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CONSORT: The Bruny Island Battery Trial
Evan Franklin - University of Tasmania / The Australian National University
Dane Merkel - TasNetworks
IPS Connect Conference, 17 November 2017
Rise of BTM Batteries
2
2
Cumulative installed battery capacity
(GWh) in Australia, 2015 to 2040
Source: BNEF New Energy Outlook 2015
• Drivers
– PV and battery price trajectories
– Retail energy arbitrage
– Demand-based tariffs
• Impact of 20 GW
– 2.5M homes (1 in 5)
– 35% of NEM generation capacity
– cannot be left to act uncoordinated!
• Role in meeting system needs
– generation/load matching
– power flow management
– voltage management
– frequency stability
Several possible solutions are getting attention at the moment:
• Virtual Power Plant / Aggregation approach (VPP)
• Distribution market trading exchange platforms (deX)
• Peer-to-peer trading models (P2P)
But these all suffer from one or more significant shortfalls:
➢ Do not consider network (line, transformer) constraints
➢ Do not consider impact of actions on network state
➢ Do not consider locational value of distributed resources
➢ Generally apply actions to all resources equally, even if inefficient
➢ Require central ‘control’ / computationally unfeasible at massive scale
➢ Requires detailed state knowledge / compromises privacy of data
 Network Aware Coordination (NAC) aims to solve these
Solving the Coordination Problem
3
NAC / CONSORT approach
4
Project will address three main research questions:
1. How to optimally coordinate a large number of battery systems?
2. How to fairly reward consumers for supporting the network?
3. How do consumers respond / adapt to the technology and to helping the network?
 CONSORT is an ARENA ‘R&D Rnd2’ project: $2.9m funding, Apr 2016 – Apr 2019
 CONSORT is a collaboration between three universities (ANU, Usyd, UTAS), one battery
technology provider (Reposit Power) and the DNSP (Tasnetworks)
 NAC is being deployed via a trial deployment of ~35 PV and battery systems on
TasNetworks’ network on Bruny Island in SE Tasmania.
 Network Aware Coordination (NAC) aims to solve these
Bruny Island
5
• ARENA funded
• Under Research & Development round
• 3 year research/2 year trial
• Manage cable load and Diesel use
• Collaboration: ANU, USyd, UTAS, Reposit Power,
TasNetworks
• ~150 kW battery capacity
• ~32 customers
Bruny Trial On a Page
6
• Future batteries need to be ‘smart’
For customer led future
• But what does ‘smart’ mean?
“Does it do what I want it to?”
• And how do we help customers work it out?
“One size fits all is probably wrong”
Why is it important to TasNetworks?
7
Bruny Island today!
8
Bruny demand data
 Peak demand always occurs during holiday periods and weekends
 Morning and evening peaks all year round (no coincidence with PV)
 Diesel required for both peaks, no one of them is always larger
An example of a peak period (June long weekend 2016):
Bruny Island today!
9
Occurs about 20
times per year
Bruny demand data
 Peak demand always occurs during holiday periods and weekends
 Morning and evening peaks all year round (no coincidence with PV)
 Diesel required for both peaks, no one of them is always larger
An example of a peak period (June long weekend 2016):
Network-Aware Coordination
10
• Battery Coordination Mechanism
– optimally schedules batteries
– network-aware: models the network and its constraints
– consumer-aware: respects privacy, preferences
– online, distributed, scalable, fully automated
• Mechanism creates a local network-support market
– produces real-time nodal price signals
– incentivises controllers to prevent constraint violations
11
• Solve multi-period unbal. 3-Φ optimal power flow problem
 in a distributed (iterative) manner, every 5 min
 every participant (selfishly) solve their own sub-problem
 ADMM (multipliers = nodal price of constraint violation)
battery
controller
power flow
equations
Network-Aware Coordination
BrunyTrial Architecture
12
NAC Demo – peak demand day
13
Bruny Island Results
14
• Diesel: NO
• Batteries: NO
• NAC: NO
 Fully configured simulations
of past events
 Acceptance testing prior to
physical live trials
Bruny Island Results
15
• Diesel: YES
• Batteries: NO
• NAC: NO
 Fully configured simulations
of past events
 Acceptance testing prior to
physical live trials
Bruny Island Results
16
• Diesel: YES
• Batteries: YES
• NAC: NO
 Fully configured simulations
of past events
 Acceptance testing prior to
physical live trials
Bruny Island Results
17
• Diesel: YES
• Batteries: YES
• NAC: YES
 Fully configured simulations
of past events
 Acceptance testing prior to
physical live trials
Bruny Island tomorrow!
18
Modelled demand after PV / battery deployment:
• 180 kW distributed PV, 150 kW / 300 kWh distributed batteries
• 100 kW minimum diesel generator output
Applied to the 2 years worth of historical demand data:
 Batteries cycle less than 1.5% of their energy for network support
Before
PV/battery
deployment
After
PV/battery
installation
Reduction
Number of diesel
generator starts
43 14 67%
Diesel generator run-
hours
210 36 83%
Annual diesel generation
(MWh)
22.7 1.96 91%
Novel rewards structures and payments methods:
• University of Sydney is leading this research
• Intersection of economic theory and computational optimisation
➢ Uses game theory to divide ‘surplus’ equitably (via Shapley values)
➢ Requires solving a large number of OPF counterfactuals
➢ Establishes fair division of ‘savings’ (since NAC locational prices may not be)
➢ Complex computationally, but easy to ‘package’ for customers
➢ We’re using two distinct payment methods, per event:
➢ An Energy Reserve payment (computed ahead of time, paid regardless of actual usage)
➢ An Energy Usage payment (computed after event, based on battery usage)
Rewarding Consumers Fairly
19
Social science research:
• University of Tasmania is leading this research
• Conducted via one-on-one interviews, surveys, energy diaries, focus group
➢ Assessing customer response to and adaptation to technology
➢ Teasing out customer attitudes towards supporting the network
➢ Testing consumer response to different rewards payment types
➢ Gauging consumer sentiment about differential rewards (between
participants)
Consumer Response to NAC
20
Social science research – some early findings:
➢ Customer interest and engagement in community helping network is high
➢ Back-up function of batteries is extremely important to customers
➢ Optimised battery operation is not always intuitive; many customers start from
a position of mis-trust of technology:
“Q: Have you been using the Reposit App and got information from that?
Yes, we do look at it.
Q: What do you think about the information that is provided?
Crap!
Q: Has it provided you with any new information?
We don’t know because we don’t know how far to trust it.” [interview BT113, June 2017]
Consumer Response to NAC
21
Latest project status:
• First live trials (using artificial cable constraints) in the coming weeks
• Trials on real demand peaks from 2018 onwards
• Testing of two customers reward mechansims: ‘reserve’ and ‘usage’
• Extensive consumer surveys & analysis ramping up
…and beyond:
• Expansion of NAC capabilities / R&D
– power system management functionality (reserve scheduling & FFR, with constraints)
• Commercialisation – integrated into ADMS platforms or separate DSO offering
• Further deployments into networks with known problems
 Isolated Power Systems containing high and increasing level of distributed
generation are prime candidates for next generation NAC trials!
CONSORT / NAC – Outlook
22
Thank you for your attention
23
For more information on CONSORT and the Bruny Island Battery Trial, please visit: http://brunybatterytrial.org/

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Evan franklin-dane-merkel-consort-the-bruny-island-battery-trial

  • 1. CONSORT: The Bruny Island Battery Trial Evan Franklin - University of Tasmania / The Australian National University Dane Merkel - TasNetworks IPS Connect Conference, 17 November 2017
  • 2. Rise of BTM Batteries 2 2 Cumulative installed battery capacity (GWh) in Australia, 2015 to 2040 Source: BNEF New Energy Outlook 2015 • Drivers – PV and battery price trajectories – Retail energy arbitrage – Demand-based tariffs • Impact of 20 GW – 2.5M homes (1 in 5) – 35% of NEM generation capacity – cannot be left to act uncoordinated! • Role in meeting system needs – generation/load matching – power flow management – voltage management – frequency stability
  • 3. Several possible solutions are getting attention at the moment: • Virtual Power Plant / Aggregation approach (VPP) • Distribution market trading exchange platforms (deX) • Peer-to-peer trading models (P2P) But these all suffer from one or more significant shortfalls: ➢ Do not consider network (line, transformer) constraints ➢ Do not consider impact of actions on network state ➢ Do not consider locational value of distributed resources ➢ Generally apply actions to all resources equally, even if inefficient ➢ Require central ‘control’ / computationally unfeasible at massive scale ➢ Requires detailed state knowledge / compromises privacy of data  Network Aware Coordination (NAC) aims to solve these Solving the Coordination Problem 3
  • 4. NAC / CONSORT approach 4 Project will address three main research questions: 1. How to optimally coordinate a large number of battery systems? 2. How to fairly reward consumers for supporting the network? 3. How do consumers respond / adapt to the technology and to helping the network?  CONSORT is an ARENA ‘R&D Rnd2’ project: $2.9m funding, Apr 2016 – Apr 2019  CONSORT is a collaboration between three universities (ANU, Usyd, UTAS), one battery technology provider (Reposit Power) and the DNSP (Tasnetworks)  NAC is being deployed via a trial deployment of ~35 PV and battery systems on TasNetworks’ network on Bruny Island in SE Tasmania.  Network Aware Coordination (NAC) aims to solve these
  • 6. • ARENA funded • Under Research & Development round • 3 year research/2 year trial • Manage cable load and Diesel use • Collaboration: ANU, USyd, UTAS, Reposit Power, TasNetworks • ~150 kW battery capacity • ~32 customers Bruny Trial On a Page 6
  • 7. • Future batteries need to be ‘smart’ For customer led future • But what does ‘smart’ mean? “Does it do what I want it to?” • And how do we help customers work it out? “One size fits all is probably wrong” Why is it important to TasNetworks? 7
  • 8. Bruny Island today! 8 Bruny demand data  Peak demand always occurs during holiday periods and weekends  Morning and evening peaks all year round (no coincidence with PV)  Diesel required for both peaks, no one of them is always larger An example of a peak period (June long weekend 2016):
  • 9. Bruny Island today! 9 Occurs about 20 times per year Bruny demand data  Peak demand always occurs during holiday periods and weekends  Morning and evening peaks all year round (no coincidence with PV)  Diesel required for both peaks, no one of them is always larger An example of a peak period (June long weekend 2016):
  • 10. Network-Aware Coordination 10 • Battery Coordination Mechanism – optimally schedules batteries – network-aware: models the network and its constraints – consumer-aware: respects privacy, preferences – online, distributed, scalable, fully automated • Mechanism creates a local network-support market – produces real-time nodal price signals – incentivises controllers to prevent constraint violations
  • 11. 11 • Solve multi-period unbal. 3-Φ optimal power flow problem  in a distributed (iterative) manner, every 5 min  every participant (selfishly) solve their own sub-problem  ADMM (multipliers = nodal price of constraint violation) battery controller power flow equations Network-Aware Coordination
  • 13. NAC Demo – peak demand day 13
  • 14. Bruny Island Results 14 • Diesel: NO • Batteries: NO • NAC: NO  Fully configured simulations of past events  Acceptance testing prior to physical live trials
  • 15. Bruny Island Results 15 • Diesel: YES • Batteries: NO • NAC: NO  Fully configured simulations of past events  Acceptance testing prior to physical live trials
  • 16. Bruny Island Results 16 • Diesel: YES • Batteries: YES • NAC: NO  Fully configured simulations of past events  Acceptance testing prior to physical live trials
  • 17. Bruny Island Results 17 • Diesel: YES • Batteries: YES • NAC: YES  Fully configured simulations of past events  Acceptance testing prior to physical live trials
  • 18. Bruny Island tomorrow! 18 Modelled demand after PV / battery deployment: • 180 kW distributed PV, 150 kW / 300 kWh distributed batteries • 100 kW minimum diesel generator output Applied to the 2 years worth of historical demand data:  Batteries cycle less than 1.5% of their energy for network support Before PV/battery deployment After PV/battery installation Reduction Number of diesel generator starts 43 14 67% Diesel generator run- hours 210 36 83% Annual diesel generation (MWh) 22.7 1.96 91%
  • 19. Novel rewards structures and payments methods: • University of Sydney is leading this research • Intersection of economic theory and computational optimisation ➢ Uses game theory to divide ‘surplus’ equitably (via Shapley values) ➢ Requires solving a large number of OPF counterfactuals ➢ Establishes fair division of ‘savings’ (since NAC locational prices may not be) ➢ Complex computationally, but easy to ‘package’ for customers ➢ We’re using two distinct payment methods, per event: ➢ An Energy Reserve payment (computed ahead of time, paid regardless of actual usage) ➢ An Energy Usage payment (computed after event, based on battery usage) Rewarding Consumers Fairly 19
  • 20. Social science research: • University of Tasmania is leading this research • Conducted via one-on-one interviews, surveys, energy diaries, focus group ➢ Assessing customer response to and adaptation to technology ➢ Teasing out customer attitudes towards supporting the network ➢ Testing consumer response to different rewards payment types ➢ Gauging consumer sentiment about differential rewards (between participants) Consumer Response to NAC 20
  • 21. Social science research – some early findings: ➢ Customer interest and engagement in community helping network is high ➢ Back-up function of batteries is extremely important to customers ➢ Optimised battery operation is not always intuitive; many customers start from a position of mis-trust of technology: “Q: Have you been using the Reposit App and got information from that? Yes, we do look at it. Q: What do you think about the information that is provided? Crap! Q: Has it provided you with any new information? We don’t know because we don’t know how far to trust it.” [interview BT113, June 2017] Consumer Response to NAC 21
  • 22. Latest project status: • First live trials (using artificial cable constraints) in the coming weeks • Trials on real demand peaks from 2018 onwards • Testing of two customers reward mechansims: ‘reserve’ and ‘usage’ • Extensive consumer surveys & analysis ramping up …and beyond: • Expansion of NAC capabilities / R&D – power system management functionality (reserve scheduling & FFR, with constraints) • Commercialisation – integrated into ADMS platforms or separate DSO offering • Further deployments into networks with known problems  Isolated Power Systems containing high and increasing level of distributed generation are prime candidates for next generation NAC trials! CONSORT / NAC – Outlook 22
  • 23. Thank you for your attention 23 For more information on CONSORT and the Bruny Island Battery Trial, please visit: http://brunybatterytrial.org/