SlideShare une entreprise Scribd logo
1  sur  25
Télécharger pour lire hors ligne
Transmilenio Bogotá – Evolution and
                             challenges for the future
            Juan Pablo Bocarejo, PhD
            Associate professor Universidad de Los Andes


   SUR
Grupo de Estudios
En Sostenibilidad
Urbana y Regional

                                                              1
Agenda

1. Transmilenio basics
2. Where should we be
3. Challenges
4. Research onTransmilenio




                             2
1. Basics




            3
1. Basics

            Characteristics       PHASE 1   PHASE 2   PHASE 3
Corridors                            3         3         4
Length of segregated lanes (Km)    42,4      42,3      31,6
Number of stations                  57        52        35
Number of terminals                  4         3         3
Number of feeder zones               7         5         3
Length of feeders lanes (Km)        346       100       --




                                                              4
1. Basics

                                                                       Articulated bus fleet
                                                                                                                 1.290
                                                                                                         1.254

                                                                                                 1.135
                                                                                 1.071   1.076
                                                                         1.001




                                                                749

                Feeder buses fleet                       609

                                   513    517    518
                            427
              388    398
336
       275




2004   2005   2006   2007   2008   2009   2010   2011    2004   2005     2006    2007    2008    2009    2010    2011



                                                                                                                         5
1. Basics

                         2,00
                                Passengers per day in the system
                         1,80
                                                                                                           1,73
                                                                                                    1,66
                         1,60
                                                                                            1,58
                         1,40                                                       1,47




 Passengers (millions)
                                                                             1,34
                         1,20
                                                                     1,24
                         1,00                                 1,07
                                                      0,97                                          0,84   0,87
                         0,80
                                               0,81                                          0,79
                                       0,74                                          0,75
                         0,60
                                                                     0,61    0,62
                         0,40   0,43                          0,53
                                                       0,47
                                               0,41
                                        0,35
                         0,20
                                 0,12
                         0,00
                             2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011



                                                Segregated Lanes            Feeder Lanes



                                                                                                             6
1. Basics

 Too                       Insufficient
                                          Perception score of the system
                                                                     Blockin
                                                                                  g
                              space
successful?                                                  Poor
                                                         information
                                                                               access/
                                                                                 exit
                           5                                                             Open
                                4,6
 Institutional            4,5
                                      4,1    4,1
                                                                                        doors –
                                                                                        risk of
                           4                               3,7                         accidents
stability                 3,5                      3,3
                                                                 3,6
                                                                       3,4
                                                                             3,2
                                                                                   3           3
                           3                                                             2,8

 Financial        Score   2,5
                                                                                            Poor
                           2
                                                                                          signaling
restrictions?             1,5

                           1

 Delayed                  0,5

                           0

expansion?                      2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011




                                                                                                   7
1. Basics
Accident Reduction                                                              800
                                                                                                                675
B/A Transmilenio                                                                700
                                                                                                                                                            621
                                                                                      568                                                       534
                                                                                600




                                                      Accidents in the system
                                                                                                491
Av. Caracas: 60%                                                                500                                                                                                 439
                                                                                                                                                                           419
AV. NQS: 48%                                                                    400                 Proportion of the total number of
                                                                                                          accidents/incidents
                                                                                                                1.9%
                                                                                                                               1.7%
                                                                                300                1.3% 1.4%            1.4%          1,3% 1,3%

                                                                                200

                                                                                100
                                                                                                   2004 2005 2006 2007 2008 2009 2010
                                                                                  0
                                                                                   2004        2005           2006                             2007     2008             2009    2010




                                 12   11

                                                                                                                      Injured in the system
                                                                                                                                              1.000
          Deaths in the system




                                 10                                                                                                                                                              763    760
                                                                                                                                               800    652
                                  8                                                                                                                                              592      617
                                                                                  6       6                                                    600                514      544
                                  6              5    5                                        5
                                  4                                                                                                            400
                                            2
                                  2                                                                                                            200
                                  0                                                                                                              0
                                      2004 2005 2006 2007 2008 2009 2010                                                                              2004        2005    2006   2007     2008   2009   2010
                                                     Year                                                                                                                        Year

                                                                                                                                                                                                          8
2. Where should we be?




22 corridors of BRT in 15 years?




                                      9
2. Where should we be?


              Metro + BRT + LRT?




                                   10
3. Challenges


•   Improve the existing system
•   Equity – Accessibility issues
•   SITP
•   Rail technologies




                                    11
3. Challenges


• Improve the existing system
  – Operational optimization
  – Simplify
  – Fare collection system
  – Use information




                                12
3. Challenges


• Equity - Accessibility




                                13
3. Challenges
SITP
• An integrated system including
  Transmilenio network (28%
  share) and buses in mixed traffic
  (72%)
• A centralized regulation
  (Transmilenio S.A)
• Contracts with strong bus
  companies
• Integrated fare system
• ITS for operation optimization
• Investment in terminals
• A mixed retribution system to
  operators
                                      14
3. Challenges
SITP

• Operation concessions awarded to 9
  companies
• Technology concession awarded
• Gradual and “calm” Implementation
• Institutional strengthening
• Financing and investments by private
  companies



                                         15
3. Challenges

                        •   Opposite to TS
• SITP                       – Not a radical change in route design
                             – No big bang.. A “gradual” change …
  – The devil                  too gradual
    “Transantiago”           – A “strong” institution


                        •   Some common mistakes
                             – No infrastructure
                             – Drastic reduction of fleet
                             – Pressure on mass transit system


                        •   Some original mistakes
                             – A 24 year concession
                             – High cost of indemnity
                             – Pressure on Transmilenio

                                                                      16
3. Challenges

• The heart of the Air Quality Improvement
  Policy

  Change in emissions- PM2,5




                                             17
3. Challenges

 Cra 7a




  E2: 92 ug/m3.h                             E1: 9 ug/m3.h                          E2: 15 ug/m3.h                         E1: 6 ug/m3.h
140
                                                                                     140
120
                                                                                     120
100
                                                                                     100
 80
 60
                                                                    79% reduction     80
                                                                                      60
 40
                                                                                      40
 20                                                                                   20
  0                                                                                    0
              En Vehículo                    En el andén                                          En Vehículo              En el andén
      Concentración (ug/m3)   Tiempo (min)   Exposición (ug/m3.h)
                                                                                           Concentración   Tiempo (min)   Exposición en espera

Exposure WITHOUT SITP: 101 ug/m3.h                                              Exposure SITP:              21 ug/m3.h
3. Challenges


• Rail
  – A 25 km metro line, carrying 7% of
    public transport demand
  – Lower demand than Transmilenio
  – A LRT network of 60 km?




                                         19
3. Research on Transmilenio

                   Transmilenio and
                   density
                     We showed that
                     Transmilenio was a
                     significant variable
                     influencing density
                     growth
                     We showed that free
                     market and not land
                     regulation lead
                     changes in Bogota
                     An unsettling
                     question on housing
                     quality and tradeoffs
                                         20
3. Research on Transmilenio
                    Transmilenio and
                    accessibility
                       We proposed a way to
                       evaluate equity issues
                       trough calculation of
                       accessibility to employment
                       We showed that low income
                       population had a better
                       accessibility with a subsidy
                       policy than with
                       Transmilenio Phase 3
                       We showed that the effort of
                       all social classes to access
                       employment was much
                       higher than the willingness
                       to spend time and money




                                                21
3. Research on Transmilenio
Impact of Bus Rapid Transit Systems on Road Safety
Lessons from Bogotá, Colombia
Juan Pablo Bocarejo, Juan Miguel Velasquez, Claudia Andrea Díaz, and Luis
Eduardo Tafur                                                                                            Transmilenio and road safety
Transportation Research Record: Journal of the Transportation Research Board, No. 2317, Transportation
Research Board of the National Academies, Washington, D.C., 2012, pp. 1–7.                                  We used GIS tools to
DOI: 10.3141/2317-01
                                                                                                            analyze the changes in
                                                                                                            accident patterns before and
                                                                                                            after Transmilenio
                                                                                                            Critical links changed
                                                                                                            drastically after
                                                                                                            Transmilenio, but remained
                                                                                                            similar afterwards
                                                                                                            We could not find a
                                                                                                            relationship between critical
                                                                                                            accidents and station
                                                                                                            attendance
                                                                                                            BRT on high speed roads
                                                                                                            produced different patterns
                                                                                                            and higher hot spots than in
                                                                                                            signalized corridors.


                                                                                                                                      22
3. Research on Transmilenio
Congestion cost in mass transit systems Case Study Bogota´s BRT
Guerra G., Bocarejo JP

                                                                  Transmilenio and
                                                                  congestion
                                                                    We calculated the social
                                                                    cost of congestion in
                                                                    Transmilenio to be US$
                                                                    7000 in peak hour
                                                                    We showed that to obtain
                                                                    an optimal situation, bus
                                                                    occupancy should be 5,4
                                                                    pas/m2 and not 6,3
                                                                    pas/m2 according to a
                                                                    SPS.
                                                                    We proposed a way to
                                                                    calculate an investment
                                                                    in comfort that would
                                                                    eliminate the congestion
                                                                    cost.

                                                                                          23
3. Research on Transmilenio
TRANSMILENIO BRT CAPACITY DETERMINATION USING A MICRO-SIMULATION
MODEL IN VISSIM
ORTIZ MA, BOCAREJO JP
WCTR, 2013                                                         Transmilenio and road safety
                                                                      We showed that including
                                                                      stochasticity and
                                                                      randomness using a micro-
                                                                      simulation tool the
                                                                      estimation of the BRT
                                                                      capacity changed
                                                                      The micro-simulation
                                                                      showed that the sum of stop
                                                                      points capacities in a station
                                                                      is different to the capacity of
                                                                      the simultaneous operation
                                                                      Capacity of a system with
                                                                      express routes is not the
                                                                      sum of the individual
                                                                      capacity. Depending of the
                                                                      number of express buses,
                                                                      capacity curve will vary


                                                                                                  24
3. Research on Transmilenio
ROUTE CHOICE IN TRANSMILENIO
ESCOBAR D., LLERAS G.
                                                     Transmilenio and route
                                                     selection
                                                        We showed that most of
                                                        TM users do not consider
                                                        more than one route
                                                        option
                                                        Users are not aware of
                                                        the available options
                                                        Transmilenio offers for
                                                        their trip
                                                        Congestion in stations
                                                        induces different travel
                                                        decisions
                                    Available           Lack of information
                               9%
                                     options            generates suboptimal
                                          2%
                                                        decisions
                                    27%
                                               62%

                                                                              25

Contenu connexe

Plus de BRTCoE

Workshop Innovation in Africa - Manifesto for BRT Lite
Workshop Innovation in Africa - Manifesto for BRT LiteWorkshop Innovation in Africa - Manifesto for BRT Lite
Workshop Innovation in Africa - Manifesto for BRT LiteBRTCoE
 
Workshop Innovation in Africa - BRT Lessons from Nigeria by Dr. Dayo Mobereola
Workshop Innovation in Africa - BRT Lessons from Nigeria by Dr. Dayo MobereolaWorkshop Innovation in Africa - BRT Lessons from Nigeria by Dr. Dayo Mobereola
Workshop Innovation in Africa - BRT Lessons from Nigeria by Dr. Dayo MobereolaBRTCoE
 
Workshop Innovation in Africa - Context, challenges & opportunities for urban...
Workshop Innovation in Africa - Context, challenges & opportunities for urban...Workshop Innovation in Africa - Context, challenges & opportunities for urban...
Workshop Innovation in Africa - Context, challenges & opportunities for urban...BRTCoE
 
Workshop Innovation in Africa - Mobilize
Workshop Innovation in Africa - MobilizeWorkshop Innovation in Africa - Mobilize
Workshop Innovation in Africa - MobilizeBRTCoE
 
Workshop Innovation in Africa - Day one of operations by Cristina Albuquerque
Workshop Innovation in Africa - Day one of operations by Cristina AlbuquerqueWorkshop Innovation in Africa - Day one of operations by Cristina Albuquerque
Workshop Innovation in Africa - Day one of operations by Cristina AlbuquerqueBRTCoE
 
Workshop Innovation in Africa - BRT Lessons from Dar es Salaam by Ronald Lwak...
Workshop Innovation in Africa - BRT Lessons from Dar es Salaam by Ronald Lwak...Workshop Innovation in Africa - BRT Lessons from Dar es Salaam by Ronald Lwak...
Workshop Innovation in Africa - BRT Lessons from Dar es Salaam by Ronald Lwak...BRTCoE
 
Workshop Innovation in Africa - BRT, Minibus System and Innovation in African...
Workshop Innovation in Africa - BRT, Minibus System and Innovation in African...Workshop Innovation in Africa - BRT, Minibus System and Innovation in African...
Workshop Innovation in Africa - BRT, Minibus System and Innovation in African...BRTCoE
 
Workshop Innovation in Africa - BRT in South Africa by Christo Venter
Workshop Innovation in Africa - BRT in South Africa by Christo VenterWorkshop Innovation in Africa - BRT in South Africa by Christo Venter
Workshop Innovation in Africa - BRT in South Africa by Christo VenterBRTCoE
 
Workshop Innovation in Africa - BRT+ Centre of Excellence Presentation
Workshop Innovation in Africa - BRT+ Centre of Excellence PresentationWorkshop Innovation in Africa - BRT+ Centre of Excellence Presentation
Workshop Innovation in Africa - BRT+ Centre of Excellence PresentationBRTCoE
 
Camila Balbontin - Do preferences for BRT and LRT change as a voter, citizen,...
Camila Balbontin - Do preferences for BRT and LRT change as a voter, citizen,...Camila Balbontin - Do preferences for BRT and LRT change as a voter, citizen,...
Camila Balbontin - Do preferences for BRT and LRT change as a voter, citizen,...BRTCoE
 
Cristian Navas - Testing collaborative accessibility-based engagement tools: ...
Cristian Navas - Testing collaborative accessibility-based engagement tools: ...Cristian Navas - Testing collaborative accessibility-based engagement tools: ...
Cristian Navas - Testing collaborative accessibility-based engagement tools: ...BRTCoE
 
Juan Carlos Muñoz - Connected and automated buses. An opportunity to bring re...
Juan Carlos Muñoz - Connected and automated buses. An opportunity to bring re...Juan Carlos Muñoz - Connected and automated buses. An opportunity to bring re...
Juan Carlos Muñoz - Connected and automated buses. An opportunity to bring re...BRTCoE
 
BRT Station Design in the Urban Context
BRT Station Design in the Urban ContextBRT Station Design in the Urban Context
BRT Station Design in the Urban ContextBRTCoE
 
Zhao emotional travel 20160920 p
Zhao emotional travel 20160920 pZhao emotional travel 20160920 p
Zhao emotional travel 20160920 pBRTCoE
 
Urban Road Congestion Management - Capacity Investments and Pricing Policies
Urban Road Congestion Management - Capacity Investments and Pricing PoliciesUrban Road Congestion Management - Capacity Investments and Pricing Policies
Urban Road Congestion Management - Capacity Investments and Pricing PoliciesBRTCoE
 
Rethinking the Next Generation of BRT in China
Rethinking the Next Generation of BRT in ChinaRethinking the Next Generation of BRT in China
Rethinking the Next Generation of BRT in ChinaBRTCoE
 
Habitat III can help accelerate action on sustainable urban transport
Habitat III can help accelerate action on sustainable urban transportHabitat III can help accelerate action on sustainable urban transport
Habitat III can help accelerate action on sustainable urban transportBRTCoE
 
2016 05-30 may session ulises navarro
2016 05-30 may session ulises navarro2016 05-30 may session ulises navarro
2016 05-30 may session ulises navarroBRTCoE
 
China’s brt development in the last decade
China’s brt development in the last decadeChina’s brt development in the last decade
China’s brt development in the last decadeBRTCoE
 
Webinar Session: "BRT in India – a way forward"
Webinar Session: "BRT in India – a way forward"Webinar Session: "BRT in India – a way forward"
Webinar Session: "BRT in India – a way forward"BRTCoE
 

Plus de BRTCoE (20)

Workshop Innovation in Africa - Manifesto for BRT Lite
Workshop Innovation in Africa - Manifesto for BRT LiteWorkshop Innovation in Africa - Manifesto for BRT Lite
Workshop Innovation in Africa - Manifesto for BRT Lite
 
Workshop Innovation in Africa - BRT Lessons from Nigeria by Dr. Dayo Mobereola
Workshop Innovation in Africa - BRT Lessons from Nigeria by Dr. Dayo MobereolaWorkshop Innovation in Africa - BRT Lessons from Nigeria by Dr. Dayo Mobereola
Workshop Innovation in Africa - BRT Lessons from Nigeria by Dr. Dayo Mobereola
 
Workshop Innovation in Africa - Context, challenges & opportunities for urban...
Workshop Innovation in Africa - Context, challenges & opportunities for urban...Workshop Innovation in Africa - Context, challenges & opportunities for urban...
Workshop Innovation in Africa - Context, challenges & opportunities for urban...
 
Workshop Innovation in Africa - Mobilize
Workshop Innovation in Africa - MobilizeWorkshop Innovation in Africa - Mobilize
Workshop Innovation in Africa - Mobilize
 
Workshop Innovation in Africa - Day one of operations by Cristina Albuquerque
Workshop Innovation in Africa - Day one of operations by Cristina AlbuquerqueWorkshop Innovation in Africa - Day one of operations by Cristina Albuquerque
Workshop Innovation in Africa - Day one of operations by Cristina Albuquerque
 
Workshop Innovation in Africa - BRT Lessons from Dar es Salaam by Ronald Lwak...
Workshop Innovation in Africa - BRT Lessons from Dar es Salaam by Ronald Lwak...Workshop Innovation in Africa - BRT Lessons from Dar es Salaam by Ronald Lwak...
Workshop Innovation in Africa - BRT Lessons from Dar es Salaam by Ronald Lwak...
 
Workshop Innovation in Africa - BRT, Minibus System and Innovation in African...
Workshop Innovation in Africa - BRT, Minibus System and Innovation in African...Workshop Innovation in Africa - BRT, Minibus System and Innovation in African...
Workshop Innovation in Africa - BRT, Minibus System and Innovation in African...
 
Workshop Innovation in Africa - BRT in South Africa by Christo Venter
Workshop Innovation in Africa - BRT in South Africa by Christo VenterWorkshop Innovation in Africa - BRT in South Africa by Christo Venter
Workshop Innovation in Africa - BRT in South Africa by Christo Venter
 
Workshop Innovation in Africa - BRT+ Centre of Excellence Presentation
Workshop Innovation in Africa - BRT+ Centre of Excellence PresentationWorkshop Innovation in Africa - BRT+ Centre of Excellence Presentation
Workshop Innovation in Africa - BRT+ Centre of Excellence Presentation
 
Camila Balbontin - Do preferences for BRT and LRT change as a voter, citizen,...
Camila Balbontin - Do preferences for BRT and LRT change as a voter, citizen,...Camila Balbontin - Do preferences for BRT and LRT change as a voter, citizen,...
Camila Balbontin - Do preferences for BRT and LRT change as a voter, citizen,...
 
Cristian Navas - Testing collaborative accessibility-based engagement tools: ...
Cristian Navas - Testing collaborative accessibility-based engagement tools: ...Cristian Navas - Testing collaborative accessibility-based engagement tools: ...
Cristian Navas - Testing collaborative accessibility-based engagement tools: ...
 
Juan Carlos Muñoz - Connected and automated buses. An opportunity to bring re...
Juan Carlos Muñoz - Connected and automated buses. An opportunity to bring re...Juan Carlos Muñoz - Connected and automated buses. An opportunity to bring re...
Juan Carlos Muñoz - Connected and automated buses. An opportunity to bring re...
 
BRT Station Design in the Urban Context
BRT Station Design in the Urban ContextBRT Station Design in the Urban Context
BRT Station Design in the Urban Context
 
Zhao emotional travel 20160920 p
Zhao emotional travel 20160920 pZhao emotional travel 20160920 p
Zhao emotional travel 20160920 p
 
Urban Road Congestion Management - Capacity Investments and Pricing Policies
Urban Road Congestion Management - Capacity Investments and Pricing PoliciesUrban Road Congestion Management - Capacity Investments and Pricing Policies
Urban Road Congestion Management - Capacity Investments and Pricing Policies
 
Rethinking the Next Generation of BRT in China
Rethinking the Next Generation of BRT in ChinaRethinking the Next Generation of BRT in China
Rethinking the Next Generation of BRT in China
 
Habitat III can help accelerate action on sustainable urban transport
Habitat III can help accelerate action on sustainable urban transportHabitat III can help accelerate action on sustainable urban transport
Habitat III can help accelerate action on sustainable urban transport
 
2016 05-30 may session ulises navarro
2016 05-30 may session ulises navarro2016 05-30 may session ulises navarro
2016 05-30 may session ulises navarro
 
China’s brt development in the last decade
China’s brt development in the last decadeChina’s brt development in the last decade
China’s brt development in the last decade
 
Webinar Session: "BRT in India – a way forward"
Webinar Session: "BRT in India – a way forward"Webinar Session: "BRT in India – a way forward"
Webinar Session: "BRT in India – a way forward"
 

Dernier

SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 

Dernier (20)

SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 

Webinar: Transmilenio Bogotá: Evolution and challenges for the future

  • 1. Transmilenio Bogotá – Evolution and challenges for the future Juan Pablo Bocarejo, PhD Associate professor Universidad de Los Andes SUR Grupo de Estudios En Sostenibilidad Urbana y Regional 1
  • 2. Agenda 1. Transmilenio basics 2. Where should we be 3. Challenges 4. Research onTransmilenio 2
  • 4. 1. Basics Characteristics PHASE 1 PHASE 2 PHASE 3 Corridors 3 3 4 Length of segregated lanes (Km) 42,4 42,3 31,6 Number of stations 57 52 35 Number of terminals 4 3 3 Number of feeder zones 7 5 3 Length of feeders lanes (Km) 346 100 -- 4
  • 5. 1. Basics Articulated bus fleet 1.290 1.254 1.135 1.071 1.076 1.001 749 Feeder buses fleet 609 513 517 518 427 388 398 336 275 2004 2005 2006 2007 2008 2009 2010 2011 2004 2005 2006 2007 2008 2009 2010 2011 5
  • 6. 1. Basics 2,00 Passengers per day in the system 1,80 1,73 1,66 1,60 1,58 1,40 1,47 Passengers (millions) 1,34 1,20 1,24 1,00 1,07 0,97 0,84 0,87 0,80 0,81 0,79 0,74 0,75 0,60 0,61 0,62 0,40 0,43 0,53 0,47 0,41 0,35 0,20 0,12 0,00 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 Segregated Lanes Feeder Lanes 6
  • 7. 1. Basics Too Insufficient Perception score of the system Blockin g space successful? Poor information access/ exit 5 Open 4,6 Institutional 4,5 4,1 4,1 doors – risk of 4 3,7 accidents stability 3,5 3,3 3,6 3,4 3,2 3 3 3 2,8 Financial Score 2,5 Poor 2 signaling restrictions? 1,5 1 Delayed 0,5 0 expansion? 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 7
  • 8. 1. Basics Accident Reduction 800 675 B/A Transmilenio 700 621 568 534 600 Accidents in the system 491 Av. Caracas: 60% 500 439 419 AV. NQS: 48% 400 Proportion of the total number of accidents/incidents 1.9% 1.7% 300 1.3% 1.4% 1.4% 1,3% 1,3% 200 100 2004 2005 2006 2007 2008 2009 2010 0 2004 2005 2006 2007 2008 2009 2010 12 11 Injured in the system 1.000 Deaths in the system 10 763 760 800 652 8 592 617 6 6 600 514 544 6 5 5 5 4 400 2 2 200 0 0 2004 2005 2006 2007 2008 2009 2010 2004 2005 2006 2007 2008 2009 2010 Year Year 8
  • 9. 2. Where should we be? 22 corridors of BRT in 15 years? 9
  • 10. 2. Where should we be? Metro + BRT + LRT? 10
  • 11. 3. Challenges • Improve the existing system • Equity – Accessibility issues • SITP • Rail technologies 11
  • 12. 3. Challenges • Improve the existing system – Operational optimization – Simplify – Fare collection system – Use information 12
  • 13. 3. Challenges • Equity - Accessibility 13
  • 14. 3. Challenges SITP • An integrated system including Transmilenio network (28% share) and buses in mixed traffic (72%) • A centralized regulation (Transmilenio S.A) • Contracts with strong bus companies • Integrated fare system • ITS for operation optimization • Investment in terminals • A mixed retribution system to operators 14
  • 15. 3. Challenges SITP • Operation concessions awarded to 9 companies • Technology concession awarded • Gradual and “calm” Implementation • Institutional strengthening • Financing and investments by private companies 15
  • 16. 3. Challenges • Opposite to TS • SITP – Not a radical change in route design – No big bang.. A “gradual” change … – The devil too gradual “Transantiago” – A “strong” institution • Some common mistakes – No infrastructure – Drastic reduction of fleet – Pressure on mass transit system • Some original mistakes – A 24 year concession – High cost of indemnity – Pressure on Transmilenio 16
  • 17. 3. Challenges • The heart of the Air Quality Improvement Policy Change in emissions- PM2,5 17
  • 18. 3. Challenges Cra 7a E2: 92 ug/m3.h E1: 9 ug/m3.h E2: 15 ug/m3.h E1: 6 ug/m3.h 140 140 120 120 100 100 80 60 79% reduction 80 60 40 40 20 20 0 0 En Vehículo En el andén En Vehículo En el andén Concentración (ug/m3) Tiempo (min) Exposición (ug/m3.h) Concentración Tiempo (min) Exposición en espera Exposure WITHOUT SITP: 101 ug/m3.h Exposure SITP: 21 ug/m3.h
  • 19. 3. Challenges • Rail – A 25 km metro line, carrying 7% of public transport demand – Lower demand than Transmilenio – A LRT network of 60 km? 19
  • 20. 3. Research on Transmilenio Transmilenio and density We showed that Transmilenio was a significant variable influencing density growth We showed that free market and not land regulation lead changes in Bogota An unsettling question on housing quality and tradeoffs 20
  • 21. 3. Research on Transmilenio Transmilenio and accessibility We proposed a way to evaluate equity issues trough calculation of accessibility to employment We showed that low income population had a better accessibility with a subsidy policy than with Transmilenio Phase 3 We showed that the effort of all social classes to access employment was much higher than the willingness to spend time and money 21
  • 22. 3. Research on Transmilenio Impact of Bus Rapid Transit Systems on Road Safety Lessons from Bogotá, Colombia Juan Pablo Bocarejo, Juan Miguel Velasquez, Claudia Andrea Díaz, and Luis Eduardo Tafur Transmilenio and road safety Transportation Research Record: Journal of the Transportation Research Board, No. 2317, Transportation Research Board of the National Academies, Washington, D.C., 2012, pp. 1–7. We used GIS tools to DOI: 10.3141/2317-01 analyze the changes in accident patterns before and after Transmilenio Critical links changed drastically after Transmilenio, but remained similar afterwards We could not find a relationship between critical accidents and station attendance BRT on high speed roads produced different patterns and higher hot spots than in signalized corridors. 22
  • 23. 3. Research on Transmilenio Congestion cost in mass transit systems Case Study Bogota´s BRT Guerra G., Bocarejo JP Transmilenio and congestion We calculated the social cost of congestion in Transmilenio to be US$ 7000 in peak hour We showed that to obtain an optimal situation, bus occupancy should be 5,4 pas/m2 and not 6,3 pas/m2 according to a SPS. We proposed a way to calculate an investment in comfort that would eliminate the congestion cost. 23
  • 24. 3. Research on Transmilenio TRANSMILENIO BRT CAPACITY DETERMINATION USING A MICRO-SIMULATION MODEL IN VISSIM ORTIZ MA, BOCAREJO JP WCTR, 2013 Transmilenio and road safety We showed that including stochasticity and randomness using a micro- simulation tool the estimation of the BRT capacity changed The micro-simulation showed that the sum of stop points capacities in a station is different to the capacity of the simultaneous operation Capacity of a system with express routes is not the sum of the individual capacity. Depending of the number of express buses, capacity curve will vary 24
  • 25. 3. Research on Transmilenio ROUTE CHOICE IN TRANSMILENIO ESCOBAR D., LLERAS G. Transmilenio and route selection We showed that most of TM users do not consider more than one route option Users are not aware of the available options Transmilenio offers for their trip Congestion in stations induces different travel decisions Available Lack of information 9% options generates suboptimal 2% decisions 27% 62% 25