CN112102628B - Ramp coordination control and induction method for double-layer expressway bottleneck - Google Patents

Ramp coordination control and induction method for double-layer expressway bottleneck Download PDF

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CN112102628B
CN112102628B CN202011289143.0A CN202011289143A CN112102628B CN 112102628 B CN112102628 B CN 112102628B CN 202011289143 A CN202011289143 A CN 202011289143A CN 112102628 B CN112102628 B CN 112102628B
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ramp
layer
control
regulation rate
expressway
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CN112102628A (en
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张晓春
庄立坚
王梦迪
周先榜
高飞
丘建栋
修科鼎
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Shenzhen Urban Transport Planning Center Co Ltd
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Shenzhen Urban Transport Planning Center Co Ltd
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    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/07Controlling traffic signals
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0125Traffic data processing
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0137Measuring and analyzing of parameters relative to traffic conditions for specific applications
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/07Controlling traffic signals
    • G08G1/08Controlling traffic signals according to detected number or speed of vehicles

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Abstract

The invention relates to a ramp coordination control and induction method for a double-layer highway bottleneck, which belongs to the technical field of traffic management and control and aims to solve the congestion problem of different conditions of a single-layer or double-layer highway; respectively calculating single-point regulation rates of the three-dimensional expressway entrance ramps and the ground-level expressway entrance ramps by using an Alinea algorithm; judging whether the bottleneck of the expressway on the three-dimensional and ground floor needs to be subjected to ramp coordination control according to the traffic flow parameters; and finally, activating single-layer ramp coordination control according to the coordination regulation rate calculation under single-layer or double-side Bottleneck congestion, calculating the optimal regulation rate of the single-layer expressway by using a Bottleneck algorithm, starting ramp control, and effectively ensuring the normal operation of the whole traffic system when the ramp control is used for the traffic system consisting of the three-dimensional layer expressway and the ground layer expressway.

Description

Ramp coordination control and induction method for double-layer expressway bottleneck
Technical Field
The invention belongs to the technical field of traffic management and control, and relates to a ramp coordination control and induction method for a double-layer highway bottleneck.
Background
With the rapid increase in the number of motor vehicles, traffic authorities need to meet the ever-increasing traffic demands by building road infrastructure on a large scale. Wherein, a great part of projects are reconstructed and expanded based on original facilities. Particularly, for urban expressways, a new method is to construct a parallel expressway on the three-dimensional layer of the original expressway and connect it by switching ramps, and this construction method can relieve congestion by increasing traffic supply. However, in the face of increasing traffic demands, a coordinated control means is needed to manage and control the traffic flow of the three-dimensional and ground-level highways, so as to achieve the purposes of relieving traffic congestion and improving traffic safety. Based on the method, the invention designs a ramp coordination control and induction method for the bottleneck of the double-layer highway.
In the research of many ramp controls, static control and dynamic control can be classified according to the degree of response to real-time traffic information. According to the control range of ramp control, the dynamic control can be further divided into single-point dynamic control and dynamic coordination control. And static control is based on historical all-day traffic data, and ramp control regulation rate is formulated. The dynamic control needs to utilize a real-time traffic information detection technology to acquire input flow, speed and occupancy data. Due to the defect that static control cannot respond to traffic information change, dynamic control is developed and becomes a main control mode of ramp control. The method provided by the invention also belongs to dynamic control. Common algorithms for single-point dynamic control are demand-capacity control, occupancy control and Alinea control. Commonly used algorithms for dynamic coordination control are Helper, bottleeck, SWARM, and the like. Since the present invention is intended for double-deck highway applications, dynamic coordinated control is required. However, the existing algorithms are only directed to a few ramps of one highway, and cannot be applied to a plurality of connected highways. Based on the method, the Bottleneck algorithm is improved, the Alinea algorithm is combined, the ramps of the highway on the stereoscopic and ground layers are coordinately controlled, and traffic guidance is assisted, so that the improvement is carried out from the system level, and the better effect is achieved.
Disclosure of Invention
In order to solve the problem of congestion of single-layer or double-layer highways under different conditions and further ensure the normal operation of the whole traffic system, the invention provides a scheme of a ramp coordination control and induction method for a double-layer highway bottleneck, which comprises the following specific steps:
the method comprises the following steps: applying ramp coordination control and induction on the expressway, wherein the equipment comprises a traffic flow detector, ramp signal control lamps and a variable information board;
step two: calculating single-point regulation rate, namely calculating the single-point regulation rate of the entrance ramp of the expressway on the three-dimensional and ground layers respectively by using an Alinea algorithm;
step three: activating ramp coordination control, and judging whether the bottleneck of a three-dimensional highway and a ground-level highway needs to be subjected to ramp coordination control according to traffic flow parameters;
step four: if only single-layer ramp coordination control is activated, using a Bottleneeck algorithm to calculate the optimal regulation rate of the single-layer highway, and starting ramp control;
step five: if the double-layer ramp coordination control is activated simultaneously, using a Bottleneeck algorithm to calculate the optimal regulation rate of the upper-layer highway and using an improved Bottleneeck algorithm to calculate the optimal regulation rate of the lower-layer highway, and distributing the optimal regulation rates to each layer of entrance ramps to start coordination ramp control;
step six: and issuing guidance information, and issuing the guidance information through a variable information board to prompt a driver to drive according to a set route after the ramp control scheme is determined.
Further, the equipment setting in the first step includes that the ground layer expressway ramps are drawn on two sides of the road, and the ramps are actually positioned on the right side of the road, and the concrete steps are detailed as follows:
step one, respectively arranging traffic flow detectors at bottlenecks of main lines of three-dimensional expressway and ground layer expressway
Figure 804974DEST_PATH_IMAGE001
Figure 846748DEST_PATH_IMAGE002
And traffic detectors are respectively arranged at the upstream of the bottle necks
Figure 626485DEST_PATH_IMAGE003
Figure 647793DEST_PATH_IMAGE004
The ramp in the middle area of the two groups of detectors is the controlled ramp;
step two, for all controlled entrance ramps including the ramps for switching the ramps to be communicated with peripheral roads, arranging a traffic flow detector and ramp signal control lamps at the ramp port, and arranging a variable information board at the upstream of the ramps; arranging a traffic flow detector at a main line at the downstream of the ramp; arranging a variable information board at an upstream main line of the ramp;
step three, for all exit ramps, arranging a variable information board at the upstream of a main line of a ramp;
step four, marking the labels of the entrance ramp and the exit ramp of the three-dimensional layer connected with the peripheral roads as the
Figure 462165DEST_PATH_IMAGE005
Figure 284628DEST_PATH_IMAGE006
Figure 676295DEST_PATH_IMAGE007
Step one and five, marking the entry ramp and the exit ramp connected with the ground layer and the peripheral roads as the labels
Figure 875195DEST_PATH_IMAGE008
Figure 170172DEST_PATH_IMAGE009
Figure 163536DEST_PATH_IMAGE010
Step six, marking the conversion ramp from the ground layer to the stereoscopic layer as a label
Figure 917866DEST_PATH_IMAGE011
Figure 779511DEST_PATH_IMAGE012
The method comprises the following steps of one step and seven step,the transition ramp from the three-dimensional layer to the ground layer is numbered
Figure 302896DEST_PATH_IMAGE013
Figure 732741DEST_PATH_IMAGE014
Step one eight, for all the entrance ramps, step one
Figure 600465DEST_PATH_IMAGE015
The ramp flow for each control period is recorded as
Figure 875588DEST_PATH_IMAGE016
Of 1 at
Figure 519059DEST_PATH_IMAGE017
The optimum regulation rate for each control period is recorded as
Figure 978860DEST_PATH_IMAGE018
The single point regulation rate is recorded as
Figure 707781DEST_PATH_IMAGE019
Coordination of the adjustment rate is noted
Figure 412694DEST_PATH_IMAGE020
Wherein
Figure 910672DEST_PATH_IMAGE021
Further, in the second step, the single-point regulation rate is calculated, and the single-point regulation rates of the three-dimensional expressway entrance ramps and the ground-level expressway entrance ramps are calculated by using an Alinea algorithm.
Further, the ramp coordination control activation condition process in the step three comprises the following specific steps:
step three, judging whether the bottleneck of the three-dimensional highway and the highway on the ground floor needs to carry out ramp coordination control or not according to the traffic flow parameters;
step two, activating the ramp coordination control of the layer if the current occupancy of the bottleneck of the expressway is greater than the threshold occupancy;
and thirdly, after judging whether the traffic condition at the bottleneck position of the double-layer highway meets the requirement of ramp coordination control, selecting a proper control scheme and algorithm according to the combined activation condition of the three-dimensional highway and the ground-layer highway.
Further, in the fourth step, the coordination regulation rate under the single-layer Bottleneck congestion is calculated, if only single-layer ramp coordination control is activated, the improved bottleeck algorithm is used for calculating the optimal regulation rate of the single-layer expressway, ramp control is started, if a switching ramp generates local congestion at the moment, the accumulated traffic volume is corrected, the ramp is labeled, and the specific refining steps are as follows:
step four, if the ground layer highway has entrance ramp local crowding, starting single-point control, setting an adjustment rate, and correcting the accumulated traffic volume for the three-dimensional layer highway;
step four, if the expressway on the stereoscopic layer is locally crowded with entrance ramps, starting single-point control, setting an adjustment rate, and correcting the accumulated traffic volume for the expressway on the ground layer;
step four, distributing influence weight coefficients for all entrance ramps of the three-dimensional highway and the ground-level highway respectively;
fourthly, calculating the coordination regulation rate of the three-dimensional entrance ramp and the entrance ramp of the ground layer in the control area;
and step four, comparing the local adjustment rate of the ramp with the coordination adjustment rate, and taking the minimum value of the local adjustment rate and the coordination adjustment rate as the final adjustment rate of the ramp.
Further, in the fifth step, if the double-layer ramp coordination control is activated at the same time, calculating the optimal regulation rate of the stereoscopic-layer highway by using an improved Bottleneeck algorithm, wherein the regulation rate of the conversion ramp is determined at the moment; then, an improved Bottleneeck algorithm is used for calculating the entrance ramp coordination regulation rate of the ground layer expressway, communicated with peripheral roads, and starting coordination ramp control, and the concrete steps are detailed as follows:
fifthly, calculating the accumulated traffic volume for the highway with the three-dimensional layer;
step five, distributing weights for all controlled entrance ramps of the three-dimensional layer highway;
step five, calculating the coordination regulation rate of the entrance ramps of the three-dimensional layer in the control area;
fifthly, comparing the local ramp regulation rate with the coordinated regulation rate, and taking the minimum value of the local ramp regulation rate and the coordinated regulation rate as the final ramp regulation rate;
and fifthly, determining the optimal regulation rate of the expressway on the stereoscopic layer, determining the inflow and outflow traffic volumes of the switching ramps between the two layers of expressways, and correcting the accumulated traffic volume of the expressway on the ground layer.
Further, in the fifth step, the ground-level expressway ramps are replaced with the distributed weights, and the specific steps are as follows:
fifthly, distributing influence weight coefficients for all controlled entrance ramps of the ground layer highway;
step two, calculating the coordination regulation rate of the entrance ramp communicated with the surrounding roads on the ground layer expressway;
and fifthly, comparing the local adjustment rate and the coordinated adjustment rate of the ramps, and taking the minimum value of the local adjustment rate and the coordinated adjustment rate as the final adjustment rate of all communicated entrance ramps of the peripheral roads on the ground layer.
Further, the induction information is issued in the sixth step, and the specific induction process is as follows:
if the ramp control is not activated, the variable information board can issue information such as weather, speed limit, road construction and the like, or select to close;
if only single-point ramp control is applied, releasing 'front ramp, signal control' information on the upstream of the ramp with the starting control; issuing 'confluence' mark information on an upstream main line information board of an entrance ramp;
if only the coordination control of the stereoscopic layer high-speed ramp is activated, releasing 'front ramp, signal control' information on the upstream of the ramp with the opening control; issuing 'confluence' mark information on an upstream main line information board of an entrance ramp; issuing 'congestion of road ahead, suggestion of driving to ground layer' on an upstream main line information board of an exit ramp;
if only the coordination control of the ground layer high-speed ramp is activated, releasing 'front ramp, signal control' information on the upstream of the ramp with the control on; issuing 'confluence' mark information on an upstream main line information board of an entrance ramp; issuing 'congestion of road ahead, suggestion of going to a three-dimensional layer' on an upstream main line information board of an exit ramp;
if the three-dimensional and ground-level expressway ramp coordination control is activated simultaneously, the information of 'front ramp and signal control' is issued on the upstream of the ramp of the start control, the information of 'confluence' is issued on the upstream main line information board of the entrance ramp, and the information of 'front road congestion' is issued on the upstream main line information board of the exit ramp connected with the peripheral road on the ground-level expressway, so that the driver is advised to drive to the peripheral road.
The technical scheme of the invention has the following beneficial effects:
1) when the single-layer highway is crowded, the method can be applied to control the single-layer highway, so that the crowd is relieved;
2) when the double-layer highways of the double-layer highways are crowded, the method can be applied to redistribute traffic flow, ensure the operation of the highways at the three-dimensional layer and prevent the whole traffic system from being paralyzed due to local crowding;
3) the ramp coordination control and induction method can be used for aiming at different crowding conditions of the double-layer expressway;
4) when the double-layer road of the double-layer highway is crowded, the method improves the existing ramp control algorithm, thereby ensuring the operation of the three-dimensional layer highway;
5) the invention is also suitable for a traffic system consisting of a three-dimensional layer highway and a ground layer expressway.
Drawings
FIG. 1 is a flow chart of a ramp coordination control and induction method for a double-deck highway bottleneck;
FIG. 2 is a ramp position number schematic;
fig. 3 is a schematic diagram of ramp weight assignment.
Detailed Description
The following description, with reference to the accompanying drawings, describes a specific implementation of a ramp coordination control and induction method for a bottleneck of a double-deck highway:
the first embodiment is as follows: arranging a traffic flow detector, a ramp signal control lamp and a variable information board on the double-layer expressway; judging whether to activate the coordination ramp control or not based on the collected three-dimensional and ground-level highway traffic flow parameters; if the ramp coordination control is not activated, calculating the single-point regulation rate by using an Alinea algorithm; if only single-layer ramp coordination control is activated, calculating the optimal regulation rate of the single-layer highway by using Alinea + improved Bottleneeck algorithm, and distributing the optimal regulation rate to each entrance ramp opening ramp control; if the double-layer ramp coordination control is activated at the same time, firstly calculating the optimal regulation rate of the expressway at the stereoscopic layer by using Alinea + improved Bottleneeck algorithm, then calculating the optimal regulation rate of the expressway at the ground layer, and distributing the optimal regulation rates to each layer of entrance ramps to start the coordination ramp control; and finally, issuing the traffic guidance information through the variable information board.
The second embodiment is as follows: besides the method for the coordinated control and induction of the ramp described in the first embodiment, the method can be implemented by the following steps:
step one, equipment setting explanation:
the ramp coordination control and induction are applied to the expressway, a series of traffic flow detectors, ramp signal control lamps, variable information boards and other equipment need to be arranged, so that the ramps of the expressway on the ground layer are drawn on two sides of the road for drawing convenience, and the ramps are actually positioned on the right side of the road.
(1) Traffic flow detectors are respectively arranged at the bottlenecks of main lines of three-dimensional expressway and ground-level expressway
Figure 682319DEST_PATH_IMAGE022
Figure 757591DEST_PATH_IMAGE023
(outgoing traffic) and traffic detectors are respectively arranged at the upstream of the bottleneck (incoming traffic and the upstream at the tail of the queue)
Figure 640096DEST_PATH_IMAGE024
Figure 618679DEST_PATH_IMAGE025
The ramp in the middle area of the two groups of detectors is the controlled ramp;
(2) for all controlled entrance ramps (including switching ramps and ramps communicated with surrounding roads), a traffic flow detector and a signal control lamp are arranged at the ramp port; arranging a variable information board at the upstream of the ramp; arranging a traffic flow detector at a main line at the downstream of the ramp; arranging a variable information board at an upstream main line of the ramp;
(3) for all exit ramps, a variable information board is arranged at the upstream of a main line of the ramp;
(4) the entry ramp and the exit ramp connecting the three-dimensional layer with the surrounding roads are labeled
Figure 561227DEST_PATH_IMAGE026
Figure 999162DEST_PATH_IMAGE027
Figure 544412DEST_PATH_IMAGE028
(5) The entry ramp and the exit ramp connecting the ground layer with the peripheral roads are labeled as
Figure 643081DEST_PATH_IMAGE029
Figure 756530DEST_PATH_IMAGE030
Figure 806395DEST_PATH_IMAGE031
(6) The transition ramp from the ground layer to the stereo layer is numbered
Figure 30703DEST_PATH_IMAGE032
Figure 92200DEST_PATH_IMAGE033
(7) The transition ramp from the three-dimensional layer to the ground layer is numbered
Figure 376550DEST_PATH_IMAGE034
Figure 415176DEST_PATH_IMAGE035
(8) For all the on-ramp, the first
Figure 443175DEST_PATH_IMAGE036
The ramp flow for each control period is recorded as
Figure 624757DEST_PATH_IMAGE037
Of 1 at
Figure 814430DEST_PATH_IMAGE038
The optimum regulation rate for each control period is recorded as
Figure 838887DEST_PATH_IMAGE039
The single point regulation rate is recorded as
Figure 404997DEST_PATH_IMAGE040
Coordination of the adjustment rate is noted
Figure 706666DEST_PATH_IMAGE041
Figure 693339DEST_PATH_IMAGE042
Step two, calculating the single-point regulation rate:
respectively calculating the single-point regulation rate of the entrance ramp of the expressway on the three-dimensional and ground layer by using an Alinea algorithm:
Figure 80458DEST_PATH_IMAGE043
in the formula:
Figure 450259DEST_PATH_IMAGE044
for the entrance ramp
Figure 340855DEST_PATH_IMAGE045
A downstream main line expected occupancy;
Figure 262543DEST_PATH_IMAGE046
is as follows
Figure 871379DEST_PATH_IMAGE047
Entrance ramp for each control period
Figure 44871DEST_PATH_IMAGE045
The occupancy at the downstream main line is,
Figure 658214DEST_PATH_IMAGE048
to adjust the parameters, they are typically constant.
Step three, defining and judging ramp coordination control activation conditions:
and judging whether the bottleneck of the expressway on the three-dimensional and ground floor needs to be subjected to ramp coordination control according to the traffic flow parameters. If the current occupancy of the bottleneck of the expressway is greater than the threshold occupancy (condition 1) and the accumulated traffic volume of the expressway is greater than zero (condition 2), the ramp coordination control of the layer needs to be activated.
Figure 626170DEST_PATH_IMAGE049
Wherein:
Figure 722302DEST_PATH_IMAGE050
is as follows
Figure 433906DEST_PATH_IMAGE047
The occupancy measured at the bottleneck of the highway on the layer in each control period;
Figure 423727DEST_PATH_IMAGE051
the occupancy threshold value of the bottleneck road section of the high-speed road at the layer is a determined value and is generally slightly smaller than the saturation occupancy;
Figure 562585DEST_PATH_IMAGE052
is as follows
Figure 146013DEST_PATH_IMAGE053
The accumulated traffic volume of the control area of the high-speed highway at the layer in each control period;
Figure 395729DEST_PATH_IMAGE054
is as follows
Figure 7101DEST_PATH_IMAGE047
The traffic volume flowing from the main line at the upstream of the highway of the layer is controlled in each control period;
Figure 316859DEST_PATH_IMAGE055
is as follows
Figure 387584DEST_PATH_IMAGE047
The sum of the traffic flows from all the entrance ramps of the highway on the layer is controlled in each control period;
Figure 565624DEST_PATH_IMAGE056
is as follows
Figure 405404DEST_PATH_IMAGE047
The traffic volume flowing out of the main line at the downstream of the high-speed highway in each control period;
Figure 886064DEST_PATH_IMAGE057
is as follows
Figure 178505DEST_PATH_IMAGE047
And the sum of the traffic flow flowing out of all exit ramps of the highway on the layer in each control period.
After judging whether the traffic condition at the bottleneck of the double-layer highway meets the ramp coordination control requirement, selecting a proper control scheme and algorithm according to the combined activation condition of the three-dimensional highway and the ground-layer highway, wherein the specific control scheme and algorithm is shown in table 1:
TABLE 1 ramp coordination control scheme
Figure 661701DEST_PATH_IMAGE059
Step four, calculating the coordination regulation rate under the single-layer bottleneck congestion:
and if only single-layer ramp coordination control is activated, calculating the optimal regulation rate of the single-layer expressway by using an improved Bottleneeck algorithm, and starting ramp control. If there is local congestion on the switching ramp, the accumulated traffic volume is corrected, and the ramp is marked as
Figure 355988DEST_PATH_IMAGE060
Figure 7549DEST_PATH_IMAGE061
(1) If the ground layer highway has an entrance ramp
Figure 177499DEST_PATH_IMAGE060
The single-point control is started in local crowding, and the regulation rate is
Figure 572708DEST_PATH_IMAGE062
Figure 121501DEST_PATH_IMAGE063
For the highway with three-dimensional highways, the accumulated traffic volume is corrected as follows:
Figure 209543DEST_PATH_IMAGE064
in the formula,
Figure 102675DEST_PATH_IMAGE065
is as follows
Figure 301575DEST_PATH_IMAGE066
The cumulative traffic volume of the control area of the stereoscopic layer before the control period.
(2) If the three-dimensional layer high-speed road has an entrance ramp
Figure 704875DEST_PATH_IMAGE060
The single-point control is started in local crowding, and the regulation rate is
Figure 88452DEST_PATH_IMAGE067
Figure 842781DEST_PATH_IMAGE068
For the ground-level highway, the accumulated traffic volume is corrected as follows:
Figure 579793DEST_PATH_IMAGE069
in the formula,
Figure 103178DEST_PATH_IMAGE070
is as follows
Figure 159121DEST_PATH_IMAGE066
Accumulated traffic volume of the ground layer control area before the control period;
(3) and respectively distributing influence weight coefficients for all the entrance ramps of the three-dimensional highway and the ground-level highway.
If there is reliable OD (traffic volume) information, the weight can be determined by the ramp inflow:
Figure 135167DEST_PATH_IMAGE071
without reliable OD information, the weights are usually determined by the relative position between the ramps,
Figure 675870DEST_PATH_IMAGE072
wherein,
Figure 443975DEST_PATH_IMAGE073
is a ramp
Figure 779141DEST_PATH_IMAGE074
The weight of (a) is determined,
Figure 508063DEST_PATH_IMAGE075
is a ramp
Figure 212976DEST_PATH_IMAGE074
Distance from the bottleneck.
(4) Calculating the coordination regulation rate of the three-dimensional and ground layer entrance ramps in the control area:
Figure 710953DEST_PATH_IMAGE076
(5) comparing the local ramp regulation rate with the coordination regulation rate, and taking the minimum value of the local ramp regulation rate and the coordination regulation rate as the final ramp regulation rate:
Figure 217021DEST_PATH_IMAGE077
when in use
Figure 433239DEST_PATH_IMAGE078
Then, the result of the calculation of the formula is the final regulation rate of the entrance ramp of the three-dimensional high-speed highway; when in use
Figure 440378DEST_PATH_IMAGE079
And the result of the calculation of the formula is the final entrance ramp regulation rate of the expressway on the ground layer.
Step six, calculating the coordination regulation rate under the condition of double-layer bottleneck congestion:
if the double-layer ramp coordination control is activated at the same time, the Bottleneeck algorithm is improved to calculate the optimal regulation rate of the three-dimensional layer highway, and the regulation rate of the conversion ramp is determined at the moment; and then, calculating the entrance ramp coordination regulation rate of the ground layer expressway, which is communicated with peripheral roads, by using an improved Bottleneeck algorithm, and starting coordination ramp control.
For a highway with a three-dimensional layer, the accumulated traffic volume is as follows:
Figure 792862DEST_PATH_IMAGE080
(1) distributing weights for all controlled entrance ramps of the three-dimensional layer highway:
Figure 735410DEST_PATH_IMAGE081
or:
Figure 799443DEST_PATH_IMAGE082
(1.1) calculating the coordinated regulation rate of the entrance ramps of the three-dimensional layer in the control area as follows:
Figure 220060DEST_PATH_IMAGE083
(1.2) comparing the local ramp regulation rate with the coordination regulation rate, taking the minimum value of the local ramp regulation rate and the coordination regulation rate as the final ramp regulation rate:
Figure 692630DEST_PATH_IMAGE084
(1.3) because the optimal regulation rate of the expressway on the stereoscopic layer is determined firstly, the inflow and outflow traffic volumes of the conversion ramps between the two layers of expressways are determined, and the accumulated traffic volume of the expressway on the ground layer needs to be corrected:
Figure 665134DEST_PATH_IMAGE085
in the formula,
Figure 590365DEST_PATH_IMAGE086
is as follows
Figure 814672DEST_PATH_IMAGE087
The control time interval is determined in the previous step according to the sum of ramp regulation rates of the highway on the ground layer flowing to the highway on the stereoscopic layer.
(2) Distributing influence weight coefficients for all controlled entrance ramps of the ground-level expressway:
Figure 767847DEST_PATH_IMAGE088
or:
Figure 52198DEST_PATH_IMAGE089
(2.1) calculating the coordination regulation rate of the entrance ramp communicated with the peripheral road on the ground layer highway as follows:
Figure 464725DEST_PATH_IMAGE090
(2.2) comparing the local ramp regulation rate with the coordinated regulation rate, taking the minimum value of the local ramp regulation rate and the coordinated regulation rate as the final regulation rate of all communicated entrance ramps of the ground layer and the peripheral roads:
Figure 351778DEST_PATH_IMAGE091
the third concrete implementation mode: according to the descriptions of the first to the second embodiments, the embodiments can be further explained by issuing the induction information, and the specific implementation process is as follows:
after the ramp control scheme is determined, the variable information board is required to release guidance information to prompt a driver to drive according to a set route.
(1) If the ramp control is not activated, the variable information board can issue information such as weather, speed limit, road construction and the like or select to close.
(2) If only single-point ramp control is applied, releasing 'front ramp, signal control' information on the upstream of the ramp with the starting control; and issuing 'confluence' mark information on an upstream main line information board of the entrance ramp.
(3) If only the coordination control of the stereoscopic layer high-speed ramp is activated, releasing 'front ramp, signal control' information on the upstream of the ramp with the opening control; issuing 'confluence' mark information on an upstream main line information board of an entrance ramp; the main line information board on the upstream of the exit ramp issues 'congestion of the road ahead, and suggestion of driving to the ground floor'.
(4) If only the coordination control of the ground layer high-speed ramp is activated, releasing 'front ramp, signal control' information on the upstream of the ramp with the control on; issuing 'confluence' mark information on an upstream main line information board of an entrance ramp; the main line information board on the upstream of the exit ramp issues 'congestion of the road ahead, and advices to travel to the three-dimensional layer'.
(5) If the coordination control of the three-dimensional and ground-layer high-speed ramps is activated at the same time, releasing 'front ramp, signal control' information on the upstream of the ramp which is started to control, and releasing 'confluence' mark information on a main line information board on the upstream of the entrance ramp; an exit ramp upstream main line information board connected with a peripheral road on a ground layer expressway issues 'congestion of the front road, and suggestion of driving to the peripheral road'.
The above description is only for the specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily think of various equivalent modifications or substitutions within the technical scope of the present invention, and these modifications or substitutions are included in the scope of the present invention, so the scope of the present invention is subject to the protection scope of the claims.

Claims (7)

1. A ramp coordination control and induction method for a double-layer expressway bottleneck is characterized by comprising the following steps: the method comprises the following specific steps:
the method comprises the following steps: applying ramp coordination control and induction on the expressway, wherein the equipment comprises a traffic flow detector, ramp signal control lamps and a variable information board;
step two: calculating single-point regulation rate, namely calculating the single-point regulation rate of the entrance ramp of the expressway on the three-dimensional and ground layers respectively by using an Alinea algorithm;
step three: activating ramp coordination control, and judging whether the bottleneck of a three-dimensional highway and a ground-level highway needs to be subjected to ramp coordination control according to traffic flow parameters;
step four: if only single-layer ramp coordination control is activated, calculating the final regulation rate of the single-layer expressway by using a Bottleneeck algorithm, and starting ramp control, wherein the final regulation rate is obtained by comparing the single-point regulation rate obtained in the step two with the coordination regulation rate of the current layer and taking the minimum value of the two;
step five: if the double-layer ramp coordination control is activated simultaneously, using a Bottleneeck algorithm to calculate the final regulation rate of the upper-layer highway, using an improved Bottleneeck algorithm to calculate the final regulation rate of the lower-layer highway, and distributing the final regulation rates to each layer of entrance ramps to start coordination ramp control, wherein the final regulation rate of the step is obtained by comparing the single-point regulation rate obtained in the step two with the coordination regulation rate obtained under the condition of double-layer ramp coordination control, and taking the minimum value of the two to obtain the regulation rate;
step six: and issuing guidance information, and issuing the guidance information through a variable information board to prompt a driver to drive according to a set route after the ramp control scheme is determined.
2. The double-deck highway bottleneck-oriented ramp coordination control and induction method according to claim 1, wherein: the equipment setting in the step one comprises that the ramp of the expressway on the ground layer is drawn on two sides of the road, the actual ramp is positioned on the right side of the road, and the concrete steps are detailed as follows:
step one, respectively arranging traffic flow detectors at bottlenecks of main lines of three-dimensional expressway and ground layer expressway
Figure DEST_PATH_IMAGE001
Figure 115612DEST_PATH_IMAGE002
And traffic detectors are respectively arranged at the upstream of the bottle necks
Figure DEST_PATH_IMAGE003
Figure 89210DEST_PATH_IMAGE004
The ramp in the middle area of the two groups of detectors is the controlled ramp;
step two, for all controlled entrance ramps including the ramps for switching the ramps to be communicated with peripheral roads, arranging a traffic flow detector and ramp signal control lamps at the ramp port, and arranging a variable information board at the upstream of the ramps; arranging a traffic flow detector at a main line at the downstream of the ramp; arranging a variable information board at an upstream main line of the ramp;
step three, for all exit ramps, arranging a variable information board at the upstream of a main line of a ramp;
step four, marking the labels of the entrance ramp and the exit ramp of the three-dimensional layer connected with the peripheral roads as the
Figure DEST_PATH_IMAGE005
Figure 152105DEST_PATH_IMAGE006
Figure DEST_PATH_IMAGE007
Wherein, U is an entrance ramp label set connected with the three-dimensional layer and the peripheral road, and V is an exit ramp label set connected with the three-dimensional layer and the peripheral road;
step one and five, marking the entry ramp and the exit ramp connected with the ground layer and the peripheral roads as the labels
Figure 338192DEST_PATH_IMAGE008
Figure DEST_PATH_IMAGE009
Figure 435722DEST_PATH_IMAGE010
Wherein S is an entrance ramp label set connected with the ground layer and the peripheral road, and T is an exit ramp label set connected with the ground layer and the peripheral road;
step six, marking the conversion ramp from the ground layer to the stereoscopic layer as a label
Figure DEST_PATH_IMAGE011
Figure 783483DEST_PATH_IMAGE012
Wherein M is a set of transition ramp labels leading from the ground layer to the stereo layer;
step one seven, the conversion ramp from the stereoscopic layer to the ground layer is marked as
Figure DEST_PATH_IMAGE013
Figure 895442DEST_PATH_IMAGE014
Wherein N is a transition ramp label set from a stereo layer to a ground layer;
step one eight, for all the entrance ramps, step one
Figure DEST_PATH_IMAGE015
The ramp flow for each control period is recorded as
Figure 899868DEST_PATH_IMAGE016
Of 1 at
Figure DEST_PATH_IMAGE017
The final regulation rate for each control period is recorded as
Figure 359626DEST_PATH_IMAGE018
The single point regulation rate is recorded as
Figure DEST_PATH_IMAGE019
Coordination of the adjustment rate is noted
Figure 964043DEST_PATH_IMAGE020
Wherein
Figure DEST_PATH_IMAGE021
Figure 167972DEST_PATH_IMAGE022
The set of all ramp labels.
3. The double-deck highway bottleneck-oriented ramp coordination control and induction method according to claim 2, wherein: the ramp coordination control activation condition process in the step three comprises the following specific steps:
step three, judging whether the bottleneck of the three-dimensional highway and the highway on the ground floor needs to carry out ramp coordination control or not according to the traffic flow parameters;
step two, activating ramp coordination control of a current layer if conditions are met according to the fact that the occupancy of the current expressway bottleneck is larger than a threshold occupancy;
and thirdly, after judging whether the traffic condition at the bottleneck position of the double-layer highway meets the requirement of the ramp coordination control, selecting a control scheme and an algorithm of single-point control or no control or coordination control according to the combined activation condition of the three-dimensional highway and the ground-layer highway.
4. The double-deck highway bottleneck-oriented ramp coordination control and induction method according to claim 3, wherein: in the fourth step, the coordination regulation rate under the single-layer Bottleneck congestion is calculated, if only single-layer ramp coordination control is activated, the final regulation rate of the single-layer expressway is calculated by using an improved Bottleneck algorithm, ramp control is started, if local congestion occurs on a switching ramp at the moment, the accumulated traffic volume is corrected, the ramp is labeled, and the specific refinement step is as follows:
step four, if the ground layer highway has entrance ramp local crowding, starting single-point control, setting an adjustment rate, and correcting the accumulated traffic volume for the three-dimensional layer highway;
step four, if the expressway on the stereoscopic layer is locally crowded with entrance ramps, starting single-point control, setting an adjustment rate, and correcting the accumulated traffic volume for the expressway on the ground layer;
step four, distributing influence weight coefficients for all entrance ramps of the three-dimensional highway and the ground-level highway respectively;
fourthly, calculating the coordination regulation rate of the three-dimensional entrance ramp and the entrance ramp of the ground layer in the control area;
and step IV, comparing the single-point regulation rate in the step II with the coordinated regulation rate in the step IV, and taking the minimum value of the single-point regulation rate and the coordinated regulation rate as the final regulation rate of the single-layer ramp.
5. The double-deck highway bottleneck-oriented ramp coordination control and induction method according to claim 4, wherein: step five, if the double-layer ramp coordination control is activated at the same time, calculating the final regulation rate of the three-dimensional layer highway by using an improved Bottleneeck algorithm, wherein the regulation rate of the conversion ramp is determined; then, an improved Bottleneeck algorithm is used for calculating the entrance ramp coordination regulation rate of the ground layer expressway, communicated with peripheral roads, and starting coordination ramp control, and the concrete steps are detailed as follows:
fifthly, calculating the accumulated traffic volume for the highway with the three-dimensional layer;
step five, distributing weights for all controlled entrance ramps of the three-dimensional layer highway;
step five, calculating the coordination regulation rate of the entrance ramps of the three-dimensional layer in the control area;
fifthly, comparing the single-point regulation rate in the second step with the coordinated regulation rate in the third step, and taking the minimum value of the two as the final regulation rate of the stereoscopic layer ramp;
and fifthly, determining the final regulation rate of the expressway at the three-dimensional layer, determining the inflow and outflow traffic volumes of the switching ramps between the two layers of expressways, and correcting the accumulated traffic volume of the expressway at the ground layer.
6. The double-deck highway bottleneck-oriented ramp coordination control and induction method according to claim 5, wherein: in the second step, the weights are distributed by replacing the ground-level expressway ramps, and the specific steps are as follows:
fifthly, distributing influence weight coefficients for all controlled entrance ramps of the ground layer highway;
step two, calculating the coordination regulation rate of the entrance ramp communicated with the surrounding roads on the ground layer expressway;
and step five, comparing the single-point regulation rate in the step two with the coordinated regulation rate in the step five, taking the minimum value of the two as the final regulation rate of all communicated entrance ramps of the ground layer and the peripheral roads.
7. The double-deck highway bottleneck-oriented ramp coordination control and induction method according to claim 1, wherein: issuing the induction information in the sixth step, wherein the specific induction process is as follows:
if the ramp control is not activated, the variable information board can issue weather, speed limit and road construction information or select to close;
if only single-point ramp control is applied, releasing 'front ramp, signal control' information on the upstream of the ramp with the starting control; issuing 'confluence' mark information on an upstream main line information board of an entrance ramp;
if only the coordination control of the stereoscopic layer high-speed ramp is activated, releasing 'front ramp, signal control' information on the upstream of the ramp with the opening control; issuing 'confluence' mark information on an upstream main line information board of an entrance ramp; issuing 'congestion of road ahead, suggestion of driving to ground layer' on an upstream main line information board of an exit ramp;
if only the coordination control of the ground layer high-speed ramp is activated, releasing 'front ramp, signal control' information on the upstream of the ramp with the control on; issuing 'confluence' mark information on an upstream main line information board of an entrance ramp; issuing 'congestion of road ahead, suggestion of going to a three-dimensional layer' on an upstream main line information board of an exit ramp;
if the three-dimensional and ground-level expressway ramp coordination control is activated simultaneously, the information of 'front ramp and signal control' is issued on the upstream of the ramp of the start control, the information of 'confluence' is issued on the upstream main line information board of the entrance ramp, and the information of 'front road congestion' is issued on the upstream main line information board of the exit ramp connected with the peripheral road on the ground-level expressway, so that the driver is advised to drive to the peripheral road.
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