Download - Strategic Planning of Charging Infrastructures for Electric Vehicles in Urban Areas

Transcript
  • T r a n s p o r t a n d E n e r g y S y s t e ms L a b o r a t o r y

    Strategic Planning of Charging Infrastructures for Electric Vehicles in

    Urban Areas

    Transport and Energy Systems Laboratory

    School of Naval Architecture, Ocean and Civil Engineering

    Shanghai Jiao Tong University

    2015-5-13

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    2014.410l

    l Network and Discrete Location: Models, Algorithms and Applications by Mark Daskin

    l Urban Transportation Networks: Equilibrium Analysis with Mathematic Programming Methods by Yosef Sheffi

    l l l l

    l l 17th International IEEE Conference on

    Intelligent Transportation Systems, Qingdao, Shandong, Oct 8-11,2014

    l ,2014.4.22

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    l l Network Flows: Theory, Algorithms and

    Applications by Ravindra K. Ahuja et al.l Tabu Search by Fred Glover

    l l l l l

    2014.10-2015.4

    l l Transportation Research Part El Transportation Research Board

    Annual Meeting

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    l l l Electrified transportation l

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    lRange anxiety

    lOverlong charging time

    lInsufficient charging infrastructure

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    lRange anxiety

    lOverlong charging time

    lInsufficient charging infrastructure

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    ll l l

    ll l

    l

    l

    l l

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    12

    Network location-allocation models

    Node-based

    models

    Link-based

    models

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    13

    l Set Covering Location Problem, SCLP(Toregas et al.

    1971)

    l Maximum Covering Location Problem, MCLP (Church and ReVelle,1974)

    l P-center Problem (Daskin et al. 1995) P-

    l P-median Problem ( Hakimi 1964; ReVelle and Swain 1970) P

    l Fixed Charge Problem (Daskin 2008)

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    14

    l

    l l

    l

    l l

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    16

    lAt-Destination Charging Station Location Problem lLevel2Fast DCl

    l1.

    2.3.

    l

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    !"# !!! ! !!" + !!"! !!"! + !!" + !!"! !!"!!,!!

    !

    s.t.$ $

    ! !!!

    !!

    !! = 0,1 !!!!!!!!!!!!!!!!!!! !!

    !"# !!" !!!"

    !!,!!" + !!"! !!"! + !!"!!!"! +

    !,!!!

    !!

    !!! !"!

    s.t.$ $

    !!!",! + !!!",!!!

    = !! !!!!!!!!!! !!" , ! !, ! !!

    !!!",! 0!,!!!!!!!",! 0!!!!!!!!!!!!!!!!!!!! !!" , ! !, ! !!! (2 !!)!!!" !!!" 0!!!!!!!!!!!! !!" , ! !, ! !!

    !

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    19

    FrankWolfe

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    Sioux Falls Network

    Travel time & Operation cost Destination cost Distance

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    D=80Demand=5853596061Alpha0.01

    11111 143.0083

    10111 132.3741

    1:0:

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    !"# !!! ! !!" + !!"! !!"! + !!" + !!"! !!"!!,!!

    !

    ! ! ! ! ! ! !!AlphaAlphaAlpha

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    l Bendersl l l

    2014.5

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    28

    En-Route Charging Station Location Problem

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

    En Route Charging Station Location Problem

    !"# !!"!!"

    ! !!"!"

    !!"! + !!"! !

    s.t.$ $ $ $ $ $ $

    !!!

    !!

    !! = 0,1 $ $ $ $ $ $ $ $ $ $ $ !! !$

    !"# !!"!!"! !!!"

    !

    !(!,!)(!)!"!

    s.t.$ !

    !!! ,!"!

    = !!"! !!!!!!!!!!!(!, !) !!

    !!!,!"!

    = !!"! !!!!!!!!!!!(!, !) !!

    !!"! + !!"! = !!" ! ! ! ! ! ! !(!, !) !!

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r an s p

    o r t a n

    d En e r

    g y S y s

    t e ms L

    a b or a t

    o r y

  • T r a n s p o r t a n d E n e r g y S y s t e ms L a b o r a t o r y

    2015-5-13

    Phone: +86 15102117260

    Email: [email protected]