Optimization of wood transportation

Hannu Rummukainen, Teemu Kinnari, Markus Laakso

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

    Abstract

    The planning of wood supply to pulp and saw mills at Stora Enso in Finland involves multiple optimization models, of which we discuss the short-term transportation models. The inputs to the optimization models are harvest plans on the supply side and mill production plans on the demand side. The overall goal is to transport thousands of batches of timber to dozens of mills as cost-effectively as possible. The planning proceeds in stages: First, harvested batches of timber are combined into units of truckloads. Second, the truckloads are assigned to truck, rail or water transport to mills. Finally, truck routes are planned and scheduled in order to arrange the deliveries of the truckloads. The three optimization problems are combinatorial in nature and are addressed by heuristic tabu search and mixed-integer linear programming. We give an overview of the models and our solution approaches, and discuss experiences from production use.
    Original languageEnglish
    Title of host publicationPRS2009
    Subtitle of host publicationPapermaking Research Symposium
    EditorsElina Madetoja, Heidi Niskanen, Jari Hämäläinen
    Place of PublicationKuopio
    Number of pages10
    ISBN (Electronic)978-951-27-1038-6
    Publication statusPublished - 2009
    MoE publication typeB3 Non-refereed article in conference proceedings
    EventPapermaking Research Symposium, PRS2009 - Kuopio, Finland
    Duration: 1 Jun 20094 Jun 2009

    Conference

    ConferencePapermaking Research Symposium, PRS2009
    Abbreviated titlePRS2009
    CountryFinland
    CityKuopio
    Period1/06/094/06/09

    Fingerprint

    Wood
    Timber
    Trucks
    Planning
    Tabu search
    Linear programming
    Pulp
    Rails
    Costs
    Water

    Keywords

    • wood supply
    • logistics
    • optimization
    • tabu search

    Cite this

    Rummukainen, H., Kinnari, T., & Laakso, M. (2009). Optimization of wood transportation. In E. Madetoja, H. Niskanen, & J. Hämäläinen (Eds.), PRS2009: Papermaking Research Symposium Kuopio.
    Rummukainen, Hannu ; Kinnari, Teemu ; Laakso, Markus. / Optimization of wood transportation. PRS2009: Papermaking Research Symposium. editor / Elina Madetoja ; Heidi Niskanen ; Jari Hämäläinen. Kuopio, 2009.
    @inproceedings{b624aef9e68240f1a288f3c252504984,
    title = "Optimization of wood transportation",
    abstract = "The planning of wood supply to pulp and saw mills at Stora Enso in Finland involves multiple optimization models, of which we discuss the short-term transportation models. The inputs to the optimization models are harvest plans on the supply side and mill production plans on the demand side. The overall goal is to transport thousands of batches of timber to dozens of mills as cost-effectively as possible. The planning proceeds in stages: First, harvested batches of timber are combined into units of truckloads. Second, the truckloads are assigned to truck, rail or water transport to mills. Finally, truck routes are planned and scheduled in order to arrange the deliveries of the truckloads. The three optimization problems are combinatorial in nature and are addressed by heuristic tabu search and mixed-integer linear programming. We give an overview of the models and our solution approaches, and discuss experiences from production use.",
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    author = "Hannu Rummukainen and Teemu Kinnari and Markus Laakso",
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    Rummukainen, H, Kinnari, T & Laakso, M 2009, Optimization of wood transportation. in E Madetoja, H Niskanen & J Hämäläinen (eds), PRS2009: Papermaking Research Symposium. Kuopio, Papermaking Research Symposium, PRS2009, Kuopio, Finland, 1/06/09.

    Optimization of wood transportation. / Rummukainen, Hannu; Kinnari, Teemu; Laakso, Markus.

    PRS2009: Papermaking Research Symposium. ed. / Elina Madetoja; Heidi Niskanen; Jari Hämäläinen. Kuopio, 2009.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

    TY - GEN

    T1 - Optimization of wood transportation

    AU - Rummukainen, Hannu

    AU - Kinnari, Teemu

    AU - Laakso, Markus

    PY - 2009

    Y1 - 2009

    N2 - The planning of wood supply to pulp and saw mills at Stora Enso in Finland involves multiple optimization models, of which we discuss the short-term transportation models. The inputs to the optimization models are harvest plans on the supply side and mill production plans on the demand side. The overall goal is to transport thousands of batches of timber to dozens of mills as cost-effectively as possible. The planning proceeds in stages: First, harvested batches of timber are combined into units of truckloads. Second, the truckloads are assigned to truck, rail or water transport to mills. Finally, truck routes are planned and scheduled in order to arrange the deliveries of the truckloads. The three optimization problems are combinatorial in nature and are addressed by heuristic tabu search and mixed-integer linear programming. We give an overview of the models and our solution approaches, and discuss experiences from production use.

    AB - The planning of wood supply to pulp and saw mills at Stora Enso in Finland involves multiple optimization models, of which we discuss the short-term transportation models. The inputs to the optimization models are harvest plans on the supply side and mill production plans on the demand side. The overall goal is to transport thousands of batches of timber to dozens of mills as cost-effectively as possible. The planning proceeds in stages: First, harvested batches of timber are combined into units of truckloads. Second, the truckloads are assigned to truck, rail or water transport to mills. Finally, truck routes are planned and scheduled in order to arrange the deliveries of the truckloads. The three optimization problems are combinatorial in nature and are addressed by heuristic tabu search and mixed-integer linear programming. We give an overview of the models and our solution approaches, and discuss experiences from production use.

    KW - wood supply

    KW - logistics

    KW - optimization

    KW - tabu search

    M3 - Conference article in proceedings

    BT - PRS2009

    A2 - Madetoja, Elina

    A2 - Niskanen, Heidi

    A2 - Hämäläinen, Jari

    CY - Kuopio

    ER -

    Rummukainen H, Kinnari T, Laakso M. Optimization of wood transportation. In Madetoja E, Niskanen H, Hämäläinen J, editors, PRS2009: Papermaking Research Symposium. Kuopio. 2009