Detecting the number of vehicle passengers
The present disclosure relates to systems and methods for managing a fleet of ridesharing vehicles. In one implementation, the system may include a communications interface configured to receive requests for shared rides from a plurality of users; a memory configured to store indications of passenger-capacity for specific ridesharing vehicles in the fleet; and at least one processor configured to receive information from the communications interface and access the memory The at least one processor may be further configured to assign, to ridesharing vehicles already transporting users, additional users for simultaneous transportation in the ridesharing vehicles; track a current utilized capacity of each specific ridesharing vehicle; and implement a threshold block that prevents assignment of additional users to a ridesharing vehicle when the ridesharing vehicle's current utilized capacity is above a threshold being less than the ridesharing vehicle's passenger-capacity.
1. An automated ridesharing dispatch system, comprising:
a memory device configured to store data relating to historical demand in a geographical area; a communications interface;
at least one processor, in communication with the memory device, configured to:
predict a first imminent demand and a second imminent demand of ridesharing requests in the geographical area based on the data relating to historical demand in the geographical area, wherein the predicted first imminent demand and the predicted second imminent demand occurs within a predetermined time period from a given point in time;
select, based on the predicted first and second imminent demands, a first holding zone location and a second holding zone location for propositioning empty ridesharing vehicles to wait in order to locate the empty ridesharing vehicles to expedite satisfaction of the predicted first and second imminent demands within a predetermined time threshold upon receipt, the second imminent demand being greater than the first imminent demand;
send, via the communications interface, to a mobile communications device in a first specific ridesharing vehicle, instructions directing the first specific ridesharing vehicle to the first holding zone based on global positioning system (GPS) data received from a GPS device associated with the first specific ridesharing vehicle;
send, via the communications interface, to a mobile communications device in a second specific ridesharing vehicle to the second holding zone based on GPS data received from a GPS device associated with the second specific ridesharing vehicle; and
send, via the communications interface, to a mobile communications device in a third specific ridesharing vehicle to the second holding zone based on GPS data received from a GPS device associated with the third specific ridesharing vehicle.
2. The automated ridesharing dispatch system of claim 1 , wherein the data relating to historical demand in the geographical area comprises data relating to at least one prior ride request.
3. The automated ridesharing dispatch system of claim 2 , wherein the data relating to the at least one prior ride request comprises at least one of a pick-up location, date, or time.
4. The automated ridesharing dispatch system of claim 1 , wherein the data relating to historical demand in the geographical area comprises a weather condition associated with a prior ride request at a time in the geographical area.
5. The automated ridesharing dispatch system of claim 1 , wherein the data relating to historical demand in the geographical area comprises a total number of ride requests received over a period of time in a portion of the geographical area.
6. The automated ridesharing dispatch system of claim 1 , wherein the data relating to historical demand in the geographical area comprises data relating to an event in the geographical area.
7. The automated ridesharing dispatch system of claim 1 , wherein predicting the first imminent demand comprises: determining a number of ride requests in a period of time; and predicting the first imminent demand if the number of ride requests exceeds a demand threshold.
8. The automated ridesharing dispatch system of claim 1 , wherein the at least one processor is further configured to predict a first general zone associated with the first imminent demand in the geographical area.
9. The automated ridesharing dispatch system of claim 1 , wherein the at least one processor is further configured to send, via the communications interface, to the mobile communications device in the first specific ridesharing vehicle directing the first specific ridesharing vehicle to stay in the first holding zone.
10. The automated ridesharing dispatch system of claim 1 , wherein the at least one processor is further configured to: receive a ride request from a user; and assign the ride request to a fourth specific ridesharing vehicle although at least one of the first specific ridesharing vehicle, the second specific ridesharing vehicle, or the specific ridesharing vehicle is closer to the user than the fourth specific ridesharing vehicle.
11. A computer-implemented method for automated dispatching ridesharing vehicles, the method comprising:
predicting a first imminent demand and a second imminent demand of ridesharing requests in a geographical area based on the data relating to historical demand in the geographical area, wherein the predicted first imminent demand and the predicted second imminent demand occurs within a predetermined time period from a given point in time;
selecting, based on the predicted first and second imminent demands, a first holding zone location and a second holding zone location for propositioning empty ridesharing vehicles to wait in order to locate the empty ridesharing vehicles to expedite satisfaction of the predicted first and second imminent demands within a predetermined time threshold upon receipt, the second imminent demand being greater than the first imminent demand;
sending, via a communications interface, to a mobile communications device in a first specific ridesharing vehicle, instructions directing the first specific ridesharing vehicle to the first holding zone based on global positioning system (GPS) data received from a GPS device associated with the first specific ridesharing vehicle;
sending, via the communications interface, to a mobile communications device in a second specific ridesharing vehicle to the second holding zone based on GPS data received from a GPS device associated with the second specific ridesharing vehicle; and
sending, via the communications interface, to a mobile communications device in a third specific ridesharing vehicle to the second holding zone based on GPS data received from a GPS device associated with the third specific ridesharing vehicle.
12. The method of claim 11 , wherein the data relating to historical demand in the geographical area comprises data relating to at least one prior ride request.
13. The method of claim 12 , wherein the data relating to the at least one prior ride request comprises at least one of a pick-up location, date, or time.
14. The method of claim 11 , wherein the data relating to historical demand in the geographical area comprises a weather condition associated with a prior ride request at a time in the geographical area.
15. The method of claim 11 , wherein the data relating to historical demand in the geographical area comprises a total number of ride requests received over a period of time in a portion of the geographical area.
16. The method of claim 11 , wherein the data relating to historical demand in the geographical area comprises data relating to an event in the geographical area.
17. The method of claim 11 , wherein predicting the first imminent demand comprises: determining a number of ride requests in a period of time; and predicting the first imminent demand if the number of ride requests exceeds a demand threshold.
18. The method of claim 11 , further comprising predicting a first general zone associated with the first imminent demand in the geographical area.
19. The method of claim 11 , further comprising sending, via the communications interface, instructions to the mobile communications device in the first specific ridesharing vehicle directing the first specific ridesharing vehicle to stay in the first holding zone.
20. A non-transitory computer-readable medium storing instructions, wherein the instructions, when executed by at least one processor, cause a system to perform a method, the method comprising:
predicting a first imminent demand and a second imminent demand of ridesharing requests in the geographical area based on the data relating to historical demand in the geographical area, wherein the predicted first imminent demand and the predicted second imminent demand occurs within a predetermined time period from a given point in time;
selecting, based on the predicted first and second imminent demands, a first holding zone location and a second holding zone location for propositioning empty ridesharing vehicles to wait in order to locate the empty ridesharing vehicles to expedite satisfaction of the predicted first and second imminent demands within a predetermined time threshold upon receipt, the second imminent demand being greater than the first imminent demand;
sending, via a communications interface, to a mobile communications device in a first specific ridesharing vehicle, instructions directing the first specific ridesharing vehicle to the first holding zone based on global positioning system (GPS) data received from a GPS device associated with the first specific ridesharing vehicle;
sending, via the communications interface, to a mobile communications device in a second specific ridesharing vehicle to the second holding zone based on GPS data received from a GPS device associated with the second specific ridesharing vehicle; and
sending, via the communications interface, to a mobile communications device in a third specific ridesharing vehicle to the second holding zone based on GPS data received from a GPS device associated with the third specific ridesharing vehicle.