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GOLM Status Report

GOLM Status Report. Diego Klabjan and Yue Geng Industrial Engineering and Management Sciences Northwestern University. Agenda. Project Overview Phase One Summary Phase Two Scope Completed Tasks Results Summary and Future Work. Project Overview. Overview. Overview. …. S cenario 1.

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GOLM Status Report

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  1. GOLM Status Report Diego Klabjan and YueGeng Industrial Engineering and Management Sciences Northwestern University

  2. Agenda • Project Overview • Phase One Summary • Phase Two • Scope • Completed Tasks • Results • Summary and Future Work

  3. Project Overview Overview

  4. Overview … Scenario 1 Scenario 2 Forecast Future Needs Decision Support Tool Optimization Engine Long Term Cost Long Term Emission Other KPIs

  5. Summary of Phase One Cargo level model

  6. Time window for shipment A at origin Shipment A People Scotia 1 2 3 4 • Cargo Shipments • Fuel Shipments 1 2 3 4 Kanger Cargo level model Capacity Requirement Inventory Requirements 1 2 3 4 Other Summit Time window for shipment A at destination Shipment A What aircraft from Scotia to Kanger, Kanger to Summit How many aircrafts from Scotia to Kanger, Kanger to Summit

  7. Phase Two - Scope Goal Concept Overview

  8. Goal Cargo Level Input Discipline/Project Level Input Better predict future needs • Optimization Engine

  9. Concept • For each discipline specify future needs • Number of projects • Science activity • Extra consideration to construction projects • Capture different infrastructure scenarios • Second big house

  10. Input: Estimation of total weight, person, energy • needs at discipline level from decision maker Overview • + Historical Data People: Science and Construction Weight Distribution at Origin/Destination Cargo Movement Date Distribution at Origin/Destination Fuel Requirement • Optimization Engine • What aircraft, number of aircrafts from Scotia to Kanger, Kanger to Summit

  11. Phase Two – Completed Tasks Distribution fitting Discipline level input (year 2008 to 2010) Optimization engine retooling

  12. Discipline level input (year 2008 to 2010) Constant daily fuel for generators Summit Common Fuel Regress daily fuel for heavy equipment against number of people

  13. Example Cryosphere year 2010 Biology year 2010

  14. Input Example- Operations/Construction Projects Construction year 2008 Construction year 2009

  15. Distribution fitting Match projects to disciplines Match cargo, person to projects Number of Projects People Date Distribution Cargo Movement Weight Distribution • Fuel Requirements

  16. Optimization engine retooling Distributions Sample to get detailed input Discipline level input Modify the interface of optimization engine Optimization Engine

  17. Phase Two – Results Compare with historical data – year 2008 Compare with historical data – year 2008 to year 2010

  18. Compare with historical data – year 2008Kangerlussuaq to Summit

  19. Compare with historical data – year 2009Kangerlussuaqto Summit

  20. Summary and Future Work • Issues with construction cargo/person and fuel • Dashboards to assist the estimation of future discipline • level input Consider future scenarios • Develop faster algorithms to solve the large-scale problem

  21. Dashboard demonstration

  22. Dashboard demonstration

  23. Next immediate steps • Create future scenarios • Task team from NSF, bi-week meeting

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