SlideShare a Scribd company logo
ArcSense® Study
PSEG Long Island, TESCO, L+G
Project Background
• PSEG LI
– 1.2 million connected customers (electric)
– Fully AMI deployed, L+G Gridstream
o Deployment commenced: 2018
o Deployment completed: Spring 2022
• TESCO
– Developed ArcSense® technology in-house
– Worked with L+G to provide as a formal offering
– PSEG LI offered to run a pilot program of ~4,500
meters
– Pilot launched in Fall 2021
• L+G
– Provided platform and access to load profile data
for arc reads
– Incorporating the technology into their next gen,
Revelo® meter
2
ArcSense® Pilot
• Collaboration between PSEG Long Island,
TESCO, and Landis + Gyr
• Pilot project included a total of ~4,500 meters
in the field at various locations
• New technology developed by TESCO is
integrated into an L+G Focus Meter
• The board detects the RF signature of a
micro-arc
• Micro-arc data is captured and relayed within
the load-profile data
– Load-profile reporting was an open channel to
provide the additional micro-arc data for reporting
analysis
3
• Max arc count
• Sum of arc count
• Maximum temperature and
timestamp
• Estimated blade temperature
4
Additional Load Profile Data in Daily Report
L+G Head
End System
Automated
Report
Analysts /
Engineers
Field
Investigation
Meter with LP
Data
5
Tableau Data
6
Tableau Data
• Meters were selected based on
below criteria:
– High arc count: >100 arcs
– Days of high arc: >=14 days
• Meters prioritized by number of days
they appeared on Arc Sense Report
– Priority 1 = 40-95 days of high arc
– Priority 2 = 20-39 days of high arc
– Priority 3 = 14-19 days of high arc
• Some meters with anomalous data
profiles (high average arc counts or
abnormal temp readings) were
moved up in priority level
7
Arc Sense Priority List
Priority Classifications
• Priority 1 – 15 sites, 13 investigations showed issues at the site, 7 hot-socket
compromised
• Priority 2 – 23 sites, 18 investigations showed issues at the site, 5 hot-socket
compromised
• Priority 3 – 19 sites, 8 investigations showed issues at the site, 2 hot-socket
compromised
8
Priority Classifications
• Priority 1 – 15 sites, 13 investigations showed issues at the site, 7 hot-socket
compromised
• Priority 2 – 23 sites, 18 investigations showed issues at the site, 5 hot-socket
compromised
• Priority 3 – 19 sites, 8 investigations showed issues at the site, 2 hot-socket
compromised
9
Priority Classifications
• Priority 1 – 15 sites, 13 investigations showed issues at the site, 7 hot-socket
compromised
• Priority 2 – 23 sites, 18 investigations showed issues at the site, 5 hot-socket
compromised
• Priority 3 – 19 sites, 8 investigations showed issues at the site, 2 hot-socket
compromised
10
• PSEG Long Island Technicians and
Engineers performed site visits
• Recorded various site conditions and
measurements from each meter:
– Condition of meter pan, conduit, weather-
head, and secondary wires
– Voltage and amperage
– IR temperature reading on face of meter
and on jaws
– RF reading in area of meter
• Field Tools:
– IR temperature laser
– TESCO jaw tester
– Multimeter
– RF meter
11
Field Investigations
• Days on report with >100 Max Arc Count: 16
• Average arc count: 160
• Max Arc Count: 320
• Arc Sense Priority Level 3
12
Meter 51****48 – Discoloration on Meter Blade
• No previous reports of overheating or rise in temperature
• Pitting on meter blade
• Meter pan did not show any signs of damage or excessive
weathering
• Days on report with >100
Max Arc Count: 43
• Average arc count: 305
• Max Arc Count: 534
• Arc Sense Priority Level 1
• No previous reports of
overheating or rise in
temperature
13
Meter 51****35 – Discoloration on Meter Blade
• Originally a non-Arc Sense meter was at property
• Meter was reported by Analyst to indicate high temperature alerts
• Arc Sense meter was installed in Spring 2022 after high temperature alerts
• Arc count and temperature readings were high enough to warrant
investigation
• Found brittle jaws inside meter pan; meter pan was replaced as a result
14
Meter 51****18 – High Temperature Alerts
• Days on report with >100 Max Arc Count: 18
• Average arc count: 278
• Max Arc Count: 539
• Arc Sense Priority Level 3
15
Meter 51****26 – Meter Pan with Recessed Jaws
• No previous reports of overheating or rise in temperature
• Recessed springs and discoloration on the jaws
• Damaged neutral (as if someone tried to fix the jaws and an
uninsulated screwdriver made contact between phase/neutral)
• Days on report with >100 Max Arc Count: 43
• Average arc count: 233
• Max Arc Count: 473
• Arc Sense Priority Level 1
16
Meter 51****14 – Conduit Allowing Water
• No previous reports of overheating or rise in
temperature
• Conduit allowed water to enter into the meter pan
• Screw terminal at C-phase load side was rusted and
deteriorating
• Meter produced arcs when reinstalled
• Days on report with >100 Max Arc Count: 35
• Average arc count: 355
• Max Arc Count: 1601
• Investigation Priority Level: 2*
– Moved to priority 1 based on recent top arc counts
• No previous reports of overheating or rise in temperature
• Meter not removed because customer was not home and
it was a non-bypass pan
• Technician found damage to weather-head conduit
17
Meter 51****55 – Weather-head Conduit Damage
• Days on report with >100 Max Arc Count: 56
• Average arc count: 247
• Max Arc Count: 625
• Arc Sense Priority Level 1
18
Meter 51****25 – Weather-head + Wire Repair Points
• No previous reports of overheating or rise in
temperature
• Damage at weather-head conduit
• Found repair points on neutral at triplex to house
• Days on report with >100 Max Arc
Count: 93
• Average arc count: 236
• Max Arc Count: 349
• Arc Sense Priority Level 1
• No previous reports of overheating or
rise in temperature
• Technician found broken ceramic on the
foundation inside the meter pan
19
Meter 51****25 – Broken Ceramic Inside Meter Pan
Key Pilot Insights
• Value in Arc Detection, Data, and Manpower
– Arc Detection: helps to identify meters that may have safety issues
o Uses load-profile channel to push as data
– Data: allows for analytics to identify trends and identify quality issues
o Pushed as daily report via L+G head-end to be interpreted by manpower
– Manpower: Analyzes data, informs field force, provides investigation and response to
potentially unsafe situations
• Specific problems that were identified in this study:
– Brittle jaws & recessed jaws
– Water damage
– Hot socket situations
o Current & future
• In the short duration of this project, customers have been notified and pan was
replaced, thereby avoiding a dangerous situation in the field
20
Looking Forward
• Continuing to evolve
– Prioritization Process
– Tableau Dashboard
– Field Force Checklist
o Meter Manager Field Client
– Round table results with additional Arc Sense deployments
21
Thank You
• Comments
• Questions

More Related Content

What's hot

Network Functions
Network FunctionsNetwork Functions
Network Functions
Amarjeet Singh Jamwal
 
File 1 power system fault analysis
File 1 power system fault analysisFile 1 power system fault analysis
File 1 power system fault analysis
kirkusawi
 
3phase circuits
3phase circuits3phase circuits
3phase circuits
Pradeepa M
 
motors_and_generators.ppt
motors_and_generators.pptmotors_and_generators.ppt
motors_and_generators.ppt
RaeSteven
 
Mathematical models of electric machines
Mathematical models of electric machinesMathematical models of electric machines
Mathematical models of electric machines
vijayabhaskar83
 
Passive filters
Passive filtersPassive filters
Passive filters
Rania H
 
Network theorems
Network theoremsNetwork theorems
Network theorems
KC College
 
Introduction to Power Electronics
Introduction to Power ElectronicsIntroduction to Power Electronics
Introduction to Power Electronics
PaulTheHuman1
 
Measurement of resistance
Measurement of resistanceMeasurement of resistance
Measurement of resistance
ANKUR GHEEWALA
 
Push pull class b amplifier
Push pull class b amplifierPush pull class b amplifier
Push pull class b amplifier
RAGHAVI S
 
Feedback amplifiers
Feedback amplifiersFeedback amplifiers
Feedback amplifiers
Arul Murugan
 
Conductor material and ferranti effect
Conductor material and ferranti effectConductor material and ferranti effect
Conductor material and ferranti effect
AbhishekLalkiya
 
What is a buchholz relay
What is a buchholz relayWhat is a buchholz relay
What is a buchholz relay
Dr.Raja Masood Larik
 
Instrument transformer CT & PT
Instrument transformer CT & PTInstrument transformer CT & PT
Instrument transformer CT & PT
Chandan Singh
 
Power flow solution
Power flow solutionPower flow solution
Power flow solution
Balaram Das
 
Lecture 8
Lecture 8Lecture 8
Lecture 8
Forward2025
 
Symmertical components
Symmertical componentsSymmertical components
Symmertical components
Uday Wankar
 
Alternator losses and efficiency
Alternator losses and efficiencyAlternator losses and efficiency
Alternator losses and efficiency
Jessica Laine Tumbaga
 
Applied Electronics - Power Supply
Applied Electronics - Power SupplyApplied Electronics - Power Supply
Applied Electronics - Power Supply
Swapnil Agrawal
 
Balanced faults
Balanced faultsBalanced faults
Balanced faults
RODGERS MARIGA
 

What's hot (20)

Network Functions
Network FunctionsNetwork Functions
Network Functions
 
File 1 power system fault analysis
File 1 power system fault analysisFile 1 power system fault analysis
File 1 power system fault analysis
 
3phase circuits
3phase circuits3phase circuits
3phase circuits
 
motors_and_generators.ppt
motors_and_generators.pptmotors_and_generators.ppt
motors_and_generators.ppt
 
Mathematical models of electric machines
Mathematical models of electric machinesMathematical models of electric machines
Mathematical models of electric machines
 
Passive filters
Passive filtersPassive filters
Passive filters
 
Network theorems
Network theoremsNetwork theorems
Network theorems
 
Introduction to Power Electronics
Introduction to Power ElectronicsIntroduction to Power Electronics
Introduction to Power Electronics
 
Measurement of resistance
Measurement of resistanceMeasurement of resistance
Measurement of resistance
 
Push pull class b amplifier
Push pull class b amplifierPush pull class b amplifier
Push pull class b amplifier
 
Feedback amplifiers
Feedback amplifiersFeedback amplifiers
Feedback amplifiers
 
Conductor material and ferranti effect
Conductor material and ferranti effectConductor material and ferranti effect
Conductor material and ferranti effect
 
What is a buchholz relay
What is a buchholz relayWhat is a buchholz relay
What is a buchholz relay
 
Instrument transformer CT & PT
Instrument transformer CT & PTInstrument transformer CT & PT
Instrument transformer CT & PT
 
Power flow solution
Power flow solutionPower flow solution
Power flow solution
 
Lecture 8
Lecture 8Lecture 8
Lecture 8
 
Symmertical components
Symmertical componentsSymmertical components
Symmertical components
 
Alternator losses and efficiency
Alternator losses and efficiencyAlternator losses and efficiency
Alternator losses and efficiency
 
Applied Electronics - Power Supply
Applied Electronics - Power SupplyApplied Electronics - Power Supply
Applied Electronics - Power Supply
 
Balanced faults
Balanced faultsBalanced faults
Balanced faults
 

Similar to Arc Sense Study

Cabos_5.1.pdf
Cabos_5.1.pdfCabos_5.1.pdf
Cabos_5.1.pdf
RafikCherni
 
Design drivers for monitoring critical infrastructure
Design drivers for monitoring critical infrastructureDesign drivers for monitoring critical infrastructure
Design drivers for monitoring critical infrastructure
James Bemrose
 
Pulse webinar, 5 HVAC Energy Wasters
Pulse webinar, 5 HVAC Energy WastersPulse webinar, 5 HVAC Energy Wasters
Pulse webinar, 5 HVAC Energy Wasters
Pulse Energy
 
Vanjen Group IntelliSAW Overview 2018
Vanjen Group IntelliSAW Overview 2018Vanjen Group IntelliSAW Overview 2018
Vanjen Group IntelliSAW Overview 2018
kreynolds4857
 
Transformer Failure Due to Circuit Breaker Induced Switching Transients
Transformer Failure Due to Circuit Breaker Induced Switching TransientsTransformer Failure Due to Circuit Breaker Induced Switching Transients
Transformer Failure Due to Circuit Breaker Induced Switching Transients
michaeljmack
 
GRADED UNIT POWERPOINT FINISHED!!!!!
GRADED UNIT POWERPOINT FINISHED!!!!!GRADED UNIT POWERPOINT FINISHED!!!!!
GRADED UNIT POWERPOINT FINISHED!!!!!Patrick O'Donnell
 
Nanowire thermocouple
Nanowire thermocouple Nanowire thermocouple
Nanowire thermocouple
Gokul G Nair
 
Lm 80 best practices - 06062016v2
Lm 80 best practices - 06062016v2Lm 80 best practices - 06062016v2
Lm 80 best practices - 06062016v2
Ashlee Palka
 
Significant incident review 415 v arc flash - Michael Wood
Significant incident review   415 v arc flash - Michael WoodSignificant incident review   415 v arc flash - Michael Wood
Significant incident review 415 v arc flash - Michael Wood
NSW Environment and Planning
 
Michael Wood - Loader electric shocks, a case study
Michael Wood - Loader electric shocks, a case studyMichael Wood - Loader electric shocks, a case study
Michael Wood - Loader electric shocks, a case study
NSW Environment and Planning
 
Subsea pipelines the remotely welded retrofit tee for hot tap applications ...
Subsea pipelines the remotely welded retrofit tee for hot tap applications   ...Subsea pipelines the remotely welded retrofit tee for hot tap applications   ...
Subsea pipelines the remotely welded retrofit tee for hot tap applications ...
Neil Woodward
 
The Challenge of Legacy Assets
The Challenge of Legacy AssetsThe Challenge of Legacy Assets
The Challenge of Legacy Assets
James Bemrose
 
Transformer Expert Overview Presentation v1.0.pptx
Transformer Expert Overview Presentation v1.0.pptxTransformer Expert Overview Presentation v1.0.pptx
Transformer Expert Overview Presentation v1.0.pptx
JosueSannyMedina
 
TechAdvantage 2017 Hot Socket Issues - Causes and Best Practices
TechAdvantage 2017 Hot Socket Issues - Causes and Best PracticesTechAdvantage 2017 Hot Socket Issues - Causes and Best Practices
TechAdvantage 2017 Hot Socket Issues - Causes and Best Practices
TESCO - The Eastern Specialty Company
 
How to calibrate an ir thermometer, frank liebmann, 2013 05-07
How to calibrate an ir thermometer, frank liebmann, 2013 05-07How to calibrate an ir thermometer, frank liebmann, 2013 05-07
How to calibrate an ir thermometer, frank liebmann, 2013 05-07Jesus Enrique Oliva Salazar
 
RESUME (01-26-16)
RESUME (01-26-16)RESUME (01-26-16)
RESUME (01-26-16)Rex Arthur
 
Tct ccs master 180917 rev b
Tct ccs master 180917 rev bTct ccs master 180917 rev b
Tct ccs master 180917 rev b
Damian Connelly
 
Ny psc 2017 hot socket issues causes and best practices 1-26-17
Ny psc 2017 hot socket issues causes and best practices 1-26-17Ny psc 2017 hot socket issues causes and best practices 1-26-17
Ny psc 2017 hot socket issues causes and best practices 1-26-17
TESCO - The Eastern Specialty Company
 
NYSEMEC 2017 Hot Socket Detector 10.11.17
NYSEMEC 2017 Hot Socket Detector 10.11.17NYSEMEC 2017 Hot Socket Detector 10.11.17
NYSEMEC 2017 Hot Socket Detector 10.11.17
TESCO - The Eastern Specialty Company
 
Peter Vaessen en Marc Achterkamp, KEMA
Peter Vaessen en Marc Achterkamp, KEMAPeter Vaessen en Marc Achterkamp, KEMA
Peter Vaessen en Marc Achterkamp, KEMA
Dutch Power
 

Similar to Arc Sense Study (20)

Cabos_5.1.pdf
Cabos_5.1.pdfCabos_5.1.pdf
Cabos_5.1.pdf
 
Design drivers for monitoring critical infrastructure
Design drivers for monitoring critical infrastructureDesign drivers for monitoring critical infrastructure
Design drivers for monitoring critical infrastructure
 
Pulse webinar, 5 HVAC Energy Wasters
Pulse webinar, 5 HVAC Energy WastersPulse webinar, 5 HVAC Energy Wasters
Pulse webinar, 5 HVAC Energy Wasters
 
Vanjen Group IntelliSAW Overview 2018
Vanjen Group IntelliSAW Overview 2018Vanjen Group IntelliSAW Overview 2018
Vanjen Group IntelliSAW Overview 2018
 
Transformer Failure Due to Circuit Breaker Induced Switching Transients
Transformer Failure Due to Circuit Breaker Induced Switching TransientsTransformer Failure Due to Circuit Breaker Induced Switching Transients
Transformer Failure Due to Circuit Breaker Induced Switching Transients
 
GRADED UNIT POWERPOINT FINISHED!!!!!
GRADED UNIT POWERPOINT FINISHED!!!!!GRADED UNIT POWERPOINT FINISHED!!!!!
GRADED UNIT POWERPOINT FINISHED!!!!!
 
Nanowire thermocouple
Nanowire thermocouple Nanowire thermocouple
Nanowire thermocouple
 
Lm 80 best practices - 06062016v2
Lm 80 best practices - 06062016v2Lm 80 best practices - 06062016v2
Lm 80 best practices - 06062016v2
 
Significant incident review 415 v arc flash - Michael Wood
Significant incident review   415 v arc flash - Michael WoodSignificant incident review   415 v arc flash - Michael Wood
Significant incident review 415 v arc flash - Michael Wood
 
Michael Wood - Loader electric shocks, a case study
Michael Wood - Loader electric shocks, a case studyMichael Wood - Loader electric shocks, a case study
Michael Wood - Loader electric shocks, a case study
 
Subsea pipelines the remotely welded retrofit tee for hot tap applications ...
Subsea pipelines the remotely welded retrofit tee for hot tap applications   ...Subsea pipelines the remotely welded retrofit tee for hot tap applications   ...
Subsea pipelines the remotely welded retrofit tee for hot tap applications ...
 
The Challenge of Legacy Assets
The Challenge of Legacy AssetsThe Challenge of Legacy Assets
The Challenge of Legacy Assets
 
Transformer Expert Overview Presentation v1.0.pptx
Transformer Expert Overview Presentation v1.0.pptxTransformer Expert Overview Presentation v1.0.pptx
Transformer Expert Overview Presentation v1.0.pptx
 
TechAdvantage 2017 Hot Socket Issues - Causes and Best Practices
TechAdvantage 2017 Hot Socket Issues - Causes and Best PracticesTechAdvantage 2017 Hot Socket Issues - Causes and Best Practices
TechAdvantage 2017 Hot Socket Issues - Causes and Best Practices
 
How to calibrate an ir thermometer, frank liebmann, 2013 05-07
How to calibrate an ir thermometer, frank liebmann, 2013 05-07How to calibrate an ir thermometer, frank liebmann, 2013 05-07
How to calibrate an ir thermometer, frank liebmann, 2013 05-07
 
RESUME (01-26-16)
RESUME (01-26-16)RESUME (01-26-16)
RESUME (01-26-16)
 
Tct ccs master 180917 rev b
Tct ccs master 180917 rev bTct ccs master 180917 rev b
Tct ccs master 180917 rev b
 
Ny psc 2017 hot socket issues causes and best practices 1-26-17
Ny psc 2017 hot socket issues causes and best practices 1-26-17Ny psc 2017 hot socket issues causes and best practices 1-26-17
Ny psc 2017 hot socket issues causes and best practices 1-26-17
 
NYSEMEC 2017 Hot Socket Detector 10.11.17
NYSEMEC 2017 Hot Socket Detector 10.11.17NYSEMEC 2017 Hot Socket Detector 10.11.17
NYSEMEC 2017 Hot Socket Detector 10.11.17
 
Peter Vaessen en Marc Achterkamp, KEMA
Peter Vaessen en Marc Achterkamp, KEMAPeter Vaessen en Marc Achterkamp, KEMA
Peter Vaessen en Marc Achterkamp, KEMA
 

Recently uploaded

Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
gerogepatton
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
Jayaprasanna4
 
road safety engineering r s e unit 3.pdf
road safety engineering  r s e unit 3.pdfroad safety engineering  r s e unit 3.pdf
road safety engineering r s e unit 3.pdf
VENKATESHvenky89705
 
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
MdTanvirMahtab2
 
ASME IX(9) 2007 Full Version .pdf
ASME IX(9)  2007 Full Version       .pdfASME IX(9)  2007 Full Version       .pdf
ASME IX(9) 2007 Full Version .pdf
AhmedHussein950959
 
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Dr.Costas Sachpazis
 
DESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docxDESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docx
FluxPrime1
 
Standard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - NeometrixStandard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - Neometrix
Neometrix_Engineering_Pvt_Ltd
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
Amil Baba Dawood bangali
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
Massimo Talia
 
ML for identifying fraud using open blockchain data.pptx
ML for identifying fraud using open blockchain data.pptxML for identifying fraud using open blockchain data.pptx
ML for identifying fraud using open blockchain data.pptx
Vijay Dialani, PhD
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
ydteq
 
English lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdfEnglish lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdf
BrazilAccount1
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
AJAYKUMARPUND1
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
Osamah Alsalih
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
Robbie Edward Sayers
 
AP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specificAP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specific
BrazilAccount1
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Sreedhar Chowdam
 
ethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.pptethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.ppt
Jayaprasanna4
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
JoytuBarua2
 

Recently uploaded (20)

Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
 
road safety engineering r s e unit 3.pdf
road safety engineering  r s e unit 3.pdfroad safety engineering  r s e unit 3.pdf
road safety engineering r s e unit 3.pdf
 
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
 
ASME IX(9) 2007 Full Version .pdf
ASME IX(9)  2007 Full Version       .pdfASME IX(9)  2007 Full Version       .pdf
ASME IX(9) 2007 Full Version .pdf
 
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
 
DESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docxDESIGN A COTTON SEED SEPARATION MACHINE.docx
DESIGN A COTTON SEED SEPARATION MACHINE.docx
 
Standard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - NeometrixStandard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - Neometrix
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
 
ML for identifying fraud using open blockchain data.pptx
ML for identifying fraud using open blockchain data.pptxML for identifying fraud using open blockchain data.pptx
ML for identifying fraud using open blockchain data.pptx
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
 
English lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdfEnglish lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdf
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
 
AP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specificAP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specific
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
 
ethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.pptethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.ppt
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
 

Arc Sense Study

  • 1. ArcSense® Study PSEG Long Island, TESCO, L+G
  • 2. Project Background • PSEG LI – 1.2 million connected customers (electric) – Fully AMI deployed, L+G Gridstream o Deployment commenced: 2018 o Deployment completed: Spring 2022 • TESCO – Developed ArcSense® technology in-house – Worked with L+G to provide as a formal offering – PSEG LI offered to run a pilot program of ~4,500 meters – Pilot launched in Fall 2021 • L+G – Provided platform and access to load profile data for arc reads – Incorporating the technology into their next gen, Revelo® meter 2
  • 3. ArcSense® Pilot • Collaboration between PSEG Long Island, TESCO, and Landis + Gyr • Pilot project included a total of ~4,500 meters in the field at various locations • New technology developed by TESCO is integrated into an L+G Focus Meter • The board detects the RF signature of a micro-arc • Micro-arc data is captured and relayed within the load-profile data – Load-profile reporting was an open channel to provide the additional micro-arc data for reporting analysis 3
  • 4. • Max arc count • Sum of arc count • Maximum temperature and timestamp • Estimated blade temperature 4 Additional Load Profile Data in Daily Report L+G Head End System Automated Report Analysts / Engineers Field Investigation Meter with LP Data
  • 7. • Meters were selected based on below criteria: – High arc count: >100 arcs – Days of high arc: >=14 days • Meters prioritized by number of days they appeared on Arc Sense Report – Priority 1 = 40-95 days of high arc – Priority 2 = 20-39 days of high arc – Priority 3 = 14-19 days of high arc • Some meters with anomalous data profiles (high average arc counts or abnormal temp readings) were moved up in priority level 7 Arc Sense Priority List
  • 8. Priority Classifications • Priority 1 – 15 sites, 13 investigations showed issues at the site, 7 hot-socket compromised • Priority 2 – 23 sites, 18 investigations showed issues at the site, 5 hot-socket compromised • Priority 3 – 19 sites, 8 investigations showed issues at the site, 2 hot-socket compromised 8
  • 9. Priority Classifications • Priority 1 – 15 sites, 13 investigations showed issues at the site, 7 hot-socket compromised • Priority 2 – 23 sites, 18 investigations showed issues at the site, 5 hot-socket compromised • Priority 3 – 19 sites, 8 investigations showed issues at the site, 2 hot-socket compromised 9
  • 10. Priority Classifications • Priority 1 – 15 sites, 13 investigations showed issues at the site, 7 hot-socket compromised • Priority 2 – 23 sites, 18 investigations showed issues at the site, 5 hot-socket compromised • Priority 3 – 19 sites, 8 investigations showed issues at the site, 2 hot-socket compromised 10
  • 11. • PSEG Long Island Technicians and Engineers performed site visits • Recorded various site conditions and measurements from each meter: – Condition of meter pan, conduit, weather- head, and secondary wires – Voltage and amperage – IR temperature reading on face of meter and on jaws – RF reading in area of meter • Field Tools: – IR temperature laser – TESCO jaw tester – Multimeter – RF meter 11 Field Investigations
  • 12. • Days on report with >100 Max Arc Count: 16 • Average arc count: 160 • Max Arc Count: 320 • Arc Sense Priority Level 3 12 Meter 51****48 – Discoloration on Meter Blade • No previous reports of overheating or rise in temperature • Pitting on meter blade • Meter pan did not show any signs of damage or excessive weathering
  • 13. • Days on report with >100 Max Arc Count: 43 • Average arc count: 305 • Max Arc Count: 534 • Arc Sense Priority Level 1 • No previous reports of overheating or rise in temperature 13 Meter 51****35 – Discoloration on Meter Blade
  • 14. • Originally a non-Arc Sense meter was at property • Meter was reported by Analyst to indicate high temperature alerts • Arc Sense meter was installed in Spring 2022 after high temperature alerts • Arc count and temperature readings were high enough to warrant investigation • Found brittle jaws inside meter pan; meter pan was replaced as a result 14 Meter 51****18 – High Temperature Alerts
  • 15. • Days on report with >100 Max Arc Count: 18 • Average arc count: 278 • Max Arc Count: 539 • Arc Sense Priority Level 3 15 Meter 51****26 – Meter Pan with Recessed Jaws • No previous reports of overheating or rise in temperature • Recessed springs and discoloration on the jaws • Damaged neutral (as if someone tried to fix the jaws and an uninsulated screwdriver made contact between phase/neutral)
  • 16. • Days on report with >100 Max Arc Count: 43 • Average arc count: 233 • Max Arc Count: 473 • Arc Sense Priority Level 1 16 Meter 51****14 – Conduit Allowing Water • No previous reports of overheating or rise in temperature • Conduit allowed water to enter into the meter pan • Screw terminal at C-phase load side was rusted and deteriorating • Meter produced arcs when reinstalled
  • 17. • Days on report with >100 Max Arc Count: 35 • Average arc count: 355 • Max Arc Count: 1601 • Investigation Priority Level: 2* – Moved to priority 1 based on recent top arc counts • No previous reports of overheating or rise in temperature • Meter not removed because customer was not home and it was a non-bypass pan • Technician found damage to weather-head conduit 17 Meter 51****55 – Weather-head Conduit Damage
  • 18. • Days on report with >100 Max Arc Count: 56 • Average arc count: 247 • Max Arc Count: 625 • Arc Sense Priority Level 1 18 Meter 51****25 – Weather-head + Wire Repair Points • No previous reports of overheating or rise in temperature • Damage at weather-head conduit • Found repair points on neutral at triplex to house
  • 19. • Days on report with >100 Max Arc Count: 93 • Average arc count: 236 • Max Arc Count: 349 • Arc Sense Priority Level 1 • No previous reports of overheating or rise in temperature • Technician found broken ceramic on the foundation inside the meter pan 19 Meter 51****25 – Broken Ceramic Inside Meter Pan
  • 20. Key Pilot Insights • Value in Arc Detection, Data, and Manpower – Arc Detection: helps to identify meters that may have safety issues o Uses load-profile channel to push as data – Data: allows for analytics to identify trends and identify quality issues o Pushed as daily report via L+G head-end to be interpreted by manpower – Manpower: Analyzes data, informs field force, provides investigation and response to potentially unsafe situations • Specific problems that were identified in this study: – Brittle jaws & recessed jaws – Water damage – Hot socket situations o Current & future • In the short duration of this project, customers have been notified and pan was replaced, thereby avoiding a dangerous situation in the field 20
  • 21. Looking Forward • Continuing to evolve – Prioritization Process – Tableau Dashboard – Field Force Checklist o Meter Manager Field Client – Round table results with additional Arc Sense deployments 21