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Sund & Bælt Hackathon Storebælt A/S.

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Presentation on theme: "Sund & Bælt Hackathon Storebælt A/S."— Presentation transcript:

1 Sund & Bælt Hackathon Storebælt A/S

2 Team Pink Group Members
Andreas Kristensen Rambøll Engineer Reality Capture Nicolas Frandsen Rambøll Engineer Risk and Safety Silja Nielsen Rambøll Engineer Existing Bridges and Monitoring Niels Christensen Alexandra Institute Computer Scientist Data Science Lab Remember you only have 15 minutes to the whole presentation: Please use images if you have any relevant in a reasonable quality (It is better to use images to illustrate, what you want to say) Be as concrete and precise as possible Use as little text as possible Only few bullets

3 Optimize inspection planning
Challenge Optimize inspection planning Method: Continuous (real-time) evaluation of the structural behavior based on multiple input data Remember you only have 15 minutes to the whole presentation: Please use images if you have any relevant in a reasonable quality (It is better to use images to illustrate, what you want to say) Be as concrete and precise as possible Use as little text as possible Only few bullets

4 Challenge The Idea Challenge: Describe the challenge(s) Is there a problem you’re trying to solve?] Tell the story Be as concrete and precise as possible Use as little text as possible, use images instead Only few bullets

5 Correlation Matrix – Raw Data Correlation Matrix – Vectorized
PROTOTYPE/SOLUTION Presentation of data Correlation Matrix – Raw Data Correlation Matrix – Vectorized Remember you only have 15 minutes to the whole presentation: Please use images if you have any relevant in a reasonable quality (It is better to use images to illustrate, what you want to say) Be as concrete and precise as possible Use as little text as possible Only few bullets Have you been creative with the data-sets? How? Correlations matricer rå data og vector Inkludering af traffik last Demonstrate your prototype (run the script, show a diagram, tell the story) Presenter de fire modeller (LR, NN, F, ??) Plots af observerede og forudsigelser (Vind parameter Estimate the impact your prototype/solution can have (Economical, time, material, resources) Tid og penge kan spares ved at nedsætte vedligeholdsinterval Improved safety (real time alert)

6 PROTOTYPE/SOLUTION Presentation of data Additional traffic data
Only averages Estimated weights Remember you only have 15 minutes to the whole presentation: Please use images if you have any relevant in a reasonable quality (It is better to use images to illustrate, what you want to say) Be as concrete and precise as possible Use as little text as possible Only few bullets Have you been creative with the data-sets? How? Correlations matricer rå data og vector Inkludering af traffik last Demonstrate your prototype (run the script, show a diagram, tell the story) Presenter de fire modeller (LR, NN, F, ??) Plots af observerede og forudsigelser (Vind parameter Estimate the impact your prototype/solution can have (Economical, time, material, resources) Tid og penge kan spares ved at nedsætte vedligeholdsinterval Improved safety (real time alert)

7 PROTOTYPE/SOLUTION Linear Regression
Remember you only have 15 minutes to the whole presentation: Please use images if you have any relevant in a reasonable quality (It is better to use images to illustrate, what you want to say) Be as concrete and precise as possible Use as little text as possible Only few bullets

8 PROTOTYPE/SOLUTION Random Forest
Remember you only have 15 minutes to the whole presentation: Please use images if you have any relevant in a reasonable quality (It is better to use images to illustrate, what you want to say) Be as concrete and precise as possible Use as little text as possible Only few bullets

9 PROTOTYPE/SOLUTION Neural network
Remember you only have 15 minutes to the whole presentation: Please use images if you have any relevant in a reasonable quality (It is better to use images to illustrate, what you want to say) Be as concrete and precise as possible Use as little text as possible Only few bullets

10 Implementation Future steps Easy to implement
Model improvement for the hanger cable More data (for at least a full year) Realistic traffic statistics Including extra parameters Create alert criterion Expert knowledge Create models for other structural elements Asses all model output simultaneously How ready is you prototype for implementation?] What could the future steps for the project be?

11 Thank You How ready is you prototype for implementation?]
What could the future steps for the project be?


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