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CE 341 Transportation Planning

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Calibration and application of travel forecast models ... traffic into vehicle classes: cars, taxi, vans, pickup, truck, trailer, bus, etc. ... – PowerPoint PPT presentation

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Title: CE 341 Transportation Planning


1
CE 341 Transportation Planning
  • Data Management Diagnosis

2
Transport Planning Database
  • Foundation of effective Transportation Planning
  • Objectives of Collecting data
  • Determine existing conditions
  • Calibration and application of travel forecast
    models
  • Evaluation of overall performance of systems
    operation
  • Gauging the degree to which planning goals and
    objectives are achieved
  • Two major types
  • Quantifiable data used in technical analysis
  • Subjective information (political/decision making
    process)

3
Traffic Study Data
  • Traffic studies consist of 3 primary activities
  • Data Collection Observing, gathering and
    recording data.
  • Data Reduction Coding, data entry, and
    tabulation.
  • Data Analysis Processing of data to understand
    the observed situation, diagnosis, and plan
    improvements.

4
Types of Traffic Data
  • Traffic data could be grouped into 4 broad
    categories
  • Physical inventories Street and highway
    inventories, control devices, parking spaces,
    roadway conditions.
  • Population characteristics Describe various
    aspects of road users, their vehicles, route, and
    travel behavior.
  • Operational parameters The measures that
    quantify the characteristics of traffic streams
    in motion
  • volume studies - Speed studies
  • Travel time studies - Delay studies
  • 4. Special Purpose data
  • Accident data - Parking studies
  • Pedestrian studies - Goods movement transit
    studies

5
Sampling Method in Data Collection
  • It is infeasible - practically and economically-
    to develop a database consisting of every single
    element of Target population.
  • Steps in planning and executing survey
  • Establish survey objectives
  • Define target population
  • Identify the specific relevant data to collect
  • Specify the degree of precision required
  • Determine method to be used in obtaining survey
    results
  • Select the sampling procedures and sample size
  • Pretest the survey
  • Determine the procedure for analysis for
    analyzing and summarizing data

6
Types of Sampling Procedures
  • Simple random sampling Select units out of
    population such that each population unit has an
    equal chance of being drawn.
  • Sequential sampling Draw sample from every nth
    element in the population
  • Stratified random sampling divides the
    population of N units into sub-populations (N1,
    N2, , NL) units, according to differences in
    some defining characteristics. Random samples are
    then taken within each strata.
  • Cluster sampling Grouping sampling units usually
    on a spatial or geographic basis. Clusters are
    then selected at random for sample

7
Determining Sample Size
  • Accuracy of estimates increases with the size of
    the sample
  • Degree of accuracy should be balanced against the
    cost of survey sampling
  • Determination of sample size involves two major
    steps
  • Make assumption about the population distribution
  • Make decision about the acceptable limits of
    error

8
The Normal Distribution
  • Normal Distribution is defined by
  • The Mean µ
  • The Standard deviation s
  • Probability of occurrence is measured by the
    surface area under curve.

9
Confidence Level
  • Level of confidence (1-a) reflects the
    percentage of samples falling within the desired
    limit of error.

10
Sample Size
  • n z1-a . s²
  • d
  • Where
  • n sample size
  • d tolerable margin of error of mean value
  • s standard deviation of population distribution
  • a fraction of area under Normal curve
    representing event NOT within confidence level
  • z1-a Standard normal statistics corresponding
    to the (1- a) confidence level

11
Data Collection Survey Techniques
  • Street Inventory
  • Household Travel Behavior
  • Automatic Traffic Count
  • Manual Classification Count
  • Turning Movement Count
  • Speed Survey
  • Origin-Destination Survey
  • a- Roadside interviews
  • b- Self-completion form
  • c- Vehicle plate number

12
Street /Highway Inventory
  • The inventory covers
  • street name, classification
  • transit route bus stops
  • abutting land uses and driveways
  • lighting
  • curb parking conditions
  • right-of-way utilization (lanes, sidewalk,
    pavement, medians)
  • traffic flow directions
  • traffic signs details
  • traffic signal details
  • traffic safety devices

13
Household Survey
  • Very important in urban transportation planning
  • Provide timely data on socioeconomic
    characteristics and travel behavior
  • Three basic techniques
  • personal interviews Best way of getting info.
    personal interaction, high response rate, time
    consuming, expensive
  • telephone interviews
  • mail survey

14
HH survey Data
  • Some of HH Records
  • address
  • no of personsgt5years
  • genders
  • total trips made
  • motorized vs. non-motorized
  • persons employed
  • occupation
  • income
  • drivers status
  • no. of cars
  • Some Person Records
  • Age, gender
  • Occupation, industry, income
  • Trip made
  • Origins and destinations made
  • Purpose from
  • Purpose to
  • Starting time of each trip
  • Arrival time of every trip
  • Mode of travel
  • No. of persons in car
  • Kind of parking
  • Principal route of travel

15
Automatic Traffic Count ATC
  • Mechanically measure volumes
  • Some types
  • Pressure tube (hose)
  • Magnetic (inductive)
  • Radar
  • Video image processing

Temporary Permanent
16
Hourly Flow
  • Traffic pattern Peak hour determinationAverage
    daily traffic ADT

17
Manual Classification Count MCC
  • Carried out for short period of time
  • Normally 15-mn interval
  • Classify traffic into vehicle classes cars,
    taxi, vans, pickup, truck, trailer, bus, etc.
  • Counting techniques
  • Five-bar gate on paper
  • Tally counter
  • Hand-held electronic machines

18
Turning Movement Count TMC
  • Manual count carried out with
  • Five-bar gate on paper
  • Tally counter
  • Hand-held electronic machines

19
Turning Movement Count TMC
  • Carried out at junctions during peak periods
  • 15-minute intervals
  • Record directional volumes
  • Sometimes classify the turning vehicles
    (especially left turns into light and heavy
    vehicles)
  • Very important for junction operation analysis

20
Speed Survey
  • Three types
  • Spot speed for individual vehicles using radar
    gun.
  • Vehicle in the traffic flow traveling a certain
    distance using in-vehicle measuring equipment
  • Speed of Journey

21
Time Vs. Space Mean Speed
  • Time Mean Speed
  • Is the average speed of vehicles passing a point
    over a specific time period.
  • VSt Vt/n
  • Where
  • V time mean speed
  • Vt speed of individual vehicle
  • n number of vehicles observed
  • Space Mean Speed
  • Is the average speed of vehicles traveling over a
    measured distance.
  • VnL/Si Ti
  • Where
  • V space mean speed
  • ti travel time of the ith vehicle
  • n number of vehicles observed

22
Origin-Destination Survey
  • Ask drivers the origin and destination of their
    trips.
  • Sample-based survey
  • Selection of unbiased sample
  • Define Traffic Analysis Zones TAZs, cordons, and
    screen lines

23
O-D Survey Techniques
  • Roadside Interview
  • drivers are stopped at the side of the road
  • Take safety measures during survey
  • Self-Completion Forms
  • Usually performed via mail
  • Easier, but sample may not be representative.
  • License Plate Survey
  • Record portion (or all) license plate number and
    time at some stations
  • Match license number to determine the origin,
    destination and path of the vehicle
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