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Modeling for insights
not numbers
Amit Kanudia
Cork ETSAP, 31 May 2016
What we do, normally
• Judiciously select a handful of combinations of various factors and run
those as scenarios. Then, we use these few points of reference to
interpolate/extrapolate to cover a large solution space to draw overall
conclusions.
What we can do, easily
• Significantly larger combinations offer two advantages:
• They improve the quality of insights as you can identify the tipping points and
not just the different disjoint configurations.
• This large set of solutions can be made available to policy-
makers/stakeholders/domain experts as a kind of “expert system”, which they
can interrogate meaningfully even without having deep knowledge of the
model.
Systems approach to MAC curve Romania TIMES
Onshore Vs Offshore wind in Japan Japanese TIMES
Reference case FACETS Portal
FACETS Portal
National carbon cap
FACETS Portal
National carbon cap – difference over Ref
http://cloud.vedaviz.com/Portal/Playground.aspx?p=EMF32_23Mar16&g=388c6d
FACETS Portal
National carbon cap – difference over Ref
http://cloud.vedaviz.com/Portal/Playground.aspx?p=EMF32_23Mar16&g=388c6d
FACETS Portal
National carbon cap – difference over Ref
http://cloud.vedaviz.com/Portal/Playground.aspx?p=EMF32_23Mar16&g=388c6d
FACETS Portal
National carbon cap – difference over Ref
http://cloud.vedaviz.com/Portal/Playground.aspx?p=EMF32_23Mar16&g=388c6d
FACETS Portal
National carbon cap – difference over Ref
http://cloud.vedaviz.com/Portal/Playground.aspx?p=EMF32_23Mar16&g=388c6d
What is VEDAViz?
• A powerful and intuitive web tool for constructing and sharing views
of model results.
• Specifically designed for three distinct uses:
• Individual analysis
• Collaborative analysis
• Dissemination
What makes is special?
• VEDAViz makes model results truly accessible to analysts and
stakeholders at different technical levels to explore and interpret
results, pose questions, and share insights.
• It can convert a model into an expert system that can promote and
support logical discussion among policy makers, stakeholders and
modelers.
Basic operations
• Filter
• allows filtering of multiple elements from each of the
following dimensions: Scenario, Variable, Model, Region
and Year. Can define sets of elements often selected
together.
• Configure
• Any dimension can be: put on x-axis, summed over, used
for small multiples or put on separate tabs
• Render
• Several predefined chart types, or even in tabular form
(pivot table), which can be downloaded to Excel
VEDAViz uses powerful, flexible graphics to
facilitate analysis and communication
All this takes three things
• Create clusters of scenarios
• Run all these scenarios
• Visualize a large number of scenarios in an intuitive way
Dense scenario experiments
• More points of reference
• Possibility to turn the model into an expert system
MAC curve for Romania
http://vedaviz.com/romania/index.html
INDIA TIMES model
http://vedaviz.com/Portal/Playground.aspx?p=IMRT23Dec14&g=a24c44
Individual dimensions are easy to handle
New functionality to combine such
dimensions – Scenario clusters
• All tables would go into a single file
• One SYNC operation will create the entire cluster
• Case manager will run the cluster as a single case
• Cluster members will be available in browse
• Create DD only will create DD files and scripts in separate wrk folders
Next Steps: Running all these cases
Next Steps: Analyzing all these cases
LMA
VEDAViz offer: modus operandi
• User Provides:
• Scenario files that specify each state of each scenario dimension (along with the
model)
• SnT file with views for VEDAViz. Each row of each table will be created as a variable.
• Scenario Matrix, with a few runs marked to be tested first. Ref case identified.
• Workflow:
• KanORS-EMR sends VD files of pilot runs. User may want to tweak the scenario
definition or the matrix.
• KanORS-EMR runs the matrix and creates a VEDAViz project with the variables for all
scenarios and scenario differences
• Views of SnT file will be created for interactive use.
• Set up portals, in discussion with the User.

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VEDAViz for ETSAP partners

  • 1. Modeling for insights not numbers Amit Kanudia Cork ETSAP, 31 May 2016
  • 2. What we do, normally • Judiciously select a handful of combinations of various factors and run those as scenarios. Then, we use these few points of reference to interpolate/extrapolate to cover a large solution space to draw overall conclusions.
  • 3. What we can do, easily • Significantly larger combinations offer two advantages: • They improve the quality of insights as you can identify the tipping points and not just the different disjoint configurations. • This large set of solutions can be made available to policy- makers/stakeholders/domain experts as a kind of “expert system”, which they can interrogate meaningfully even without having deep knowledge of the model.
  • 4. Systems approach to MAC curve Romania TIMES
  • 5. Onshore Vs Offshore wind in Japan Japanese TIMES
  • 8. FACETS Portal National carbon cap – difference over Ref http://cloud.vedaviz.com/Portal/Playground.aspx?p=EMF32_23Mar16&g=388c6d
  • 9. FACETS Portal National carbon cap – difference over Ref http://cloud.vedaviz.com/Portal/Playground.aspx?p=EMF32_23Mar16&g=388c6d
  • 10. FACETS Portal National carbon cap – difference over Ref http://cloud.vedaviz.com/Portal/Playground.aspx?p=EMF32_23Mar16&g=388c6d
  • 11. FACETS Portal National carbon cap – difference over Ref http://cloud.vedaviz.com/Portal/Playground.aspx?p=EMF32_23Mar16&g=388c6d
  • 12. FACETS Portal National carbon cap – difference over Ref http://cloud.vedaviz.com/Portal/Playground.aspx?p=EMF32_23Mar16&g=388c6d
  • 13. What is VEDAViz? • A powerful and intuitive web tool for constructing and sharing views of model results. • Specifically designed for three distinct uses: • Individual analysis • Collaborative analysis • Dissemination
  • 14. What makes is special? • VEDAViz makes model results truly accessible to analysts and stakeholders at different technical levels to explore and interpret results, pose questions, and share insights. • It can convert a model into an expert system that can promote and support logical discussion among policy makers, stakeholders and modelers.
  • 15. Basic operations • Filter • allows filtering of multiple elements from each of the following dimensions: Scenario, Variable, Model, Region and Year. Can define sets of elements often selected together. • Configure • Any dimension can be: put on x-axis, summed over, used for small multiples or put on separate tabs • Render • Several predefined chart types, or even in tabular form (pivot table), which can be downloaded to Excel
  • 16. VEDAViz uses powerful, flexible graphics to facilitate analysis and communication
  • 17. All this takes three things • Create clusters of scenarios • Run all these scenarios • Visualize a large number of scenarios in an intuitive way
  • 18. Dense scenario experiments • More points of reference • Possibility to turn the model into an expert system MAC curve for Romania http://vedaviz.com/romania/index.html INDIA TIMES model http://vedaviz.com/Portal/Playground.aspx?p=IMRT23Dec14&g=a24c44
  • 19. Individual dimensions are easy to handle
  • 20. New functionality to combine such dimensions – Scenario clusters • All tables would go into a single file • One SYNC operation will create the entire cluster • Case manager will run the cluster as a single case • Cluster members will be available in browse • Create DD only will create DD files and scripts in separate wrk folders
  • 21. Next Steps: Running all these cases
  • 22. Next Steps: Analyzing all these cases LMA
  • 23. VEDAViz offer: modus operandi • User Provides: • Scenario files that specify each state of each scenario dimension (along with the model) • SnT file with views for VEDAViz. Each row of each table will be created as a variable. • Scenario Matrix, with a few runs marked to be tested first. Ref case identified. • Workflow: • KanORS-EMR sends VD files of pilot runs. User may want to tweak the scenario definition or the matrix. • KanORS-EMR runs the matrix and creates a VEDAViz project with the variables for all scenarios and scenario differences • Views of SnT file will be created for interactive use. • Set up portals, in discussion with the User.