ENGS 103 (Operations Research) Team Project
python3 -m venv .env
source .env/bin/activate
pip install geos gurobipy numpy matplotlib pandas basemap
Port List
Top 10 Asian Ports sourced from https://www.icontainers.com/us/2021/03/15/top-10-ports-asia/ For Taiwan: https://www.google.com/search?client=firefox-b-1-d&q=biggest+port+in+taiwan
- List of port
- Longitude and Latitude
- Port Size (TEU) - used for import/export gravity model
Top West Coast Ports sourced from https://www.pmsaship.com/wp-content/uploads/2021/06/West-Coast-Trade-Report-June-2021.pdf
US Import Partners https://www.census.gov/foreign-trade/statistics/highlights/toppartners.html
Cargo Demand: Transport demand between pairs of ports
Table Format:
| Port (Asia) | Port (West Coast) | Demand (TEU) |
|---|---|---|
| Shanghai | Los Angeles | 5 |
| Tokyo | Los Angeles | 3 |
| Soeul | Tacoma | 1 |
| Hong Kong | Los Angeles | 2 |
- Source / destination port pairs
- Cargo quantity (weekly)
Ports (Distance, GPS coordinate): The distance table is based on the distance calculated in Pub. 151 published by National Geosptial-Intelligence Agency.
- Source port: Asian ports
- Sink port: US west coast ports
- GPS coordinate: Latitude and Longitude based on degree, i.e., W 127-36 = -127.6 deg
- Distance: Nautial mile (NM)
Ships (Supply): List of ships
The fleet is based on one of largest container shipping alliance Ocean Aliance consisting of
CMA CGM, COSCO, Evergreen. The total number of ships in Ocean Alliance are counted as 1258 (https://ajot.com/premium/ajot-ocean-carrier-alliances-the-tripartite)
- Extracted ship fleet calling US west coast ports: 88 (https://www.cma-cgm.com/ebusiness/schedules/port)
- Total TEU: 890,742
Ports (Queue Capacity): List of ports with assoc. info