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Distribution Network Visibility
Low Carbon Networks Fund Tier 1 project
UK Power Networks & PPA Energy
Omer Khan & Sarah Carter
2012. UK Power Networks. All rights reserved
Project Background
• London Power Networks area (London) : All primary substations and more
than 9500 secondary substations equipped with Remote Terminal Units
(RTUs)
• Secondary substations RTU under-utilised
Voltage: 3 x phases
Current: 3 x phases
Total Power (kVA)
Power Factor
Real Power (kW) and direction
Reactive Power (kVAr)
Total Harmonic distortion
Air temperature
Total power in kVA
Power factor
1 x phase voltage
Air temperature
Disturbance recorder
Analogue limit excursion events
Harmonics 1-15th
• Opportunity: Maximise the utilisation of existing infrastructure
2012. UK Power Networks. All rights reserved
Project objectives:
•
Fully utilise the capabilities of the primary and secondary RTUs. Collection of
additional analogues and new functionalities.
•
Develop and demonstrate a number of visualisation tools.
•
Demonstrate the business benefits. Asset Optimisation, Planning, Connections,
Network Operations, Control.
•
Evaluate optical sensors (PowerSense).
Project highlights:
•
Automated analysis of existing data from 9500 substations available.
•
RTU upgrade has started: 350 completed, to meet target of 600 by end 2012.
•
Beta version of Distribution Network Visualisation Tool being trialled.
•
Engagement with Business Units (Planning, Connections and Asset Management) to
refine tool and start to realise benefits.
2012. UK Power Networks. All rights reserved
Analysis of Network data – Planning / Connections
Secondary substation utilisation:
•
Overview of load demand: Improve connections process.
•
Overview of load profiles: Identification of changes in load profiles with increase in LV
connected generation / heat pumps / electric vehicles.
•
Utilisation – mapping using colour pins
2012. UK Power Networks. All rights reserved
•
Load profiling – variation during the day
Analysis of Network data – Planning / Connections
Secondary substation utilisation:
•
Utilisation – variation with time
with side by side comparison
using bar charts
•
2012. UK Power Networks. All rights reserved
Utilisation – duration curve
Analysis of Network data – Planning / Connections
•
Load profiling – using colour pins on map
2012. UK Power Networks. All rights reserved
Analysis of Network data – Asset Management
Secondary Substation Ventilation:
•
Overview of substation ventilation: Identify sites which may be inadequately
ventilated or which reach extreme levels of cold.
•
Potential to prolong transformer asset life.
•
Ambient air temperatures – colour pins on map
2012. UK Power Networks. All rights reserved
Analysis of Network data – Asset Management
Primary Transformer Tap Changers:
•
•
Tap change operating time: Identify tap changer anomalies.
•
Tap change count: Inform maintenance frequency of tap changers.
Number of Tap Changer Operations in one day for each LPN Primary Transformer (Average 40)
2012. UK Power Networks. All rights reserved
Analysis of Network data – Operations / Planning
Secondary Substation Voltage:
•
High / Low Voltage investigations – colour pins on map
••
Voltage
comparison
against of
limits
Inform decisions
in respect
voltage investigations.
•
Provide information in respect of effect of LV connected generation and voltage
2012. UK Power Networks. All rights reserved
•
Voltage – Load relationship
Analysis of Network data – Planning
Secondary Substation 3Φ Voltage and Current Unbalance
•
Current Unbalance reports – Average and Maximum
•
•
Voltage Unbalance
•
Current Unbalance
Current unbalance – identification of worst case substations in respect of losses – consistent
unbalance – possible mitigation – cost / benefit
2012. UK Power Networks. All rights reserved
Analysis of Network data – Planning
Secondary Substation 3Φ Voltage Total Harmonic Distortion
(THD)
Utilisation
•
Relationship with load / network configuration.
•
Helps with RTU alarm settings with a view to obtaining individual harmonic data over
defined levels/periods
2012. UK Power Networks. All rights reserved
Generation Detection
•
Powersense monitoring trial:
Connected at 11kV at water supply
works with generation
•
Secondary transformer load profile:
Large PV (150kW) installation secondary
substation load vs solar radiation
Load on
secondary
transformer
Solar
radiation
PowerSense Optical Sensor
2012. UK Power Networks. All rights reserved
Data Cleansing
•
Data quality affects analysis e.g. long term maximum/average/minimum figures.
•
Data cleansing algorithms developed to detect and remove anomalies where possible.
Spikes
Missing data
+/- spikes
Dropping out
Data anomaliesNon
zero
Spike
gap
2012. UK Power Networks. All rights reserved
Gap
Scale fa
change
Measurement observations
•
•
Half Hour averaging of power factor – variation between leading and lagging – half
hour average incorrect.
Current Transformer (CT) location on one of two parallel cables between secondary
transformer and LV board. RTU doubles reading – apparent unbalance if cables not
sharing current
Transformer
Dual LV
Cable/Tail
Current
Transformer
Voltage Fuse
2012. UK Power Networks. All rights reserved
Next Steps
•
•
•
•
Further engagement with business units;
Additional development in respect of usability required;
Investigations of additional RTU functionality in respect of alarms and event recording
continuing;
Integrated phase to start shortly,
– interfaces with existing databases and applications e.g Asset Data, Geographical
Network Data.
– additional functionality to be added to application.
2012. UK Power Networks. All rights reserved
Thank You – Any Questions?
2012. UK Power Networks. All rights reserved