CN106971246A - A kind of taxi Shang Ke areas passenger waiting time Forecasting Methodology and device - Google Patents
A kind of taxi Shang Ke areas passenger waiting time Forecasting Methodology and device Download PDFInfo
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- CN106971246A CN106971246A CN201710236855.8A CN201710236855A CN106971246A CN 106971246 A CN106971246 A CN 106971246A CN 201710236855 A CN201710236855 A CN 201710236855A CN 106971246 A CN106971246 A CN 106971246A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
Abstract
The embodiment of the present invention provides a kind of taxi Shang Ke areas passenger waiting time Forecasting Methodology and device, passenger is obtained in the queueing message in taxi Shang Ke areas and a taxis quantity of waiting, it is then determined that whether passengers quantity of waiting is less than or equal to wait a taxi passenger carrying capacity, a taxi passenger carrying capacity of waiting is the product of a taxis quantity and taxi average passenger occupancy of waiting；If so, then determining the waiting time of passenger according to the queueing message of the average pick-up time of passenger and passenger.Pass through the data such as the current passenger's queue number of waiting of collection, storage parking lot taxi in the embodiment of the present invention, the factors such as comprehensive clearance vehicle number, taxi average passenger occupancy, taxi average service time, predict taxi Shang Ke area's passenger waiting times, the stroke of oneself can be adjusted in time according to the time of waiting by changing the passenger waited in the present situation that existing passenger blindly waits in line, Shi Shangke areas.
Description
Technical field
Predicted the present embodiments relate to technical field of transportation, more particularly to a kind of taxi Shang Ke areas passenger waiting time
Method and apparatus.
Background technology
The ground such as city airport, railway station can set taxi waiting area, and time is provided for the passenger that takes trip of taxi
Parking lot institute.Passenger is during waiting, it is impossible to know store taxi storage and the time that need to be waited in parking lot in time, often go out
Existing people Duo Che is few, it is necessary to wait the situation that the long period can just leave, and passenger can not accomplish to know what's what when waiting, easily wave
Take passenger's travel time.
Therefore, need a kind of taxi Shang Ke areas passenger waiting time Forecasting Methodology badly, be easy to allow passenger to know waiting in time
Time.
The content of the invention
The embodiment of the present invention provides a kind of taxi Shang Ke areas passenger waiting time Forecasting Methodology and device, for solving to wait
Car passenger can not know that waiting time causes the travel time the problem of waste in time.
The embodiments of the invention provide a kind of taxi Shang Ke areas passenger waiting time Forecasting Methodology, including：
Passenger is obtained in the queueing message in taxi Shang Ke areas and wait a taxis quantity, the queueing message of the passenger
Queuing sequence number and passengers quantity of waiting including passenger, a taxis quantity of waiting include storing the taxis quantity in parking lot
The taxis quantity let pass with single；
It is determined that whether the passengers quantity of waiting is less than or equal to wait a taxi passenger carrying capacity, a taxi of waiting
Passenger carrying capacity is a taxis quantity and the product of taxi average passenger occupancy of waiting；
If so, then determining waiting for the passenger according to the average pick-up time of passenger and the queueing message of the passenger
Time.
Alternatively, however, it is determined that the passengers quantity of waiting is more than a taxi passenger carrying capacity of waiting, then according to described
Passenger's average pick-up time, the queueing message of the passenger, average time of temporary scheduling taxi, determine the time of the passenger
The car time.
Alternatively, it is described according to the passenger average pick-up time, the queueing message of the passenger, temporary scheduling taxi
Average time, determine the waiting time of the passenger, including：
Queuing sequence number, a taxis quantity of waiting according to the passenger, the average time of temporary scheduling taxi
And the average pick-up time of the passenger, count the passenger before the passenger and leave the required time；
Time needed for passenger before the passenger is left is defined as the waiting time of the passenger.
Alternatively, it is described according to passenger averagely pick-up time and the queueing message of the passenger, determine the passenger's
Waiting time, including：
According to the queuing sequence number of the passenger and the average pick-up time of the passenger, count before the passenger
Passenger leave the required time；
Time needed for passenger before the passenger is left is defined as the waiting time of the passenger.
Alternatively, passengers quantity of being waited described in the determination whether be less than or equal to wait a taxi passenger carrying capacity, it is necessary to
Coincidence formula (1)；
The formula (1) is：
Pt≤(Ttotal+Tway)×σ………………………(1)
Wherein, TtotalTo store the taxis quantity in parking lot, TwayThe taxis quantity let pass for single, PtMultiply to wait
Objective quantity, δ is taxi average passenger occupancy.
Correspondingly, the embodiment of the present invention additionally provides a kind of taxi Shang Ke areas passenger waiting time prediction meanss, including：
Acquisition module, it is described for obtaining queueing message and wait taxis quantity of the passenger in taxi Shang Ke areas
The queueing message of passenger includes the queuing sequence number of passenger and passengers quantity of waiting, and a taxis quantity of waiting includes storing parking lot
The taxis quantity that interior taxis quantity and single are let pass；
Processing module, for determining whether the passengers quantity of waiting is less than or equal to wait a taxi passenger carrying capacity, institute
It is a taxis quantity and the product of taxi average passenger occupancy of waiting to state a taxi passenger carrying capacity of waiting；If so, then
According to the average pick-up time of passenger and the queueing message of the passenger, the waiting time of the passenger is determined.
Alternatively, the processing module is additionally operable to：
If it is determined that the passengers quantity of waiting is more than a taxi passenger carrying capacity of waiting, then it is average according to the passenger
Pick-up time, the queueing message of the passenger, the average time of temporary scheduling taxi, determine the waiting time of the passenger.
Alternatively, the processing module specifically for：
Queuing sequence number, a taxis quantity of waiting according to the passenger, the average time of temporary scheduling taxi
And the average pick-up time of the passenger, count the passenger before the passenger and leave the required time；
Time needed for passenger before the passenger is left is defined as the waiting time of the passenger.
Alternatively, the processing module specifically for：
According to the queuing sequence number of the passenger and the average pick-up time of the passenger, count before the passenger
Passenger leave the required time；
Time needed for passenger before the passenger is left is defined as the waiting time of the passenger.
Alternatively, the processing module specifically for：
Whether passengers quantity of being waited according to being determined formula (1) is less than or equal to a taxi passenger carrying capacity of waiting；
The formula (1) is：
Pt≤(Ttotal+Tway)×σ………………………(1)
Wherein, TtotalTo store the taxis quantity in parking lot, TwayThe taxis quantity let pass for single, PtMultiply to wait
Objective quantity, δ is taxi average passenger occupancy.
The embodiment of the present invention shows, obtains passenger in the queueing message in taxi Shang Ke areas and a taxis quantity of waiting,
The queueing message of the passenger includes the queuing sequence number of passenger and passengers quantity of waiting, and a taxis quantity of waiting includes storage
The taxis quantity that taxis quantity and single in parking lot are let pass.It is then determined that whether the passengers quantity of waiting is less than or equal to
Wait a taxi passenger carrying capacity, a taxi passenger carrying capacity of waiting is put down for a taxis quantity of waiting with taxi
The product of equal handling capacity of passengers；If so, then determining the passenger according to the average pick-up time of passenger and the queueing message of the passenger
Waiting time.Pass through the current passengers quantity of waiting of collection, storage parking lot cabbie population, clearance vehicle in the embodiment of the present invention
The factors such as number, predict taxi Shang Ke area's passenger waiting times, change the present situation that existing passenger blindly waits in line, and make hiring out
The passenger waited in Che Shangke areas can adjust the stroke of oneself in time according to the time of waiting.
Brief description of the drawings
Technical scheme in order to illustrate the embodiments of the present invention more clearly, makes required in being described below to embodiment
Accompanying drawing is briefly introduced, it should be apparent that, drawings in the following description are only some embodiments of the present invention, for this
For the those of ordinary skill in field, without having to pay creative labor, it can also be obtained according to these accompanying drawings
His accompanying drawing.
A kind of system architecture diagram that Fig. 1 is applicable by the embodiment of the present invention；
A kind of schematic diagram for the queueing form of taxi Shang Ke areas that Fig. 2 is applicable by the embodiment of the present invention；
Fig. 3 illustrates for a kind of flow of taxi Shang Ke areas passenger waiting time Forecasting Methodology provided in an embodiment of the present invention
Figure；
Fig. 4 (a) is the structural representation of taxi Shang Ke areas porch display screen provided in an embodiment of the present invention；
Fig. 4 (b) is the structural representation of display screen at 50 meters of taxi Shang Ke areas provided in an embodiment of the present invention；
Fig. 4 (c) is the structural representation of display screen at 100 meters of taxi Shang Ke areas provided in an embodiment of the present invention；
Fig. 5 shows for the flow of another taxi Shang Ke areas passenger waiting time Forecasting Methodology provided in an embodiment of the present invention
It is intended to；
Fig. 6 is a kind of structural representation of taxi Shang Ke areas passenger waiting time prediction meanss provided in an embodiment of the present invention
Figure.
Embodiment
In order that the purpose of the present invention, technical scheme and beneficial effect are more clearly understood, below in conjunction with accompanying drawing and implementation
Example, the present invention will be described in further detail.It should be appreciated that specific embodiment described herein is only to explain this hair
It is bright, it is not intended to limit the present invention.
Fig. 1 it is exemplary show a kind of system architecture that the embodiment of the present invention is applicable, the system architecture can be realized
Camera in the flow of the prediction of taxi Shang Ke area's passenger waiting times, the system architecture is located at passenger's queuing and waited respectively
Point and taxi storage yard, are respectively used to collection and wait passengers quantity and a taxis quantity of waiting, when then by waiting
Between prediction algorithm, predict passenger waiting time and by waiting time in taxi Shang Ke area's entrances and taxi Shang Ke areas passage
Display screen display.
The signal for showing the queueing form of a kind of taxi Shang Ke areas that the embodiment of the present invention is applicable exemplary Fig. 2
Figure.As shown in Fig. 2 queueing form can use line row or snakelike or S rows, to ensure queuing order, ensure to multiply using physical isolation
Visitor is single-row to queue up, and settable 1 to 3 lines up 5.Passenger advances forward with troop, presses order in upper visitor and gets on the bus, upper visitor's point vehicle
Berth may be configured as 2 to 3.In taxi Shang Ke area's entrances and taxi Shang Ke areas (at such as 50 meters of taxi Shang Ke areas
At 100 meters) display screen is set, display screen is used to show estimated waiting time to the passenger that waits before display screen.
Fig. 3 illustrates a kind of taxi Shang Ke areas passenger waiting time Forecasting Methodology provided in an embodiment of the present invention
Flow, the flow can perform by taxi Shang Ke areas passenger waiting time prediction meanss.
As shown in figure 3, the specific steps of the flow include：
Step S301, obtains passenger in the queueing message in taxi Shang Ke areas and a taxis quantity of waiting.
Step S302, it is determined that whether passengers quantity of waiting is less than or equal to a taxi passenger carrying capacity of waiting.
Step S303, if so, then determining waiting for passenger according to the queueing message of the average pick-up time of passenger and passenger
Time.
Specifically, in step S301, the queueing message of passenger is the passenger that last enters taxi Shang Ke areas
Queueing message, queueing message includes the queuing sequence number of passenger and passengers quantity of waiting, and the queuing serial number passenger of passenger is single-row
Sequence number in troop, passengers quantity of waiting is the numbers of waiting of taxi Shang Ke Qu always.A taxis quantity of waiting includes storing car
The taxis quantity that taxis quantity and single in are let pass.
In step S302 and step S303, a taxi passenger carrying capacity of waiting is wait a taxis quantity and taxi
The product of average passenger occupancy, taxi average passenger occupancy can be obtained by counting.If it is determined that passengers quantity of waiting is less than or equal to time
Car point taxi passenger carrying capacity, illustrates that many people of car are few, then is determined according to the queueing message of the average pick-up time of passenger and passenger
The average pick-up time of the waiting time of passenger, wherein passenger represents that each passenger enters upper visitor's point and leaves institute by bus to from upper visitor's point
The average time needed, the average pick-up time of passenger and taxi average service time, taxi average passenger occupancy and upper objective point
Berth number is relevant.If it is determined that passengers quantity of waiting is more than a taxi passenger carrying capacity of waiting, illustrate that the few people of car is more, then according to passenger
Average pick-up time, the queueing message of passenger, the average time of temporary scheduling taxi, determine the waiting time of passenger.This hair
By factors such as the current passengers quantity of waiting of collection, storage parking lot cabbie population, clearance vehicle numbers in bright embodiment, predict
Hire a car Shang Ke areas passenger waiting time, change the present situation that existing passenger blindly waits in line, make to wait in taxi Shang Ke areas
Passenger the stroke of oneself can be adjusted in time according to the time of waiting.
The Forecasting Methodology of taxi Shang Ke area's passenger waiting times is introduced with reference to specific embodiment, is specifically included following
Step：
Whether determine to wait passengers quantity first less than or equal to wait a taxi passenger carrying capacity, specific coincidence formula (1)；
The formula (1) is：
Pt≤(Ttotal+Tway)×σ………………………(1)
Wherein, TtotalTo store the taxis quantity in parking lot, TwayThe taxis quantity let pass for single, PtMultiply to wait
Objective quantity, δ is taxi average passenger occupancy.
For example setting stores the taxis quantity T in parking lottotalFor 50, the taxis quantity T that single is let passwayFor 8,
By statistics draw the average passenger occupancy of taxi for 1.3 people/, if waiting passengers quantity PtFor 70 people, by can be calculated
70<(50+8) × 1.3=75.4, meets above-mentioned formula (1), and the passengers quantity that illustrates to wait is less than or equal to a taxi of waiting
Ability.If waiting passengers quantity PtFor 80 people, by can be calculated 80>(50+8) × 1.3=75.4, is unsatisfactory for above-mentioned formula
(1), illustrate to wait passengers quantity more than a taxi passenger carrying capacity of waiting.
If passengers quantity of waiting is less than or equal to wait a taxi passenger carrying capacity, according to passenger queuing sequence number and multiply
The average pick-up time of visitor, counts the passenger before the passenger and leaves the required time, then by multiplying before the passenger
Visitor leaves the waiting time for the required time being defined as the passenger.Illustrated with reference to specific embodiment, set taxi
An a total of troop of Shang Ke areas, upper visitor's point Berth number is 2, and passenger A is the whipper-in entered from taxi Shang Ke areas entrance
Passenger, when the camera of taxi Shang Ke areas entrance monitors passenger A, the passengers quantity in taxi Shang Ke areas is advanced into according to it
Passenger A queueing message is determined, the passengers quantity for advancing into taxi Shang Ke areas set is 99 people, then the queuing sequence number of passenger
For 100.When determining that passenger averagely gets on the bus according to taxi average service time, taxi average passenger occupancy and upper visitor point Berth number
Between meet following formula (2)：
Wherein, T is the average pick-up time of passenger, and BT is taxi average service time, and m is upper visitor's point Berth number, and δ is
Hire a car average passenger occupancy.It can show that taxi average service time is 20 seconds by statistics, taxi average passenger occupancy is 1.3
People/, it is 8 seconds to substitute into formula (2) and can obtain the average pick-up time of passenger.Then the patronage before passenger A is put down with passenger
The product of equal pick-up time is defined as passenger A waiting time, is 8 × 99/60=by can be calculated passenger A waiting time
13 minutes.
If passengers quantity of waiting is more than a taxi passenger carrying capacity of waiting, queuing sequence number, a taxi of waiting according to passenger
The average pick-up time of car quantity, the average time of temporary scheduling taxi and passenger, counts multiplying before the passenger
Visitor leaves the required time, and the time needed for then the passenger before the passenger is left is defined as the waiting time of the passenger,
A point situation is illustrated below：
Situation one, it is determined that the quantity for a taxi of waiting can not meet taxi Shang Ke areas wait passengers quantity when,
Scheduling taxi, stores in parking lot, taxi if the taxi of scheduling can be reached when a taxi of waiting also has residue in time
Shang Ke areas passenger waiting time can determine according to the few situation of many people of car.
Situation two, it is determined that the quantity for a taxi of waiting can not meet taxi Shang Ke areas wait passengers quantity when,
Scheduling taxi, if the taxi of scheduling can not be reached when a taxi of waiting also has residue in storage parking lot, is hired out in time
Che Shangke areas part passenger waiting time can determine that the passenger waiting time of remainder needs root according to the few situation of many people of car
Determined according to the queuing sequence number of the average time of temporary scheduling taxi, the average pick-up time of passenger and passenger.
If situation three, no taxi of waiting a little, and now taxi Shang Ke areas reach a collection of passenger that waits, then go out
Hire a car each passenger of Shang Ke areas waiting time by average time of temporary scheduling taxi, the average pick-up time of passenger and
The queuing sequence number of passenger is determined.Whether the passenger carrying capacity in the embodiment of the present invention for a taxi of waiting meets ridership of waiting
Two kinds of situations are measured, passenger waiting time is analyzed and calculated, therefore obtained passenger waiting time more meets actual time
Parking lot scape, waiting time precision of prediction is higher.
, can be by passenger waiting time is in the display screen of taxi Shang Ke areas entrance and goes out after passenger waiting time is determined
The display screen hired a car in Shang Ke areas is shown that the time that wherein taxi Shang Ke areas entrance display screen is shown is to enter taxi
The waiting time of Shang Ke areas whipper-in passenger.It is set by drawing after calculating into taxi Shang Ke area whipper-in passengers'
Waiting time is 20 minutes, then shown in content such as Fig. 4 (a) that the display screen of taxi Shang Ke areas porch is shown.In order to more enter
The passenger waited in one Bu Rangshangke areas knows the time for being currently needed for waiting, can be place of 50 meters of taxi Shang Ke areas and 100 meters
Place sets the passenger that can be gathered according to camera before each display screen the time that display screen is shown in display screen, taxi Shang Ke areas
Number determines, specifically, content such as Fig. 4 (b) for showing of display screen and Fig. 4 (c) institutes and at 100 meters in 50 meters of the taxi Shang Ke area at
Show.It will be issued passenger waiting time by display screen in the embodiment of the present invention, therefore the passenger that waits can in time be known and wait
Time, wasted so as to avoid caused hourage of blindly queuing up.
In order to preferably explain the embodiment of the present invention, describe the embodiment of the present invention below by specific implement scene and provide
A kind of taxi Shang Ke areas passenger waiting time Forecasting Methodology flow, as shown in figure 5, comprising the following steps：
Step S501, obtains passenger in the queueing message in taxi Shang Ke areas and a taxis quantity of waiting.
Whether step S502, judgement waits passengers quantity less than or equal to a taxi passenger carrying capacity of waiting, if then performing
Step S503, otherwise performs step S505.
Step S503, the waiting time of passenger is determined according to the queueing message of the average pick-up time of passenger and passenger.
Step S504, waiting time is shown in taxi Shang Ke area's entrances and taxi Shang Ke areas.
Step S505, according to the average time of passenger's averagely pick-up time, the queueing message of passenger, temporary scheduling taxi
Determine the waiting time of passenger.
Step S506, waiting time is shown in taxi Shang Ke area's entrances and taxi Shang Ke areas.
The embodiment of the present invention shows, obtains passenger in the queueing message in taxi Shang Ke areas and a taxis quantity of waiting,
The queueing message of the passenger includes the queuing sequence number of passenger and passengers quantity of waiting, and a taxis quantity of waiting includes storage
The taxis quantity that taxis quantity and single in parking lot are let pass.It is then determined that whether the passengers quantity of waiting is less than or equal to
Wait a taxi passenger carrying capacity, a taxi passenger carrying capacity of waiting is put down for a taxis quantity of waiting with taxi
The product of equal handling capacity of passengers；If so, then determining the passenger according to the average pick-up time of passenger and the queueing message of the passenger
Waiting time.Pass through the current passengers quantity of waiting of collection, storage parking lot cabbie population, clearance vehicle in the embodiment of the present invention
The factors such as number, predict taxi Shang Ke area's passenger waiting times, change the present situation that existing passenger blindly waits in line, and make hiring out
The passenger waited in Che Shangke areas can adjust the stroke of oneself in time according to the time of waiting.
Based on identical technical concept, Fig. 6 it is exemplary show on a kind of taxi provided in an embodiment of the present invention it is objective
Area's passenger waiting time prediction meanss, the device can perform taxi Shang Ke area's passenger waiting times pre- flow gauge.
As shown in fig. 6, the device is specifically included：
Acquisition module 601, for obtaining passenger in the queueing message in taxi Shang Ke areas and wait a taxis quantity, institute
Stating the queueing message of passenger includes the queuing sequence number of passenger and passengers quantity of waiting, and a taxis quantity of waiting includes storing car
The taxis quantity that taxis quantity and single in are let pass；
Processing module 602, for determining whether the passengers quantity of waiting is less than or equal to a taxi passenger carrying capacity of waiting,
A taxi passenger carrying capacity of waiting is a taxis quantity and the product of taxi average passenger occupancy of waiting；If so,
Then according to the average pick-up time of passenger and the queueing message of the passenger, the waiting time of the passenger is determined.
Alternatively, the processing module 602 is additionally operable to：
If it is determined that the passengers quantity of waiting is more than a taxi passenger carrying capacity of waiting, then it is average according to the passenger
Pick-up time, the queueing message of the passenger, the average time of temporary scheduling taxi, determine the waiting time of the passenger.
Alternatively, the processing module 602 specifically for：
Queuing sequence number, a taxis quantity of waiting according to the passenger, the average time of temporary scheduling taxi
And the average pick-up time of the passenger, count the passenger before the passenger and leave the required time；
Time needed for passenger before the passenger is left is defined as the waiting time of the passenger.
Alternatively, the processing module 602 specifically for：
According to the queuing sequence number of the passenger and the average pick-up time of the passenger, count before the passenger
Passenger leave the required time；
Time needed for passenger before the passenger is left is defined as the waiting time of the passenger.
Alternatively, the processing module 602 specifically for：
Whether passengers quantity of being waited described in the determination is less than or equal to wait a taxi passenger carrying capacity, it is necessary to coincidence formula
(1)；
The formula (1) is：
Pt≤(Ttotal+Tway)×σ………………………(1)
Wherein, TtotalTo store the taxis quantity in parking lot, TwayThe taxis quantity let pass for single, PtMultiply to wait
Objective quantity, δ is taxi average passenger occupancy.
It should be understood by those skilled in the art that, embodiments of the invention can be provided as method or computer program product.
Therefore, the present invention can be using the embodiment in terms of complete hardware embodiment, complete software embodiment or combination software and hardware
Form.Deposited moreover, the present invention can use to can use in one or more computers for wherein including computer usable program code
The shape for the computer program product that storage media is implemented on (including but is not limited to magnetic disk storage, CD-ROM, optical memory etc.)
Formula.
The present invention is the flow with reference to method according to embodiments of the present invention, equipment (system) and computer program product
Figure and/or block diagram are described.It should be understood that can be by every first-class in computer program instructions implementation process figure and/or block diagram
Journey and/or the flow in square frame and flow chart and/or block diagram and/or the combination of square frame.These computer programs can be provided
The processor of all-purpose computer, special-purpose computer, Embedded Processor or other programmable data processing devices is instructed to produce
A raw machine so that produced by the instruction of computer or the computing device of other programmable data processing devices for real
The device for the function of being specified in present one flow of flow chart or one square frame of multiple flows and/or block diagram or multiple square frames.
These computer program instructions, which may be alternatively stored in, can guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works so that the instruction being stored in the computer-readable memory, which is produced, to be included referring to
Make the manufacture of device, the command device realize in one flow of flow chart or multiple flows and/or one square frame of block diagram or
The function of being specified in multiple square frames.
These computer program instructions can be also loaded into computer or other programmable data processing devices so that in meter
Series of operation steps is performed on calculation machine or other programmable devices to produce computer implemented processing, thus in computer or
The instruction performed on other programmable devices is provided for realizing in one flow of flow chart or multiple flows and/or block diagram one
The step of function of being specified in individual square frame or multiple square frames.
, but those skilled in the art once know basic creation although preferred embodiments of the present invention have been described
Property concept, then can make other change and modification to these embodiments.So, appended claims are intended to be construed to include excellent
Select embodiment and fall into having altered and changing for the scope of the invention.
Obviously, those skilled in the art can carry out the essence of various changes and modification without departing from the present invention to the present invention
God and scope.So, if these modifications and variations of the present invention belong to the scope of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to comprising including these changes and modification.
Claims (10)
1. a kind of taxi Shang Ke areas passenger waiting time Forecasting Methodology, it is characterised in that including：
Passenger is obtained in the queueing message in taxi Shang Ke areas and a taxis quantity of waiting, the queueing message of the passenger includes
The queuing sequence number of passenger and passengers quantity of waiting, a taxis quantity of waiting include storing the taxis quantity and list in parking lot
The taxis quantity of secondary clearance；
It is determined that whether the passengers quantity of waiting is less than or equal to wait a taxi passenger carrying capacity, a taxi of waiting
Ability is a taxis quantity and the product of taxi average passenger occupancy of waiting；
If so, then determining the waiting time of the passenger according to the average pick-up time of passenger and the queueing message of the passenger.
2. the method as described in claim 1, it is characterised in that also include：If it is determined that the passengers quantity of waiting is more than described
Wait a taxi passenger carrying capacity, then gone out according to the average pick-up time of the passenger, the queueing message of the passenger, temporary scheduling
The average time hired a car, determine the waiting time of the passenger.
3. method as claimed in claim 2, it is characterised in that described according to the passenger average pick-up time, the passenger
Queueing message, the average time of temporary scheduling taxi, determine the waiting time of the passenger, including：
Queuing sequence number, a taxis quantity of waiting, the average time of temporary scheduling taxi according to the passenger and
The average pick-up time of the passenger, counts the passenger before the passenger and leaves the required time；
Time needed for passenger before the passenger is left is defined as the waiting time of the passenger.
4. the method as described in claim 1, it is characterised in that described according to the average pick-up time of passenger and the passenger
Queueing message, determines the waiting time of the passenger, including：
According to the queuing sequence number of the passenger and the average pick-up time of the passenger, multiplying before the passenger is counted
Visitor leaves the required time；
Time needed for passenger before the passenger is left is defined as the waiting time of the passenger.
5. the method as described in claim 1, it is characterised in that whether passengers quantity of being waited described in the determination, which is less than or equal to, is waited
Car point taxi passenger carrying capacity is, it is necessary to coincidence formula (1)；
The formula (1) is：
Pt≤(Ttotal+Tway)×σ………………………(1)
Wherein, TtotalTo store the taxis quantity in parking lot, TwayThe taxis quantity let pass for single, PtFor ridership of waiting
Amount, δ is taxi average passenger occupancy.
6. a kind of taxi Shang Ke areas passenger waiting time prediction meanss, it is characterised in that including：
Acquisition module, for obtaining passenger in the queueing message in taxi Shang Ke areas and wait a taxis quantity, the passenger
Queueing message including passenger queuing sequence number and passengers quantity of waiting, a taxis quantity of waiting includes storing in parking lot
The taxis quantity that taxis quantity and single are let pass；
Processing module, for determining whether the passengers quantity of waiting is less than or equal to wait a taxi passenger carrying capacity, the time
Car point taxi passenger carrying capacity is a taxis quantity and the product of taxi average passenger occupancy of waiting；If so, then basis
The average pick-up time of passenger and the queueing message of the passenger, determine the waiting time of the passenger.
7. device as claimed in claim 6, it is characterised in that the processing module is additionally operable to：
If it is determined that the passengers quantity of waiting is more than a taxi passenger carrying capacity of waiting, then averagely got on the bus according to the passenger
Time, the queueing message of the passenger, the average time of temporary scheduling taxi, determine the waiting time of the passenger.
8. device as claimed in claim 7, it is characterised in that the processing module specifically for：
Queuing sequence number, a taxis quantity of waiting, the average time of temporary scheduling taxi according to the passenger and
The average pick-up time of the passenger, counts the passenger before the passenger and leaves the required time；
Time needed for passenger before the passenger is left is defined as the waiting time of the passenger.
9. device as claimed in claim 6, it is characterised in that the processing module specifically for：
According to the queuing sequence number of the passenger and the average pick-up time of the passenger, multiplying before the passenger is counted
Visitor leaves the required time；
Time needed for passenger before the passenger is left is defined as the waiting time of the passenger.
10. device as claimed in claim 6, it is characterised in that the processing module specifically for：
Whether passengers quantity of being waited according to being determined formula (1) is less than or equal to a taxi passenger carrying capacity of waiting；
The formula (1) is：
Pt≤(Ttotal+Tway)×σ………………………(1)
Wherein, TtotalTo store the taxis quantity in parking lot, TwayThe taxis quantity let pass for single, PtFor ridership of waiting
Amount, δ is taxi average passenger occupancy.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710236855.8A CN106971246A (en) | 2017-04-12 | 2017-04-12 | A kind of taxi Shang Ke areas passenger waiting time Forecasting Methodology and device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710236855.8A CN106971246A (en) | 2017-04-12 | 2017-04-12 | A kind of taxi Shang Ke areas passenger waiting time Forecasting Methodology and device |
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| CN109887270A (en) * | 2019-03-28 | 2019-06-14 | 中航物业管理有限公司 | A kind of taxi being sent enters the management method in certain arrival area |
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| CN111354212A (en) * | 2020-03-11 | 2020-06-30 | 青岛海信网络科技股份有限公司 | Taxi dispatching method, server and dispatching equipment applied to station airport |
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| CN109313776A (en) * | 2017-03-29 | 2019-02-05 | 北京嘀嘀无限科技发展有限公司 | System and method for on-demand service distribution vehicle |
| CN107481488A (en) * | 2017-08-28 | 2017-12-15 | 郑海英 | Vehicle waiting time real-time reminding system |
| CN107481488B (en) * | 2017-08-28 | 2019-05-03 | 吴万敏 | Vehicle waiting time real-time system for prompting |
| CN107481487B (en) * | 2017-08-28 | 2019-05-03 | 吴万敏 | A kind of real-time method for reminding waiting time |
| CN107481487A (en) * | 2017-08-28 | 2017-12-15 | 郑海英 | A kind of method of real-time reminding waiting time |
| CN110211368A (en) * | 2018-02-28 | 2019-09-06 | 西门子（中国）有限公司 | A kind of vehicle dispatching method and system |
| CN112785832A (en) * | 2018-07-18 | 2021-05-11 | 西安艾润物联网技术服务有限责任公司 | Taxi dispatching system and taxi dispatching method |
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| CN112907934A (en) * | 2018-07-18 | 2021-06-04 | 西安艾润物联网技术服务有限责任公司 | Taxi dispatching system and taxi dispatching method |
| CN109242181A (en) * | 2018-09-04 | 2019-01-18 | 中国联合网络通信集团有限公司 | Waiting time prediction technique, apparatus and system by bus |
| CN111126746A (en) * | 2018-10-31 | 2020-05-08 | 丰田自动车株式会社 | Information delivery method, information delivery apparatus, and storage medium storing information delivery program |
| CN109887270A (en) * | 2019-03-28 | 2019-06-14 | 中航物业管理有限公司 | A kind of taxi being sent enters the management method in certain arrival area |
| CN111354212A (en) * | 2020-03-11 | 2020-06-30 | 青岛海信网络科技股份有限公司 | Taxi dispatching method, server and dispatching equipment applied to station airport |
| CN112002137B (en) * | 2020-08-18 | 2021-10-15 | 浙江浙大中控信息技术有限公司 | Management method of large-scale hub station taxi |
| CN112002137A (en) * | 2020-08-18 | 2020-11-27 | 浙江浙大中控信息技术有限公司 | Management method of large-scale hub station taxi |
| CN112258723A (en) * | 2020-10-10 | 2021-01-22 | 天津市市政工程设计研究院 | System and method for forecasting queuing length in comprehensive passenger transport hub |
| JP2022063211A (en) * | 2020-10-10 | 2022-04-21 | 天津市政工程設計研究総院有限公司 | System and method for announcement of length of queue in multi-modal passenger transportation hub |
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| CN112330956A (en) * | 2020-10-13 | 2021-02-05 | 西安艾润物联网技术服务有限责任公司 | Control method and device for automatic vehicle scheduling |
| CN112330956B (en) * | 2020-10-13 | 2023-03-07 | 西安艾润物联网技术服务有限责任公司 | Control method and device for automatic vehicle scheduling |
| CN113780608A (en) * | 2020-11-18 | 2021-12-10 | 京东城市(北京)数字科技有限公司 | Queuing time estimation method and device based on vehicle data and related equipment |
| CN113192354A (en) * | 2021-04-02 | 2021-07-30 | 浙江浙大中控信息技术有限公司 | Large-scale station waiting duration prediction method based on time pane state probability |
| CN113192354B (en) * | 2021-04-02 | 2022-06-17 | 浙江中控信息产业股份有限公司 | Large-scale station waiting duration prediction method based on time pane state probability |
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