analytics enters the grid domain · data innovation summit – stockholm, march 14th 2019....
TRANSCRIPT
![Page 1: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/1.jpg)
Data Innovation Summit – Stockholm, March 14th 2019
Analytics Enters the Grid DomainPer-Oddvar Osland, Manager Analytics, Agder Energi Nett
How BI and analytics transform a utility company
![Page 2: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/2.jpg)
Our Mission:We deliver clean energyto make the society function – now and for the future
![Page 3: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/3.jpg)
The transformation story: Choices, lessons and success criteria
2010 2019Smart metering roll out
![Page 4: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/4.jpg)
Contents
Set a strategyTake control over data handlingEngage employees
![Page 5: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/5.jpg)
Contents
Set a strategyTake control over data handlingEngage employees
![Page 6: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/6.jpg)
Strategy 2010: Fully digitize the grid to maximize benefits
Smart metering roll-out – a great possibility to fully digitize the electrical gridSmart Metering regulations cover only customer level.Substations in distribution grid not covered – additional investment necessary
Transport
Regional
Distribusjon
Instrumentation already in place –but update needed
Instrumentation covered by Smart Metering regulations
Customer
No existing instrumentationNot covered by smart Metering regulationAdditional investment necessary
![Page 7: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/7.jpg)
Strategy 2010: Business cases
Voltage qualityDiscover areas / periods with capacity
constraints. Choose the right operational
means to meet challenges. Better planning
when building / extending grid.
Energy and power balanceDiscover loss in low voltage grid –
technical vs non-technical loss.
Ground fault/interruptionsQuick and cost-effective failure correction.
Improved safety.
Substation surveillanceTemperature, moisture, switch position,
open doors, …
Demand responseMotivate customers to distribute grid load.
![Page 8: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/8.jpg)
Instrumentation / digitization
8300 Installations at substations
• El. Meter: Kamstrup Ominpower• Multi-instrument IME Nemo D4-Le• Ground fault sensor• Additional I/O ports for sensors• Communication: Mobile (3G/2G)
200 000 Installations at customer premises
• El. Meter: Kamstrup Ominpower• Communication: Radio Mesh
460 Installations in regional grid
• Main transformation stations, productionplants, and large customers (High Voltage)
• El. Meter: Cewe prometer 100• Communication: Fixed broadband or Mobile
(4G)
![Page 9: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/9.jpg)
Nettstasjonsbalanse
Energy sent from the substationEnergy delivered to customers
Loss (%)
Energy loss between substation and customer
![Page 10: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/10.jpg)
Monitor substation load
Substation load
Thresholds120 %
100%
![Page 11: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/11.jpg)
Strategy 2010: Fully digitize the grid
Benfits1. Detect and handle energy loss between substation and
customers2. Monitor substation load, make preventive actions3. Monitor ground fault and interruptions4. And many more …
Success criteria: Business case -> Investment decision -> full grid instrumentation
Business cases have so far been justified. New and unforseen benefits have been obtained.
![Page 12: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/12.jpg)
Contents
Set a strategyTake control over data handlingEngage employees
![Page 13: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/13.jpg)
Strategy 2015: Use existing systems for data handling
«We already have too many systems. Let us use them to handle new data!»
Grid info system
SCADA &DMS Work order
Customer info system
Mellomvare
Meter value system
Settlement & Billing
3.part (display, mv.)
Substationmetering
Meter CommunicationRadio Mesh / GPRS Central system
DMS Distribution Management SystemSCADA Supervisory Control And Data Acquisition
Field worker
![Page 14: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/14.jpg)
Strategy 2016: Establish new platform for data analysis
Analytics platformVisualize and analyze
![Page 15: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/15.jpg)
Transport
Regional
Distribution8300
Data Scientist
Domainexperts
Data
Tools
Competence
Customers200 000
Take control on own data managementClose sooperation between domain experts and data scientists is vital!
![Page 16: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/16.jpg)
Contents
Set a strategyTake control over data handlingEngage employees
![Page 17: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/17.jpg)
New work methods necessary to enable
InvolveShow benefitsEncourage own development
![Page 18: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/18.jpg)
Example of extra benefit: Prosumer overview
Agderposten 28.08.2018
![Page 19: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/19.jpg)
Summary
Tbd …
![Page 21: Analytics Enters the Grid Domain · Data Innovation Summit – Stockholm, March 14th 2019. Analytics Enters the Grid Domain. Per-Oddvar Osland, Manager Analytics, Agder Energi Nett](https://reader035.vdocument.in/reader035/viewer/2022071114/5fead840fbdbc1505015fe91/html5/thumbnails/21.jpg)