~/talk

Last-Mile Logistics Simulation

Talkat SUMO User Conference 2021 · 2021-09-13..09-15
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Model of Erfurt links XCargo-generated demand to SUMO: XCargo builds per-address packet quantities and solves the initial CVRP from local hubs, then assigns a vehicle stop position per address and clusters nearby stops to reduce redundant stopping. A second Google OR-Tools VRP is solved on actual SUMO network distances, trips get vehicle/stop time assumptions, and the scenario runs in SUMO and is compared against real-world traffic and operational data to validate results. Future work adds VISUM traffic, cargo bikes and mini-hubs.

AI-written summary · about

  1. 0:00Last-mile logistics intro
  2. 1:36Logistics planning challenges
  3. 3:03Data sources and modeling
  4. 5:49Routing and clustering
  5. 7:20Simulation results insights
  6. 9:04Simulation UI and visualization
  7. 10:31Future directions and cargo bikes
  8. 11:13Q&A
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