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Managing Resource Networks
with a Generic Open-source
     Software Platform
    Julien Harou
    University College London


    UCL Bridging the Gaps Conference
    16 February 2011
Collaborators
BTG funding
 Lazaros Papageorgiou, Andy Chow, Mark Barrett,
 Eric Fraga

UCL Research Challenge funding
 Muki Haklay, Eric Fraga, Sarah Bell, Michael
 Batty, Tim Swanson

HydroPlatform Design team (alphabetical order)
 Kristiana Hansen, Josue Medellin, Didrik Pinte,
 Manuel Pulido-Velazquez, Arnaud Reynaux, David
 Rheinheimer, David Rosenberg, Amaury Tilmant
Outline
• Sustainability and resource systems
• Systems modeling software
• HydroPlatform
• Example applications
• Project organisation
• Conclusions




                                        3
Sustainable City …
   Sustainable Resource Network




Water resources, energy, food, transport, trade,
 logistics, social networks, …
                                                   4
Systems modeling in the 21st Century

 •   Large problems
 •   Multidisciplinary
 •   Many spatial and temporal scales
 •   Computationally complex
 •   Simulation, optimization, and mixed
 •   Data intensive
 •   Require sophisticated user interfaces




                                             5
Traditional stand-alone software / DSS




            Interface   Database
                                   Examples
                                      HEC products

                 Model(s)             DHI products
                                      Riverware
                                      WEAP
                                      etc.

                                                     6
Model Platform
                                                  Manages &
                                                displays model
                       Interface   Database    inputs & outputs




                                                 Export/import
Open-source,                                  functions or add-ins
freeware, or
 proprietary
   models

               Model   Model          Model       Model
                A       B              C           D

                                                                  7
HydroPlatform
  an example platform for network models

• Free, open source (GPL license & Python)
• GIS interface (Thubian) Database
• Customize node and link objects
• Several plug-ins              Inter- Data
                               face   base
             Phase B:                         Phase A:
          Import & display                       enter,
           model results                       manage, &
            (next step)                       export data
                                              (completed)
• International effort
                                  Model

                                                       8
The old way…




               [Jacobs et al. 1995]   9
… in HydroPlatform


             Yuba




      Bear


                    American




                               10
Define required data for each network
                object




                                        11
Example Applications

     1.     London water supply and Thames water
                      resource system
2.        Water Supply Capacity Expansion and Trade
                         in England
             3.   Zambezi Basin Hydropower
                   Traffic Optimsation
                    Network Analysis
                                                      12
English water management context

•    Water supply & waste water utilities privatised
    since 1989
•    Companies must submit environmental and
    financial water plan to regulators (EA, Ofwat)
    every 5 years
•    Companies have incentive to invest in capital
    schemes (i.e. prefer a desalination plant to
    sharing supplies with neighbor)




                                                       13
London and Thames water resource system




                                          14
London and Thames water resource system
                         IRAS-2010 model uses a weekly
Goal:                    time-step over 85-year time horizon
- Predict London water   with a runtime of 1 sec
supply system
performance under
climate change
- Robust, meets
environmental targets




                                                          15
Gauged flow at Teddington
IRAS-2010 and AQUATOR show same flows and
  follow trend for gauged flow




                                            16
Capacity Expansion and Water Trading
                             Schematic

  Goal:
  - Identify minimum cost
  portfolio of supply and
  transfer options to meet
  future demand
  - Uses ‘Economics of
  Balancing Supply &
  Demand’ framework




                                         17
Annual rainfall   Water companies
Zambezi Basin Hydropower dam operation

          Goal:
          Find allocation policies
          that maximize agricultural,
          hydropower and
          ecological benefits




                                         19
Linear-Quadratic traffic signal control




Goal:
Model optimises real-time
control of traffic light
duration




                                          20
Linear-Quadratic traffic signal control

• Input
   – Traffic inflow                                         120

   – Nominal ‘fixed’ timing                                                LQ feedback control
     plans                                                  100            Fixed time control

   – Traffic light cycle



                          Total Number of queued vehicles
     time, green durations                                  80

   – Max storage and flow
     of each link                                           60




• Output                                                    40


   – Queue lengths
                                                            20
   – Optimal ‘dynamic’
     timing plans
                                                             0
                                                                  0   10       20       30        40     50   60   70   80
                                                                                                 Cycle
Finding community structures in complex
  networks using mixed integer optimisation

 Goal:
 reveal the relationships
 between individual
 objects and their
 groupings in networks


Community of 62
bottlenose dolphins
living in Doubtful
Sound, New Zealand
Each node represents a
dolphin and the links in
the network are
identified based on the
significantly frequent
communications among
them.                                         22
Project organization

• www.hydroplatform.org
• Wiki, code, and bug reports
• Pre-release available
• Future app store
   open-source,
   proprietary,
   freeware models



                                   23
Conclusions
• Model platform = user interface + data manager
• Helps focus on model development rather than
 software
• Efficient, flexible, scalable, open-source platform
• Goal: catalyze model innovation and use
• Coming soon: ‘App store’ for HydroPlatform add-
 ins
• Applications: general simulation, capacity
 expansion optimisation, water trading, traffic
 control, network analysis, etc.


                                                        24

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Bridging the Gaps Final Event: Managing Resource Networks with a Generic Open-Source Software Platform

  • 1. Managing Resource Networks with a Generic Open-source Software Platform Julien Harou University College London UCL Bridging the Gaps Conference 16 February 2011
  • 2. Collaborators BTG funding Lazaros Papageorgiou, Andy Chow, Mark Barrett, Eric Fraga UCL Research Challenge funding Muki Haklay, Eric Fraga, Sarah Bell, Michael Batty, Tim Swanson HydroPlatform Design team (alphabetical order) Kristiana Hansen, Josue Medellin, Didrik Pinte, Manuel Pulido-Velazquez, Arnaud Reynaux, David Rheinheimer, David Rosenberg, Amaury Tilmant
  • 3. Outline • Sustainability and resource systems • Systems modeling software • HydroPlatform • Example applications • Project organisation • Conclusions 3
  • 4. Sustainable City … Sustainable Resource Network Water resources, energy, food, transport, trade, logistics, social networks, … 4
  • 5. Systems modeling in the 21st Century • Large problems • Multidisciplinary • Many spatial and temporal scales • Computationally complex • Simulation, optimization, and mixed • Data intensive • Require sophisticated user interfaces 5
  • 6. Traditional stand-alone software / DSS Interface Database Examples HEC products Model(s) DHI products Riverware WEAP etc. 6
  • 7. Model Platform Manages & displays model Interface Database inputs & outputs Export/import Open-source, functions or add-ins freeware, or proprietary models Model Model Model Model A B C D 7
  • 8. HydroPlatform an example platform for network models • Free, open source (GPL license & Python) • GIS interface (Thubian) Database • Customize node and link objects • Several plug-ins Inter- Data face base Phase B: Phase A: Import & display enter, model results manage, & (next step) export data (completed) • International effort Model 8
  • 9. The old way… [Jacobs et al. 1995] 9
  • 10. … in HydroPlatform Yuba Bear American 10
  • 11. Define required data for each network object 11
  • 12. Example Applications 1. London water supply and Thames water resource system 2. Water Supply Capacity Expansion and Trade in England 3. Zambezi Basin Hydropower Traffic Optimsation Network Analysis 12
  • 13. English water management context • Water supply & waste water utilities privatised since 1989 • Companies must submit environmental and financial water plan to regulators (EA, Ofwat) every 5 years • Companies have incentive to invest in capital schemes (i.e. prefer a desalination plant to sharing supplies with neighbor) 13
  • 14. London and Thames water resource system 14
  • 15. London and Thames water resource system IRAS-2010 model uses a weekly Goal: time-step over 85-year time horizon - Predict London water with a runtime of 1 sec supply system performance under climate change - Robust, meets environmental targets 15
  • 16. Gauged flow at Teddington IRAS-2010 and AQUATOR show same flows and follow trend for gauged flow 16
  • 17. Capacity Expansion and Water Trading Schematic Goal: - Identify minimum cost portfolio of supply and transfer options to meet future demand - Uses ‘Economics of Balancing Supply & Demand’ framework 17
  • 18. Annual rainfall Water companies
  • 19. Zambezi Basin Hydropower dam operation Goal: Find allocation policies that maximize agricultural, hydropower and ecological benefits 19
  • 20. Linear-Quadratic traffic signal control Goal: Model optimises real-time control of traffic light duration 20
  • 21. Linear-Quadratic traffic signal control • Input – Traffic inflow 120 – Nominal ‘fixed’ timing LQ feedback control plans 100 Fixed time control – Traffic light cycle Total Number of queued vehicles time, green durations 80 – Max storage and flow of each link 60 • Output 40 – Queue lengths 20 – Optimal ‘dynamic’ timing plans 0 0 10 20 30 40 50 60 70 80 Cycle
  • 22. Finding community structures in complex networks using mixed integer optimisation Goal: reveal the relationships between individual objects and their groupings in networks Community of 62 bottlenose dolphins living in Doubtful Sound, New Zealand Each node represents a dolphin and the links in the network are identified based on the significantly frequent communications among them. 22
  • 23. Project organization • www.hydroplatform.org • Wiki, code, and bug reports • Pre-release available • Future app store open-source, proprietary, freeware models 23
  • 24. Conclusions • Model platform = user interface + data manager • Helps focus on model development rather than software • Efficient, flexible, scalable, open-source platform • Goal: catalyze model innovation and use • Coming soon: ‘App store’ for HydroPlatform add- ins • Applications: general simulation, capacity expansion optimisation, water trading, traffic control, network analysis, etc. 24