SlideShare a Scribd company logo
1 of 19
Download to read offline
Integrating AMR-AMI Data into WindMil
James S Cross, PE
Planning Engineer
Homer Electric Association
Kenai, Alaska
Improving Your WindMil Model w/ AMR/AMI
•
•
•
•

Historically, planners and system operators have had very little
data regarding the individual loads on a distribution system.
Most distribution planning models have used (still use?) kWh
billing data (energy) from a CIS system to determine the “load
snapshot” (power) for the load-flow analysis.
This methodology is known as load allocation. Load allocation
is as much of an “art” as is system protection. There are no
hard & fast rules …. every system and every case is different.
Given the importance of the model loading to the load-flow
results, an accurate portrayal of the system loads is critical in
order to get good results.
EA Model Improvements
• The use of GIS systems at utilities has led to significant
improvements in model data, and large “detailed” models
have become prevalent.
• Load modeling has not seen the significant data
improvements that the system (impedance) models have
seen.
• End-of-line load data is still challenging, especially “real
time” data.
AMR/AMI Enters the Utility World
• Utilities now have the ability to obtain more data from the
end-of-line loads with the implementation of AMR
systems.
• Two-way AMR/AMI systems allow for even more
information flow, as some meters can be built or
programmed to detect more than just kWh usage.
What can AMR/AMI do for me?
In addition to reading kWh:
•
•
•
•
•

Many AMR meters capture “blinks” or momentary outage counts
Voltage data
Ability to create a true “monthly” kWh reading
Real demand (kW) data
Equipment Information

This information can be used to make your WindMil model
better.
What else can AMR/AMI do for me?
•
•
•
•

It can make a large model even larger
You are counting on another enterprise application to get data to
you correctly.
If the meter data moves through multiple enterprise applications,
each interface is a potential source of new data errors.
It can force you to use mixed methods to populate your model:
– AMR to populate 2S meter loads
– Billing / GIS to populate other loads
The question you MUST ask yourself …a
AMI at Homer Electric
•
•
•

•
•

Homer Electric began implementing a Cannon Technologies AMI
system in 2005.
We started w/ a two substation / 300 meter pilot project.
Since then we’ve deployed ~ 5,000 meters per year. Nine
distribution substations will read approximately 27,000 1Ø meters on
29 feeders.
All 2s meters will be changed out by year’s end.
We will revisit 3Ø metering to determine scope / costs.
AMR – WindMil Interface
• WindMil can read data directly from several
AMR systems by using a MultiSpeak interface.
• Before using the interface, you need to contact
your AMR/AMI vendor to get MultiSpeak
configuration files for your enterprise software.
AMR – WindMil Interface
AMR – WindMil Interface
AMR – WindMil Interface
AMR – WindMil Interface
Distribution System Phasing w/ AMI
•
•
•
•
•

Most power-line carrier (PLC) AMR systems interface some sort
of communications on the primary line buses within the
substations.
There is some sort of coupling onto each phase of each feeder.
Two-way AMR allows us to send a signal down each phase to all
meters connected to that phase, and get a response back from
meters that heard the signal.
If we can determine which meters are on what phase, we can
electrically phase our distribution feeders.
If we truly know our system phasing in our WindMil model, we
can then more accurately run unbalanced analysis to model what
is going on with our distribution system.
Voltage Drop – Balanced Mode
Voltage Drop – Unbalanced Mode
Distribution System Phasing w/ AMR
• WindMil voltage-drop analyses can be run in unbalanced
mode. This mode will more accurately reflect phase
unbalances on your distribution system.
• This affects results of:
–
–
–
–

Voltage Drop Analysis
Load Balance Activity
Set Regulation Activity
Loss Study
Past MUC Presentations
• AMR & SCADA Data in WindMil, by Jeff
Wilhite (2007)
• AMR Data vs. Load Allocation, by Bill
Kersting (2007)
Questions???

More Related Content

Viewers also liked

Digital Transformation oplæg - PlusTalks i Aarhus v/ Harald Tokerød
Digital Transformation oplæg - PlusTalks i Aarhus v/ Harald TokerødDigital Transformation oplæg - PlusTalks i Aarhus v/ Harald Tokerød
Digital Transformation oplæg - PlusTalks i Aarhus v/ Harald TokerødHarald Reedtz Tokerød
 
ใบงานแบบสำรวจและประวัติของ
ใบงานแบบสำรวจและประวัติของใบงานแบบสำรวจและประวัติของ
ใบงานแบบสำรวจและประวัติของMondo Fishy
 
Diploma in quality management system
Diploma in quality management systemDiploma in quality management system
Diploma in quality management systemselinasimpson381
 
What Discipline Do Worlds Most Influential People Study
What Discipline Do Worlds Most Influential People StudyWhat Discipline Do Worlds Most Influential People Study
What Discipline Do Worlds Most Influential People StudyMyAssignmenthelp.com
 
Adaptive Intelligence: Dansby, Graham, Seley Final IXD Presentation
Adaptive Intelligence: Dansby, Graham, Seley Final IXD PresentationAdaptive Intelligence: Dansby, Graham, Seley Final IXD Presentation
Adaptive Intelligence: Dansby, Graham, Seley Final IXD Presentationtimseley
 
Menominee Tribe
Menominee TribeMenominee Tribe
Menominee Tribetlwaddle
 
Presentatietekstschrijversnl 124747672809 Phpapp01
Presentatietekstschrijversnl 124747672809 Phpapp01Presentatietekstschrijversnl 124747672809 Phpapp01
Presentatietekstschrijversnl 124747672809 Phpapp01irenedeswart
 
Sprekeste Fylke I Åre
Sprekeste Fylke I ÅreSprekeste Fylke I Åre
Sprekeste Fylke I ÅreVinnende Valg
 
Agenda active learning seminar
Agenda active learning seminarAgenda active learning seminar
Agenda active learning seminarGorka Espiau
 

Viewers also liked (12)

Porta
PortaPorta
Porta
 
Digital Transformation oplæg - PlusTalks i Aarhus v/ Harald Tokerød
Digital Transformation oplæg - PlusTalks i Aarhus v/ Harald TokerødDigital Transformation oplæg - PlusTalks i Aarhus v/ Harald Tokerød
Digital Transformation oplæg - PlusTalks i Aarhus v/ Harald Tokerød
 
ใบงานแบบสำรวจและประวัติของ
ใบงานแบบสำรวจและประวัติของใบงานแบบสำรวจและประวัติของ
ใบงานแบบสำรวจและประวัติของ
 
Diploma in quality management system
Diploma in quality management systemDiploma in quality management system
Diploma in quality management system
 
What Discipline Do Worlds Most Influential People Study
What Discipline Do Worlds Most Influential People StudyWhat Discipline Do Worlds Most Influential People Study
What Discipline Do Worlds Most Influential People Study
 
Adaptive Intelligence: Dansby, Graham, Seley Final IXD Presentation
Adaptive Intelligence: Dansby, Graham, Seley Final IXD PresentationAdaptive Intelligence: Dansby, Graham, Seley Final IXD Presentation
Adaptive Intelligence: Dansby, Graham, Seley Final IXD Presentation
 
Menominee Tribe
Menominee TribeMenominee Tribe
Menominee Tribe
 
Presentatietekstschrijversnl 124747672809 Phpapp01
Presentatietekstschrijversnl 124747672809 Phpapp01Presentatietekstschrijversnl 124747672809 Phpapp01
Presentatietekstschrijversnl 124747672809 Phpapp01
 
Edu bab 5
Edu    bab 5Edu    bab 5
Edu bab 5
 
Interview tips
Interview tipsInterview tips
Interview tips
 
Sprekeste Fylke I Åre
Sprekeste Fylke I ÅreSprekeste Fylke I Åre
Sprekeste Fylke I Åre
 
Agenda active learning seminar
Agenda active learning seminarAgenda active learning seminar
Agenda active learning seminar
 

Recently uploaded

GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Hyundai Motor Group
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAndikSusilo4
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetHyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetEnjoy Anytime
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 

Recently uploaded (20)

GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & Application
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetHyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 

Utility Management Software: Integrating Data Into WindMil 8

  • 1. Integrating AMR-AMI Data into WindMil James S Cross, PE Planning Engineer Homer Electric Association Kenai, Alaska
  • 2. Improving Your WindMil Model w/ AMR/AMI • • • • Historically, planners and system operators have had very little data regarding the individual loads on a distribution system. Most distribution planning models have used (still use?) kWh billing data (energy) from a CIS system to determine the “load snapshot” (power) for the load-flow analysis. This methodology is known as load allocation. Load allocation is as much of an “art” as is system protection. There are no hard & fast rules …. every system and every case is different. Given the importance of the model loading to the load-flow results, an accurate portrayal of the system loads is critical in order to get good results.
  • 3. EA Model Improvements • The use of GIS systems at utilities has led to significant improvements in model data, and large “detailed” models have become prevalent. • Load modeling has not seen the significant data improvements that the system (impedance) models have seen. • End-of-line load data is still challenging, especially “real time” data.
  • 4. AMR/AMI Enters the Utility World • Utilities now have the ability to obtain more data from the end-of-line loads with the implementation of AMR systems. • Two-way AMR/AMI systems allow for even more information flow, as some meters can be built or programmed to detect more than just kWh usage.
  • 5. What can AMR/AMI do for me? In addition to reading kWh: • • • • • Many AMR meters capture “blinks” or momentary outage counts Voltage data Ability to create a true “monthly” kWh reading Real demand (kW) data Equipment Information This information can be used to make your WindMil model better.
  • 6. What else can AMR/AMI do for me? • • • • It can make a large model even larger You are counting on another enterprise application to get data to you correctly. If the meter data moves through multiple enterprise applications, each interface is a potential source of new data errors. It can force you to use mixed methods to populate your model: – AMR to populate 2S meter loads – Billing / GIS to populate other loads
  • 7. The question you MUST ask yourself …a
  • 8. AMI at Homer Electric • • • • • Homer Electric began implementing a Cannon Technologies AMI system in 2005. We started w/ a two substation / 300 meter pilot project. Since then we’ve deployed ~ 5,000 meters per year. Nine distribution substations will read approximately 27,000 1Ø meters on 29 feeders. All 2s meters will be changed out by year’s end. We will revisit 3Ø metering to determine scope / costs.
  • 9. AMR – WindMil Interface • WindMil can read data directly from several AMR systems by using a MultiSpeak interface. • Before using the interface, you need to contact your AMR/AMI vendor to get MultiSpeak configuration files for your enterprise software.
  • 10. AMR – WindMil Interface
  • 11. AMR – WindMil Interface
  • 12. AMR – WindMil Interface
  • 13. AMR – WindMil Interface
  • 14. Distribution System Phasing w/ AMI • • • • • Most power-line carrier (PLC) AMR systems interface some sort of communications on the primary line buses within the substations. There is some sort of coupling onto each phase of each feeder. Two-way AMR allows us to send a signal down each phase to all meters connected to that phase, and get a response back from meters that heard the signal. If we can determine which meters are on what phase, we can electrically phase our distribution feeders. If we truly know our system phasing in our WindMil model, we can then more accurately run unbalanced analysis to model what is going on with our distribution system.
  • 15. Voltage Drop – Balanced Mode
  • 16. Voltage Drop – Unbalanced Mode
  • 17. Distribution System Phasing w/ AMR • WindMil voltage-drop analyses can be run in unbalanced mode. This mode will more accurately reflect phase unbalances on your distribution system. • This affects results of: – – – – Voltage Drop Analysis Load Balance Activity Set Regulation Activity Loss Study
  • 18. Past MUC Presentations • AMR & SCADA Data in WindMil, by Jeff Wilhite (2007) • AMR Data vs. Load Allocation, by Bill Kersting (2007)