challenges in multi-modal transport planningchallenges in multi-modal transport planning jochen...
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![Page 1: Challenges in multi-modal transport planningChallenges in multi-modal transport planning Jochen Mundinger, Founder & Chairman, routeRANK routeRANK Ltd / Parc Scientifique EPFL / CH-1015](https://reader030.vdocuments.us/reader030/viewer/2022040601/5e91f1b751772a6ddd49d886/html5/thumbnails/1.jpg)
Challenges in multi-modal transport planning
Jochen Mundinger, Founder & Chairman, routeRANK
routeRANK Ltd / Parc Scientifique EPFL / CH-1015 Lausanne Public Web: www.routerank.com / Email: [email protected]
![Page 2: Challenges in multi-modal transport planningChallenges in multi-modal transport planning Jochen Mundinger, Founder & Chairman, routeRANK routeRANK Ltd / Parc Scientifique EPFL / CH-1015](https://reader030.vdocuments.us/reader030/viewer/2022040601/5e91f1b751772a6ddd49d886/html5/thumbnails/2.jpg)
Introduction and context
Transport causes large part of CO2 emissions • Transport related CO2 emissions from EU: 1156Tg • Proportion of the total CO2 emissions from EU: 25.91% • Source: European Environment Agency, for 2005
But who will tell me? • Lots of people, however… • … no single website ⇒ not enough time • ….or else, commercially integrated
Lack of accessible tools that allow people to act
![Page 3: Challenges in multi-modal transport planningChallenges in multi-modal transport planning Jochen Mundinger, Founder & Chairman, routeRANK routeRANK Ltd / Parc Scientifique EPFL / CH-1015](https://reader030.vdocuments.us/reader030/viewer/2022040601/5e91f1b751772a6ddd49d886/html5/thumbnails/3.jpg)
Finding your way
With current solutions
• Focus on 1 transport means • Hub-to-hub • Fee-based
• Focus on price or time
• Multi-step
With routeRANK
• All possible means • End-to-end • Independent ⇒ Optimality
• Price, time and CO2 emissions
• Single view on one screen
![Page 4: Challenges in multi-modal transport planningChallenges in multi-modal transport planning Jochen Mundinger, Founder & Chairman, routeRANK routeRANK Ltd / Parc Scientifique EPFL / CH-1015](https://reader030.vdocuments.us/reader030/viewer/2022040601/5e91f1b751772a6ddd49d886/html5/thumbnails/4.jpg)
Finding your way
With current solutions
• Focus on 1 transport means • Hub-to-hub • Fee-based
• Focus on price or time
• Multi-step
With routeRANK
• All possible means • End-to-end • Independent ⇒ Optimality
• Price, time and CO2 emissions
• Single view on one screen
![Page 5: Challenges in multi-modal transport planningChallenges in multi-modal transport planning Jochen Mundinger, Founder & Chairman, routeRANK routeRANK Ltd / Parc Scientifique EPFL / CH-1015](https://reader030.vdocuments.us/reader030/viewer/2022040601/5e91f1b751772a6ddd49d886/html5/thumbnails/5.jpg)
Demonstration and background
![Page 6: Challenges in multi-modal transport planningChallenges in multi-modal transport planning Jochen Mundinger, Founder & Chairman, routeRANK routeRANK Ltd / Parc Scientifique EPFL / CH-1015](https://reader030.vdocuments.us/reader030/viewer/2022040601/5e91f1b751772a6ddd49d886/html5/thumbnails/6.jpg)
Challenge 1: Algorithmic complexity
Many possible routes
Multiple criteria
Usability requirements
Performance requirements
• Performance constraints
Scalability requirements
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Challenge 2: Data complexity
Multitude of data
• Air, rail, road, …
Heterogeneity of data
Live and changing
• Low cost, …
Accuracy
Multitude of agents
• Same seat, different fare
Applicable rules and fares
• Business travel
![Page 8: Challenges in multi-modal transport planningChallenges in multi-modal transport planning Jochen Mundinger, Founder & Chairman, routeRANK routeRANK Ltd / Parc Scientifique EPFL / CH-1015](https://reader030.vdocuments.us/reader030/viewer/2022040601/5e91f1b751772a6ddd49d886/html5/thumbnails/8.jpg)
Challenge 3: CO2 methodology
Accuracy
• Road maintenance
• Energy mix
Standards and discussion
Insufficiency
Data availability
• Occupancy
Independent verification
Endorsement
![Page 9: Challenges in multi-modal transport planningChallenges in multi-modal transport planning Jochen Mundinger, Founder & Chairman, routeRANK routeRANK Ltd / Parc Scientifique EPFL / CH-1015](https://reader030.vdocuments.us/reader030/viewer/2022040601/5e91f1b751772a6ddd49d886/html5/thumbnails/9.jpg)
Challenge 4: Risk methodology
Types
• Relevance Model
Data/Statistics
• Availability
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Challenge 5: Evaluation of savings (1/2)
Savings while travelling clear
• But quantify
In terms of cost, time, emissions
Productivity, risks, overall, etc.
Assumptions otherwise
• Pilot study: Exploratory examples, questionnaire behaviour, assumptions • Simulated optimum routes for variety of user types and criteria • Linear regression and weighted least squares model fitting
• ‘Average’ user, for example, could stand to save around 35% / 2.5h
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Challenge 5: Evaluation of savings (2/2)
Individuals and businesses
Estimate prior and report after
Microeconomic and macroeconomic
Savings while planning
Educational and other impact
Travel and transport
![Page 12: Challenges in multi-modal transport planningChallenges in multi-modal transport planning Jochen Mundinger, Founder & Chairman, routeRANK routeRANK Ltd / Parc Scientifique EPFL / CH-1015](https://reader030.vdocuments.us/reader030/viewer/2022040601/5e91f1b751772a6ddd49d886/html5/thumbnails/12.jpg)
Research
routeRANK, with EPFL, supported by CTI
European projects
• ORIGAMI
• COMPASS
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Challenges in multi-modal transport planning Jochen Mundinger, Founder & Chairman, routeRANK
routeRANK Ltd / Parc Scientifique EPFL / CH-1015 Lausanne Public Web: www.routerank.com / Email: [email protected]