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Transcript of Analyzing Future Freight Challenges in Maryland Using Freight Data Sources and the Maryland...
Analyzing Future Freight Challenges in Maryland Using Freight Data Sources and the
Maryland Statewide Transportation Model (MSTM)
Presented by:
Subrat Mahapatra
Maryland State Highway Administration
Presented to:
Second SHRP2 Symposium on
Innovation in Freight Demand Modeling and Data Improvement
October 22, 2013
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Presentation Outline
Freight Movement in MarylandFreight Policies & Performance MeasurementFreight Supply and Demand Analysis ToolsPerformance-Based Planning and Programming
ApproachData and Research Needs
i n n o v a t i o n s i n f r e i g h t d e m a n d m o d e l i n g a n d d a t a i m p r o v e m e n t
Acknowledgements
Sabyasachee Mishra, University of Memphis
Mark Radovic, Gannett Fleming, Inc
Keith Kucharek, MD SHA
Debbie Bowden, MDOT
Janie Tiedeman, URS Corp
Freight Movement in Maryland
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Small mid-atlantic state on the east coast of US (42nd in area)
Ranked 19th in Population, 5th in Density (5.8 million people, 2010)
US in microcosm with diverse geography
39 tons of freight per person terminates in Maryland every year
About Maryland
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About Maryland Department of Transportation
MDOT and its five modals oversee all aspects of major transportation in MD.
• SHA operates, maintains and rebuilds the numbered, non-toll routes.
• Two major transit systems: MTA in Baltimore and WMATA in the DC region offer great transit choices.
• MDTA owns and operates the toll roads and bridges.
• Port of Baltimore is the fastest growing port in US .
• BWI Airport served 22.6 million people in 2012.
• MVA takes care of vehicle licensing and registration
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Freight Movement is a critical emphasis area for MD’s economy and vitality
Thrust at federal, state and local level
Maryland’s freight transportation is estimated To grow about 105% by 2035 1.4 billion of total tons 4.98 trillion of $ value transfer
(108% increase from 2006)Sustainability of MD corridors
to meet the future demand
Freight Movement in Maryland
2007
2040
Freight Peak Period Congestion
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Freight Movement in Maryland
Maryland has a diversified freight cargo profile. Freight activity in Maryland is expected to double by
2030.
* Northeast: CT, ME, MA, NH, NJ, NY, RI,VT Southeast: FL, GA, NC, SC
Within Maryland
Leaving Maryland
Arriving in Maryland
Through Freight*
Weight (million of tons)
135(146)
84(105)
91(136)
52(98)
Value (billion$)92
(126)113
(186) 169
(265)177
(338)
Value/Weight (Thousand $/ton)
0.7(0.86)
1.3(1.77)
1.9(1.95)
3.4(3)
Note: 2030 values are in parenthesis
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External and Internal Freight by Mode
Weight Value Weight Value Weight Value Weight ValueWithin Maryland Leaving MD Arriving in MD Through (NE-SE)
0.00%
10.00%
20.00%
30.00%
40.00%
50.00%
60.00%
70.00%
80.00%
90.00%
100.00%
Truck Rail Multimode Other
Freight Movement in Maryland
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Maryland FAF Zones and Distribution Centers by County
Source: Port of Baltimore
Freight Movement in Maryland
Freight Policies and Performance Measurement
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Freight Policy and Performance
Maryland's economy moves on a balanced freight network.
Ensure that highways, railways, waterways, and airports can handle current level and anticipated growth of goods movement
The Statewide Freight Plan provides a lynchpin for all of the modal freight plans SHA/MDTA’s Freight Implementation Plan MTA’s freight rail Strategic Plan Port of Baltimore Business Plan
Maryland Freight System Annual Report
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Freight Policy & Performance – Broader Questions
• What is the projected demand and how to accommodate it? (increased population, economic activity, new distribution centers etc.)
• Investments in multiple modes (offer choices)
• Improve connectivity between freight modes (distribution and transfer center locations)
Freight Flows (In/Out/Through MD)
Level of Transportation Investments• Limited Funding Scenario
– invest in low cost high benefit projects strategically – focus on reliability thru’ ITS, incident mgmt.
• High Funding Scenario (System Expansion)
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Freight Policy & Performance – Levels of Decision-Making
• Policy Level freight modes and mode shares broader impacts of economy and freight flows location of terminals and distribution centers transportation infrastructure needs
• Project Level design and implement projects to meet current/ future
needs capacity enhancements
• Operational hours and routes for safe and efficient operations small scale geometric improvements bottleneck reduction
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Transportation Infrastructure & Performance
Auto and Truck VMT Trends in MD
2012 Annual User Costs
2005 2006 2007 2008 2009 2010 2011 20120
10
20
30
40
50
60
52.2
3
51.2
9
51.8
5
51.3
9
50.9
1
52
51.8
4
52.0
5
4.37 5.33 4.92 4.76 4.72 4.21 4.21 4.35
Truck AMT Auto MT
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Transportation Infrastructure & Performance
MOBILITY
RELIABILITY
BOTTLENECKS
Freight Supply/ Demand Analysis Tools
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Analysis Tools - Statewide Transportation Model
Internal Trips
Trips to/ from MD
Through Trips
Multi-layer travel demand model working at national, statewide and regional levels to forecast and analyze key measures of transportation system
performance.
National
Statewide
Local
MSTM 3-Tiered Approach
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Freight Modeling Process
Bi-level modeling of freight National level (flows in/ out/ thru’ MD) Statewide level (flows inside MD)
FHWA Freight Analysis Framework 3 Commodity Flow Data Used
Commodity Flows allocated to sub-county level origin-destinations
Flows on highways converted from TONS to TRUCKS using payload factors
The model distinguishes- Commercial Vehicles- Medium-Heavy Duty Trucks - Heavy-Heavy Duty Trucks
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Freight Modeling Process
Truck trips are generated by- Industrial Employment- Retail Employment- Office Employment- Households
Employment and Households by zones are used as truck generators, and a gravity model is used to distribute truck trips.
Long distance trucks, local trucks and commercial vehicles assigned to the highway network by time of day
Truck Productions
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MSTM Applications – Freight Movement
Performance Measure % Increase (2007-2030)
Auto Trips 12%
Truck Trips 61%
Vehicle Miles of Travel 34%
Vehicle Hours of Delay 67%
Congested Lane Miles 64%
Through Travel (E-E) 52%Year
VMT (million)% Truck
VMTAll
Vehicles Trucks2007 149 11.4 7.62030 194 18.2 9.4
• Truck VMT will increase by 61%• Truck Through Trips will increase from 23% to 34%• Truck Hours of Delay will increase by 70%
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MSTM Applications – Freight Mode Choice
Within MD
Leaving MD
Arriving in MD
Group 1
Group 2
Group 3
Logistic regression models for different OD and Commodity
Groups
Identify parameters and elasticity to understand supply/ demand
impacts
From To From To From To1 Live animals fish 3 3 15 Coal 3 3 29 Printed prods 1 1
2 Cereal grains 3 3 16 Crude petroleum 3 3 30 Textiles leather 2 2
3 Other ag prods 3 3 17 Gasoline 3 3 31 Nonmetal min. prods 2 34 Animal feed 3 3 18 Fuel oils 3 3 32 Base metals 2 25 Meat seafood 3 3 19 Coal-n.e.c. 2 2 33 Articles-base metal 1 26 Milled grain prods 3 3 20 Basic chemicals 1 2 34 Machinery 2 2
7 Other foodstuffs 3 3 21 Pharmaceuticals 2 1 35 Electronics 2 2
8 Alcoholic beverages 3 3 22 Fertilizers 2 3 36 Motorized vehicles 2 19 Tobacco prods 3 3 23 Chemical prods 1 1 37 Transport equip 2 3
10 Building stone 3 3 24 Plastics rubber 2 1 38 Precision instruments 1 211 Natural sands 3 3 25 Logs 3 2 39 Furniture 3 212 Gravel 3 3 26 Wood prods 3 2 40 Misc. mfg. prods 2 2
13 Nonmetallic minerals 2 2 27 Newsprint paper 1 3 41 Waste scrap 3 314 Metallic ores 1 3 28 Paper articles 2 2 43 Mixed freight 2 2
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MSTM Applications – Freight Scenarios
The statewide model can be applied to study a variety on policy scenarios, such asPricingZoning Infrastructure improvementsChanges in economyExternal variables
Origins of Trucks Using I-95at Susquehanna RiverDonnelly, R. & Moeckel, R. (2013) “Freight mode choice models: a meta-analysis”, Transportation Research Part E, in preparation.
Growth in Port of Baltimore
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Port of Baltimore Access Improvements Study
Use of traffic simulation model to evaluate local and system level impacts of freight projects
• System Efficiency• Effective for
phasing/ staging of projects
• Before/ After Analysis
Performance Based Planning
and Programming Approaches
PROJECT IDENTIFICATION/IMPLEMENTATION
- SHORT TERM PROJECTS (local/ spot improvements)
- LONG TERM PROJECTS (corridor wide/ regional improvements)
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Freight Planning Process
Identify freight “hot spots”
Identify projects to address them
Screen the projects to determine which onesare feasible
Create short andlong term plans
Incorporate intoSHA process
Stakeholder Input
County Priority Letters
HighwayNeeds
Inventory
Screening Criteria
MDOTStatewide
Freight Plan
Previous Studies
Evaluation
Concepts
Short-Term Implementation
Plan
Long-Term Implementation
Plan
PotentialImprovement
Projects
Freight Implementation Planning Process
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Short-Term Implementations for Truck Travel
Annual Average Daily Traffic
Annual Average Daily Truck Traffic
Percentage Trucks
Truck related crashes
Proximity to distribution and intermodal centers
Truck Parking Locations
Safety, congestion, geometric and community impacts from stakeholders
Annual Average Daily Truck Traffic
Freight Hot Spots – High Scores
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GIS Spatial Analysis
Migrate data into centralized location, classify each factor on a scale 0 - 4
Assign each roadway segment a “score” using weighted factors Review hot spots for State Routes, US Routes, and Interstates
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Ongoing and Upcoming Steps
- Continue working on various MDOT/ SHA Freight Initiatives- Policy Analysis- Identify bottlenecks
and analyze improvements
- Track transportation system performance
4. I-95 SB Welcome Center project funded & under construction
- Work with Modals/ MPO/ locals and other stakeholders to support modeling and analysis needs for freight transportation decision-making
Data and Research Needsfrom a State DOT
Perspective
- Use distribution center and truck flow data
- Freight mode choice analysis capabilities
- Looking at the supply chain aspects (door to door)
- Incorporate reliability elements in decision-making
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Data and Research Needs - DOT Standpoint
How do we identify and define freight bottlenecks?
How do we quantify impacts of transportation investments on freight travel?
What is the freight industry telling us and how it impacts transportation decision-making?
How can we improve our policies, programs and projects for safe, reliable and efficient freight movement
Together, Freight Moves…
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Together, Freight Moves…Thank You !!
Contact Information:Subrat MahapatraOffice of Planning and Preliminary EngineeringMD State Highway AdministrationBaltimore, MD
[email protected] 410-545-5649