System and method for generating commodity flow information
Disclosed is method including receiving digital vehicle data for a fleet of vehicles like trucks, trains, planes, drones, etc., the digital vehicle data being one or more of GPS/location-based data, image data or radar data and combining one or more of pieces of data. The method includes inferring, based on the first combined data or based on incomplete data, a loaded/empty status of a vehicle. The method includes combining other data to yield second combined data, receiving data regarding one or more of supply, demand, and amount of available cargo to yield third combined data, generating information relating to a supply of vehicles available to load at a specified dock and/or deliver a cargo to a specified dock, in each case within a specified period of time and generating suggestions for one or more vehicles regarding future routes based on the data.
1. A method comprising:
receiving, via a computer-generated electronic communication from a location-determining device on a vehicle, vehicle location data for the vehicle;
receiving, via a processor, incomplete data or inaccurate data associated with one or more of a fleet of vehicles, historical vehicle location data, the vehicle location data, vehicle physical characteristics data, dock physical characteristics data associated with a dock and known patterns of trade flows using the fleet of vehicles;
applying an algorithm to fill in gaps from the incomplete data or the inaccurate data to yield generated data;
inferring, based on the generated data, a cargo and a load status data for one or more vehicles in the fleet of vehicles to yield inferred data; and
generating suggestions for one or more vehicles regarding a route based on one or more of the generated data and the inferred data.
2. The method of claim 1 , wherein receiving the vehicle location data is performed via an antenna or satellite.
3. The method of claim 1 , further comprising:
predicting, based on location data and inferred data for multiple vehicles, global trade at one of an individual vehicle level and an aggregated fleet of vehicles level.
4. The method of claim 1 , wherein the vehicle comprises a vehicle with wheels, a flying vehicle or a boat.
5. The method of claim 1 , further comprising:
receiving data regarding one or more of a supply, a demand, and an amount of available cargo to yield combined data.
6. The method of claim 5 , wherein generating the suggestions for one or more vehicles regarding the route is further based on the combined data.
7. The method of claim 1 , wherein a loaded/empty status of the vehicle is inferred based on the incomplete data or the inaccurate data.
8. The method of claim 1 , wherein the incomplete data or the inaccurate data comprises one or more of location-based data, image data or radar data retrieved at least in part from one or more of a satellite, a ground based receiver, from a respective vehicle of the fleet of vehicles, or other receiver.
9. The method of claim 8 , further comprising inferring a loaded/empty status of a plurality of vehicles.
10. The method of claim 1 , wherein the incomplete data or the inaccurate data comprises two or more of global-positioning-system data, image data or radar data.
11. The method of claim 1 , wherein the incomplete data or the inaccurate data comprises a combination of two or more of the historical vehicle location data, the vehicle location data, the vehicle physical characteristics data, the dock physical characteristics data, a speed of vehicles of the fleet of vehicles, vehicle congestion data, and the known patterns of trade flows.
12. The method of claim 1 , wherein the dock physical characteristics data comprise one or more of an operational status of the dock, a position of the dock, a capacity of the dock, a size of the dock, stations configured at the dock, a location of the stations configured at the dock, cargo handled by the dock, and cargo handled at respective stations within the dock.
13. The method of claim 1 , wherein the incomplete data or the inaccurate data comprises radar data related to an image of the vehicle.
14. A system comprising:
a processor;
an antenna; and
a computer readable storage medium storing instructions which, when executed by the processor, cause the processor to perform operations comprising:
receiving, via a computer-generated electronic communication from a location-determining device on a vehicle, vehicle location data for the vehicle;
receiving incomplete data or inaccurate data associated with one or more of a fleet of vehicles, historical vehicle location data, the vehicle location data, vehicle physical characteristics data, dock physical characteristics data associated with a dock and known patterns of trade flows using the fleet of vehicles;
applying an algorithm to fill in gaps from the incomplete data or the inaccurate data to yield generated data;
inferring, based on the generated data, a cargo and a load status data for one or more vehicles in the fleet of vehicles to yield inferred data; and
generating suggestions for one or more vehicles regarding a route based on one or more of the generated data and the inferred data.
15. The system of claim 14 , wherein the computer readable storage medium stores additional instructions which, when executed by the processor, cause the processor to perform operations comprising:
predicting, based on location data and inferred data for multiple vehicles, global trade at one of an individual vehicle level and an aggregated fleet of vehicles level.
16. The system of claim 14 , wherein the vehicle comprises a vehicle with wheels, a flying vehicle or a boat.
17. The system of claim 14 , wherein the computer readable storage medium stores additional instructions which, when executed by the processor, cause the processor to perform operations comprising:
receiving data regarding one or more of a supply, a demand, and an amount of available cargo to yield combined data.
18. The system of claim 17 , wherein generating the suggestions for one or more vehicles regarding the route is further based on the combined data.
19. The system of claim 14 , wherein a loaded/empty status of the vehicle is inferred based on the incomplete data or the inaccurate data.
20. The system of claim 14 , wherein the computer readable storage medium stores additional instructions which, when executed by the processor, cause the processor to perform operations comprising: wherein the incomplete data or the inaccurate data comprises one or more of location-based data, image data or radar data retrieved at least in part from one or more of a satellite, a ground based receiver, from a respective vehicle of the fleet of vehicles, or other receiver.