasting
 
Smart grid and micro grid
Smart grid and micro gridSmart grid and micro grid
Smart grid and micro grid
 
Load flow study
Load flow studyLoad flow study
Load flow study
 
Phasor Measurement Unit (PMU)
 Phasor Measurement Unit (PMU) Phasor Measurement Unit (PMU)
Phasor Measurement Unit (PMU)
 
DISTRIBUTED GENERATION ENVIRONMENT WITH SMART GRID
DISTRIBUTED GENERATION ENVIRONMENT WITH SMART GRIDDISTRIBUTED GENERATION ENVIRONMENT WITH SMART GRID
DISTRIBUTED GENERATION ENVIRONMENT WITH SMART GRID
 
Smart grid communications
Smart grid communicationsSmart grid communications
Smart grid communications
 
Wireless power transmission ppt
Wireless power transmission pptWireless power transmission ppt
Wireless power transmission ppt
 
PMU
PMUPMU
PMU
 
Microgrid Presentation
Microgrid PresentationMicrogrid Presentation
Microgrid Presentation
 
Integrated protection and control strategies for microgrid
Integrated protection and control strategies for microgridIntegrated protection and control strategies for microgrid
Integrated protection and control strategies for microgrid
 
Load Forecasting Techniques.pdf
Load Forecasting Techniques.pdfLoad Forecasting Techniques.pdf
Load Forecasting Techniques.pdf
 
Integration of Renewable Energy Sources
Integration of Renewable Energy SourcesIntegration of Renewable Energy Sources
Integration of Renewable Energy Sources
 
Protection of Transmission lines
Protection of Transmission linesProtection of Transmission lines
Protection of Transmission lines
 
Maximum power point tracking algorithms for solar(pv) systems
Maximum power point tracking algorithms for solar(pv) systemsMaximum power point tracking algorithms for solar(pv) systems
Maximum power point tracking algorithms for solar(pv) systems
 
Decentralized Generation In Microgrids
Decentralized Generation In MicrogridsDecentralized Generation In Microgrids
Decentralized Generation In Microgrids
 
Introduction to renewable and distributed generation
Introduction to renewable and distributed generation Introduction to renewable and distributed generation
Introduction to renewable and distributed generation
 
Hydrothermal scheduling
Hydrothermal schedulingHydrothermal scheduling
Hydrothermal scheduling
 
COMPENSATION OF REACTIVE POWER
COMPENSATION OF REACTIVE POWERCOMPENSATION OF REACTIVE POWER
COMPENSATION OF REACTIVE POWER
 
Latest Electrical Mini Projects For EEE Students
Latest Electrical Mini Projects For EEE StudentsLatest Electrical Mini Projects For EEE Students
Latest Electrical Mini Projects For EEE Students
 

Destacado

Introduction to phasor measurements units (pm us)
Introduction to phasor measurements units (pm us)Introduction to phasor measurements units (pm us)
Introduction to phasor measurements units (pm us)
Supriya Senapati
 
Pmu presentation final
Pmu presentation finalPmu presentation final
Pmu presentation final
alajmi550
 
Introduction of wide area mesurement syatem
Introduction of wide area mesurement syatemIntroduction of wide area mesurement syatem
Introduction of wide area mesurement syatem
PanditNitesh
 
Wide area measurements (synchrophasor measurements) in Power Systems
Wide area measurements (synchrophasor measurements) in Power SystemsWide area measurements (synchrophasor measurements) in Power Systems
Wide area measurements (synchrophasor measurements) in Power Systems
Naila Syed
 
powerline communication system
powerline communication systempowerline communication system
powerline communication system
Ahmed Hassan
 
Power Line Carrier Communication seminar
Power Line Carrier Communication seminarPower Line Carrier Communication seminar
Power Line Carrier Communication seminar
Aishwary Verma
 
Smart grid iit-jodhpur-apr10
Smart grid iit-jodhpur-apr10Smart grid iit-jodhpur-apr10
Smart grid iit-jodhpur-apr10
tec2
 

Destacado (20)

Introduction to phasor measurements units (pm us)
Introduction to phasor measurements units (pm us)Introduction to phasor measurements units (pm us)
Introduction to phasor measurements units (pm us)
 
Pmu presentation final
Pmu presentation finalPmu presentation final
Pmu presentation final
 
Introduction of wide area mesurement syatem
Introduction of wide area mesurement syatemIntroduction of wide area mesurement syatem
Introduction of wide area mesurement syatem
 
Effect of Phasor Measurement Unit (PMU) on the Network Estimated Variables
Effect of Phasor Measurement Unit (PMU) on the Network Estimated VariablesEffect of Phasor Measurement Unit (PMU) on the Network Estimated Variables
Effect of Phasor Measurement Unit (PMU) on the Network Estimated Variables
 
Wide area measurements (synchrophasor measurements) in Power Systems
Wide area measurements (synchrophasor measurements) in Power SystemsWide area measurements (synchrophasor measurements) in Power Systems
Wide area measurements (synchrophasor measurements) in Power Systems
 
Power Line Carrier Communication
Power Line Carrier CommunicationPower Line Carrier Communication
Power Line Carrier Communication
 
A secure cloud computing based framework for big data information management ...
A secure cloud computing based framework for big data information management ...A secure cloud computing based framework for big data information management ...
A secure cloud computing based framework for big data information management ...
 
Pmu
PmuPmu
Pmu
 
Smart Grid
Smart GridSmart Grid
Smart Grid
 
Reliability analysis of pmu using hidden markov model
Reliability analysis of pmu using hidden markov modelReliability analysis of pmu using hidden markov model
Reliability analysis of pmu using hidden markov model
 
Capacitive voltage transformer (1)
Capacitive voltage transformer (1)Capacitive voltage transformer (1)
Capacitive voltage transformer (1)
 
Plcc ppt1
Plcc ppt1Plcc ppt1
Plcc ppt1
 
My ppt
My pptMy ppt
My ppt
 
powerline communication system
powerline communication systempowerline communication system
powerline communication system
 
Power Line Carrier Communication seminar
Power Line Carrier Communication seminarPower Line Carrier Communication seminar
Power Line Carrier Communication seminar
 
Power System State Estimation - A Review
Power System State Estimation - A ReviewPower System State Estimation - A Review
Power System State Estimation - A Review
 
Introduction to measuring instruments (ALIV - Bangladesh)
Introduction to measuring instruments (ALIV - Bangladesh)Introduction to measuring instruments (ALIV - Bangladesh)
Introduction to measuring instruments (ALIV - Bangladesh)
 
Newton's Laws of Motion
Newton's Laws of MotionNewton's Laws of Motion
Newton's Laws of Motion
 
Smart grid iit-jodhpur-apr10
Smart grid iit-jodhpur-apr10Smart grid iit-jodhpur-apr10
Smart grid iit-jodhpur-apr10
 
Ppt of current transformer
Ppt of current transformerPpt of current transformer
Ppt of current transformer
 

Similar a Challenges of phasor measurement units

Implementation of WAMS in Oman Transmission System
Implementation of WAMS in Oman Transmission SystemImplementation of WAMS in Oman Transmission System
Implementation of WAMS in Oman Transmission System
Power System Operation
 
WASA and the Roadmap to WAMPAC at SDG&E
WASA and the Roadmap to WAMPAC at SDG&EWASA and the Roadmap to WAMPAC at SDG&E
WASA and the Roadmap to WAMPAC at SDG&E
Power System Operation
 
WASA and the Roadmap to WAMPAC at SDG&E
WASA and the Roadmap to WAMPAC at SDG&EWASA and the Roadmap to WAMPAC at SDG&E
WASA and the Roadmap to WAMPAC at SDG&E
Power System Operation
 
IEC 61850-9-2 based module for state estimation in co-simulated power grids
IEC 61850-9-2 based module for state estimation in  co-simulated power grids  IEC 61850-9-2 based module for state estimation in  co-simulated power grids
IEC 61850-9-2 based module for state estimation in co-simulated power grids
IJECEIAES
 
Fuzzy-based MPPT algorithm implementation on FPGA chip for multi-channel pho...
Fuzzy-based MPPT algorithm implementation on FPGA chip  for multi-channel pho...Fuzzy-based MPPT algorithm implementation on FPGA chip  for multi-channel pho...
Fuzzy-based MPPT algorithm implementation on FPGA chip for multi-channel pho...
International Journal of Reconfigurable and Embedded Systems
 
Application of Synchronized Phasor Measurements Units in Power Systems
Application of Synchronized Phasor Measurements Units in Power SystemsApplication of Synchronized Phasor Measurements Units in Power Systems
Application of Synchronized Phasor Measurements Units in Power Systems
theijes
 

Similar a Challenges of phasor measurement units (20)

Benefits of PMU Technology for Various Applications
Benefits of PMU Technology for Various Applications Benefits of PMU Technology for Various Applications
Benefits of PMU Technology for Various Applications
 
Phasor measurement unit
Phasor measurement unitPhasor measurement unit
Phasor measurement unit
 
Introduction to PMUs and Smart meters.pptx
Introduction to PMUs and Smart meters.pptxIntroduction to PMUs and Smart meters.pptx
Introduction to PMUs and Smart meters.pptx
 
Thesis Presentation_Pulok_v1
Thesis Presentation_Pulok_v1Thesis Presentation_Pulok_v1
Thesis Presentation_Pulok_v1
 
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...
 
ATS SmartWAMS
ATS SmartWAMSATS SmartWAMS
ATS SmartWAMS
 
Implementation of WAMS in Oman Transmission System
Implementation of WAMS in Oman Transmission SystemImplementation of WAMS in Oman Transmission System
Implementation of WAMS in Oman Transmission System
 
WASA and the Roadmap to WAMPAC at SDG&E
WASA and the Roadmap to WAMPAC at SDG&EWASA and the Roadmap to WAMPAC at SDG&E
WASA and the Roadmap to WAMPAC at SDG&E
 
WASA and the Roadmap to WAMPAC at SDG&E
WASA and the Roadmap to WAMPAC at SDG&EWASA and the Roadmap to WAMPAC at SDG&E
WASA and the Roadmap to WAMPAC at SDG&E
 
Real Time Dynamics Monitoring System (RTDMS™): Phasor Applications for the Co...
Real Time Dynamics Monitoring System (RTDMS™): Phasor Applications for the Co...Real Time Dynamics Monitoring System (RTDMS™): Phasor Applications for the Co...
Real Time Dynamics Monitoring System (RTDMS™): Phasor Applications for the Co...
 
Abstract11
Abstract11Abstract11
Abstract11
 
IEC 61850-9-2 based module for state estimation in co-simulated power grids
IEC 61850-9-2 based module for state estimation in  co-simulated power grids  IEC 61850-9-2 based module for state estimation in  co-simulated power grids
IEC 61850-9-2 based module for state estimation in co-simulated power grids
 
Fuzzy-based MPPT algorithm implementation on FPGA chip for multi-channel pho...
Fuzzy-based MPPT algorithm implementation on FPGA chip  for multi-channel pho...Fuzzy-based MPPT algorithm implementation on FPGA chip  for multi-channel pho...
Fuzzy-based MPPT algorithm implementation on FPGA chip for multi-channel pho...
 
Detection of Power Grid Synchronization Failure on Sensing Frequency and Volt...
Detection of Power Grid Synchronization Failure on Sensing Frequency and Volt...Detection of Power Grid Synchronization Failure on Sensing Frequency and Volt...
Detection of Power Grid Synchronization Failure on Sensing Frequency and Volt...
 
AGT-EM Final V1.1.ppt
AGT-EM Final V1.1.pptAGT-EM Final V1.1.ppt
AGT-EM Final V1.1.ppt
 
Application of Synchronized Phasor Measurements Units in Power Systems
Application of Synchronized Phasor Measurements Units in Power SystemsApplication of Synchronized Phasor Measurements Units in Power Systems
Application of Synchronized Phasor Measurements Units in Power Systems
 
Wide area monitoring, protection and control in future smart grid
Wide area monitoring, protection and control in future smart gridWide area monitoring, protection and control in future smart grid
Wide area monitoring, protection and control in future smart grid
 
bittuai-160426173847 (1) (1).pptx
bittuai-160426173847 (1) (1).pptxbittuai-160426173847 (1) (1).pptx
bittuai-160426173847 (1) (1).pptx
 
Types of Electrical Meters in Data Centers
Types of Electrical Meters in Data CentersTypes of Electrical Meters in Data Centers
Types of Electrical Meters in Data Centers
 
Sensor Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...
Sensor  Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...Sensor  Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...
Sensor Networks – Introduction & Architectures by Mr.Darwin Nesakumar, AP/EC...
 

Último

1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
QucHHunhnh
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
kauryashika82
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Krashi Coaching
 

Último (20)

Advance Mobile Application Development class 07
Advance Mobile Application Development class 07Advance Mobile Application Development class 07
Advance Mobile Application Development class 07
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdf
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpin
 
General AI for Medical Educators April 2024
General AI for Medical Educators April 2024General AI for Medical Educators April 2024
General AI for Medical Educators April 2024
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdf
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 

Challenges of phasor measurement units

  • 1. Challenges of Phasor Measurement Unit (PMU) By Sarasij Das
  • 2. Content What is PMU? Why PMU? Applications of PMU Challenges of PMU
  • 3. What is PMU? Power system parameters represented as ‘complex numbers’ Phasors contain magnitudes and angles Conventional instruments measure only magnitudes of phasors Local clocks used for time tagging of conventional digital instruments Inconsistent local clocks make it difficult to measure phase angles
  • 4. PMU measures magnitudes and angles of phasors at higher rates (10-60 samples/s) with accurate time tag PMUs can be found as standalone device (N60 of GE) or integrated with power system protection relay (L60, D60 of GE) Fig.1. GE N60 PMU [1]
  • 5. Fig.2. Block diagram of a PMU [2]
  • 6. Fig.3. Phasor representation
  • 7. Fig.4. Architecture of PMU based WAMS [3]
  • 8. Why PMU? Limitations of SCADA - Measurements obtained at slower rate (1 sample/1-4s) - Measurements are not time synchronised - Does not provide dynamic behaviour of system - Limited situational awareness conveyed to the operator - SCADA is ‘X-ray’ of power grid where PMU is ‘MRI’ August 14, 2003 blackout: - Problems developed hours before the system collapse - System operators were unaware of overall worsening system conditions
  • 10. Challenges Consistent performance required for a multi vendor PMU system Diverse requirements from all utilities - different application requirements - difference in infrastructure WAMS architecture - present architecture not suitable for large system High investment - initial high investment requirement acts as an deterrent - clear roadmap is needed
  • 11. Challenges Lack of related products - not enough related products (PDC, application software) PMU placements - non-linear optimization problem - currently one can get sub-optimal solution Visualization of PMU data - difficult to visualise the voluminous data Communication of PMU data - expensive communication network required
  • 12. Challenges Communication delays - leads to delay in generating proper control signals Low frequency oscillation monitoring - algorithms are computationally heavy - all modes may not be captured - distorted power system waveforms make it difficult
  • 13. Challenges State estimation - deal with the hybrid system of PMUs and SCADA - bad data estimation On line voltage instability prediction - higher computational requirement - lack of system models are the main challenges for this of application.
  • 14. Reference [1] http://www.gedigitalenergy.com/multilin/catalog/n60.htm [2] “Phasor Measurement Unit (PMU) Implementation and Applications”, EPRI report, October 2007 [3] “Synchronized phasor measurements and their applications”, by Arun G. Phadke, John Samuel Thorp [4] Chakrabarti, S.; Kyriakides, E.; Tianshu Bi; DeyuCai; Terzija, V.; "Measurements get together" Power and Energy Magazine, IEEE issue January-February 2009, Volume 7, Issue:1, page(s): 41 - 49