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    1.2251.225J (ESD 205) Transportation Flow SystemsJ (ESD 205) Transportation Flow Systems

    Lecture 1Lecture 1Cumulative Plots & TimeCumulative Plots & Time--Space DiagramsSpace Diagrams

    Prof.Prof. IsmailIsmail Chabini and Prof.Chabini and Prof. Amedeo OdoniAmedeo Odoni

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    Cumulative PlotsCumulative PlotsObserver: count the total number of vehicles,N(t), that passed in

    front of him/her during time interval [0,t].

    Lane 2

    Lane 1

    Link entry Link exit

    Observer

    1

    2

    3

    4

    5

    time

    N(t)

    0

    N(t)

    )(~

    q(t)

    tN

    1.225, 10/29/02t1 t2 t t3 t4 t5 Lecture 1, Page 2

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    Observations onObservations on N(t)N(t)

    N(t) is a step function. (not smooth)~~ (

    ( tN ) is a smooth approximation ofN(t) tNd ) exists.dt~

    ((

    tq ) = tNd ) : instantaneous flow at time t.dt

    ~N(T) N(0) N(T) N(0)Average flow =

    T T

    1.225, 10/29/02 Lecture 1, Page 3

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    ArrivalArrival--Departure Cumulative PlotsDeparture Cumulative Plots

    Single lane

    Observer A:A(t) Observer D:D(t)

    1.225, 10/29/02 Lecture 1, Page 4

    D(t)

    A(t)

    t0 t1A-1(n)

    n1

    D-1(n)time

    N(t)

    00

    t

    ?

    n?

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    Accumulated Items:Accumulated Items: Q(t) = A(t)Q(t) = A(t)--D(t)D(t)??

    Q(t): number of items (cars, planes) accumulated between the twoobservers.

    Q(t) = Q(0) + [A(t) - A(0)] - [D(t) - D(0)]= (Q(0) + D(0) - A(0)) + A(t) - D(t)

    = A(t) - D(t) ( if Q(0)+D(0)-A(0) = 0 )

    1.225, 10/29/02 Lecture 1, Page 5

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    Waiting Under FIFO OrderWaiting Under FIFO Order

    Vehicles depart in the same order as they entered a link (i.e. segmentof road) (First-In-First-Out) FIFO

    Item n is observed at the entrance of a link at timeA-1(n).Item n is observed at the exit of a link at timeD-1(n).Waiting time of the item n: w(n) = D-1(n) - A-1(n)

    1.225, 10/29/02 Lecture 1, Page 6

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    Q(t)Q(t),, w(n)w(n), and Elemental Waiting, and Elemental Waiting

    D(t)

    A(t)

    t0

    elemental waitings

    t+dt

    N(t)

    time0 A-1(n) D-1(n)

    n w(n)n+dn

    t1

    n1

    t

    Q(t)

    1.225, 10/29/02 Lecture 1, Page 7

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    Total Waiting TimeTotal Waiting Time

    Elemental waiting during [t, t+dt]: Q(t)dt

    ( )

    t1

    ( (

    Total waiting during [t0, t1]: Area =

    t1

    dttQ = t0 ( tA ) tD ))dtt0

    Elemental waiting during [n, n+dn]: w(n)dnTotal waiting during [0, n1]: Area = n1 dnnw( )0Average wait suffered by vehicle arriving between t0 and t1

    Area =Area t1 t0 =Q 1W =( ( ( (tA 1) tA ) t1 t0 tA 1) tA ) 0 0

    Q = W (Queuing formula)

    1.225, 10/29/02 Lecture 1, Page 8

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    TimeTime--Space Diagram: Analysis at a Fixed PositionSpace Diagram: Analysis at a Fixed Position

    position

    h1 h2 h4h3

    0

    L

    x

    timet0

    T

    1.225, 10/29/02 Lecture 1, Page 9

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    Flows and HeadwaysFlows and Headways

    m(x): number of vehicles that passed in front of an observer atpositionx during time interval [0,T]. (ex. m(x)=5)

    ( (Flow rate: xq ) = xm )T

    Headway hj(x): time separation of consecutive vehiclesxm )(

    hj (x)Average headway: h (x) = j=1

    (xm ) 1What is the relationship between q(x) and h (x) ?

    1.225, 10/29/02 Lecture 1, Page 10

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    Flow Rate vs. Average HeadwayFlow Rate vs. Average Headway

    m(x)

    IfTis large, T hj (x)j=1

    m(x)

    hj (x)1 = T j=1 =h (x)Then,xq ) xm ) xm )( ( (

    1(xq ) This is intuitively correct.

    h (x)

    q(x) is also called volume in traffic flow systems circles (i.e. 1.225)

    q(x) is also called frequency in scheduled systems circles (i.e.1.224)

    1.225, 10/29/02 Lecture 1, Page 11

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    TimeTime--Space Diagram: Analysis at Fixed TimeSpace Diagram: Analysis at Fixed Time

    position

    t

    s1

    s2

    L

    0 timet0

    1.225, 10/29/02 Lecture 1, Page 12

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    Density and SpacingDensity and Spacing

    n(t):number of vehicles in a stretch of lengthL at time t.

    (

    (

    Density tk )= tn )

    L

    si(t):spacing between vehicle i and vehicle i+1.tn )(

    L si (t)i=1 tn )(si (t)

    1( = L i=1 = ts )

    ( ( (tk ) tn ) tn )1

    ( tk )ts )

    (Is this intuitive?)(

    1.225, 10/29/02 Lecture 1, Page 13

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    Lecture 1 SummaryLecture 1 Summary

    Cumulative plots:A(t), D(t), Q(t), w(n) Q = W

    Time-Space Diagram: Analysis at a fixed position1

    xq ) (h (x)

    Time-Space Diagram: Analysis at a fixed time1

    tk ) (ts )(

    1.225, 10/29/02 Lecture 1, Page 14