CN117520614A - Charging pile recommendation method, device and equipment - Google Patents
Charging pile recommendation method, device and equipment Download PDFInfo
- Publication number
- CN117520614A CN117520614A CN202311447440.7A CN202311447440A CN117520614A CN 117520614 A CN117520614 A CN 117520614A CN 202311447440 A CN202311447440 A CN 202311447440A CN 117520614 A CN117520614 A CN 117520614A
- Authority
- CN
- China
- Prior art keywords
- charging
- charging pile
- user
- pile
- degree
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 68
- 238000011156 evaluation Methods 0.000 claims abstract description 115
- 230000004044 response Effects 0.000 claims abstract description 10
- 230000006399 behavior Effects 0.000 claims description 34
- 230000015654 memory Effects 0.000 claims description 24
- 238000004364 calculation method Methods 0.000 claims description 16
- 238000004590 computer program Methods 0.000 claims description 11
- 230000002159 abnormal effect Effects 0.000 claims description 5
- 239000000725 suspension Substances 0.000 claims 1
- 238000003860 storage Methods 0.000 abstract description 9
- 238000010586 diagram Methods 0.000 description 14
- 230000006870 function Effects 0.000 description 13
- 230000008569 process Effects 0.000 description 10
- 230000001502 supplementing effect Effects 0.000 description 6
- 239000002131 composite material Substances 0.000 description 4
- 230000005291 magnetic effect Effects 0.000 description 4
- 238000012545 processing Methods 0.000 description 4
- 230000005611 electricity Effects 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 239000000047 product Substances 0.000 description 3
- 238000013459 approach Methods 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 238000012216 screening Methods 0.000 description 2
- 238000009826 distribution Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000005265 energy consumption Methods 0.000 description 1
- 230000005294 ferromagnetic effect Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 239000013589 supplement Substances 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/903—Querying
- G06F16/9035—Filtering based on additional data, e.g. user or group profiles
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/903—Querying
- G06F16/9038—Presentation of query results
-
- 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
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/06—Energy or water supply
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Databases & Information Systems (AREA)
- General Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
- Physics & Mathematics (AREA)
- Economics (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Health & Medical Sciences (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- Water Supply & Treatment (AREA)
- Public Health (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Primary Health Care (AREA)
- Strategic Management (AREA)
- Tourism & Hospitality (AREA)
- General Business, Economics & Management (AREA)
- Navigation (AREA)
- Electric Propulsion And Braking For Vehicles (AREA)
Abstract
The application discloses a charging pile recommendation method, a charging pile recommendation device, charging pile recommendation equipment and a storage medium; the method comprises the following steps: responding to the charging request, and acquiring behavior data of a user and charging data of at least one charging pile; based on the behavior data and/or the charging data, evaluating the at least one charging pile from at least one evaluation dimension to obtain an evaluation result of each charging pile, wherein the evaluation dimension comprises at least one of high quality, forward road performance and user viscosity; and recommending candidate charging piles to the user based on the evaluation result of each charging pile and preset charging preference, wherein the preset charging preference is used for representing the importance degree of each evaluation dimension and can be adjusted in response to the triggering operation of the user.
Description
Technical Field
The application relates to the technical field of automobile electronics, in particular to a charging pile recommending method, a charging pile recommending device and charging pile recommending equipment.
Background
Along with the popularization of new energy automobiles, the distribution of charging pile stations for providing energy supply for the new energy automobiles is wider and wider, and the convenience of driving and traveling of users is improved.
After a user drives for a certain period of time, searching a nearby charging pile to charge the automobile; the user generally selects a charging pile required by the user from charging piles with reachable current electric quantity to charge by opening a charging pile site map. However, it is not easy to select a satisfactory charging pile, and it takes a long time to select a charging pile.
Disclosure of Invention
Based on the above problems, the embodiment of the application provides a charging pile recommending method, a charging pile recommending device and a charging pile recommending storage medium.
The technical scheme provided by the embodiment of the application is as follows:
the embodiment of the application firstly provides a charging pile recommending method, which comprises the following steps: responding to the charging request, and acquiring behavior data of a user and charging data of at least one charging pile; based on the behavior data and/or the charging data, evaluating the at least one charging pile from at least one evaluation dimension to obtain an evaluation result of each charging pile, wherein the evaluation dimension comprises at least one of high quality, forward road performance and user viscosity; and recommending candidate charging piles to the user based on the evaluation result of each charging pile and preset charging preference, wherein the preset charging preference is used for representing the importance degree of each evaluation dimension and can be adjusted in response to the triggering operation of the user.
The embodiment of the application also provides a charging pile recommending device, which comprises: the acquisition module is used for responding to the charging request and acquiring behavior data of a user and charging data of at least one charging pile; the evaluation module is used for evaluating the at least one charging pile from at least one evaluation dimension based on the behavior data and/or the charging data to obtain an evaluation result of each charging pile, wherein the evaluation dimension comprises at least one of high quality, forward road performance and user viscosity; and the recommendation module is used for recommending candidate charging piles to the user based on the evaluation result of each charging pile and preset charging preference, wherein the preset charging preference is used for representing the importance degree of each evaluation dimension and can be adjusted in response to the triggering operation of the user.
The embodiment of the application also provides electronic equipment, which comprises a memory and a processor, wherein the memory stores a computer program capable of running on the processor, and the processor realizes the steps in the charging pile recommending method according to the embodiment of the application when executing the program.
The embodiment of the application also provides a computer readable storage medium, on which a computer program is stored, which when executed by a processor, implements the steps in the charging pile recommendation method described in the embodiment of the application.
According to the embodiment of the application, the recommendation of the charging pile is performed by combining the behavior data of the user and the charging data of the charging pile, so that the intelligent recommendation is most suitable for the charging pile which accords with the charging habit and preference of the user.
Drawings
Fig. 1 is a schematic flow chart of a charging pile recommendation method according to an embodiment of the present application;
fig. 2 is a schematic flow chart of another method for recommending a charging pile according to an embodiment of the present application;
FIG. 3a is a schematic diagram illustrating a method for displaying a charging pile according to an embodiment of the present disclosure;
FIG. 3b is a schematic diagram illustrating another embodiment of a method for displaying a charging pile;
fig. 3c is a schematic diagram of a display method of a charging pile according to another embodiment of the present application;
fig. 4 is a flow chart of another method for recommending a charging pile according to an embodiment of the present application;
fig. 5 is a schematic flow chart of another method for recommending a charging pile according to an embodiment of the present application;
fig. 6 is a schematic flow chart of another method for recommending a charging pile according to an embodiment of the present application;
fig. 7 is a schematic diagram of a display method of a charging pile according to another embodiment of the present disclosure;
fig. 8 is a schematic flow chart of another method for recommending a charging pile according to an embodiment of the present application;
fig. 9 is a schematic flow chart of another method for recommending a charging pile according to an embodiment of the present application;
Fig. 10 is a schematic flow chart of another method for recommending a charging pile according to an embodiment of the present application;
fig. 11 is a schematic flow chart of another method for recommending a charging pile according to an embodiment of the present application;
fig. 12 is a schematic diagram of a composition structure of a charging pile recommendation device according to an embodiment of the present application;
fig. 13 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application.
Fig. 1 is a schematic flow chart of a charging pile recommendation method applied to an electronic control unit (Electronic Control Unit, ECU) of an automobile, where the electronic control unit is composed of a micro control unit (Microcontroller Unit, MCU) and peripheral circuits, as shown in fig. 1, and the method includes the following steps:
step 102: the electronic control unit responds to the charging request to acquire behavior data of a user and charging data of at least one charging pile;
step 104: the electronic control unit evaluates the at least one charging pile from at least one evaluation dimension based on the behavior data and/or the charging data to obtain an evaluation result of each charging pile, wherein the evaluation dimension comprises at least one of high quality, forward road performance and user viscosity;
Step 106: the electronic control unit recommends candidate charging piles to the user based on the evaluation result of each charging pile and a preset charging preference, wherein the preset charging preference is used for representing the importance degree of each evaluation dimension and can be adjusted in response to the triggering operation of the user.
When a user needs to conduct route planning before driving or when the user needs to charge an automobile after driving for a period of time, a charging request of the user can be obtained, and behavior data of the user and charging data of at least one charging pile are obtained in response to the charging request; the behavior data can comprise related data of the travel route and use data of the charging pile by a user in a historical charging process, and the behavior data can reflect charging habits and favorites of the user; the charging data of the at least one charging post may characterize the current state of the charging post and charging related parameters.
Wherein, based on the behavior data and/or the charging data, each charging pile can be evaluated from a plurality of evaluation dimensions to obtain an evaluation result of each charging pile in each evaluation dimension, and the evaluation result of each evaluation dimension can be a score in the evaluation dimension; the preset charging preference can be a preset charging preference, a user can modify the charging preference, the preset charging preference can represent the preference of the evaluation dimension, only one evaluation dimension can be focused, a plurality of evaluation dimensions can be focused, and preferences with different degrees are given to each evaluation dimension; based on the evaluation result of each evaluation dimension and the preset charging preference, the comprehensive score of each charging pile can be obtained, and the preset number of charging piles with the front comprehensive score can be selected as candidate charging piles according to the height of the comprehensive score.
According to the embodiment of the application, the recommendation of the charging pile is performed by combining the behavior data of the user and the charging data of the charging pile, so that the intelligent recommendation is most suitable for the charging pile which accords with the charging habit and preference of the user.
In some embodiments, as shown in fig. 2, the "recommending candidate charging piles to the user based on the evaluation result of each charging pile and the preset charging preference" in step 106 includes the following steps:
step 1061: the electronic control unit selects candidate charging piles from the at least one charging pile based on the evaluation result of each charging pile and the preset charging preference, and determines a first display sequence of the candidate charging piles; step 1062: and the electronic control unit displays the candidate charging piles on a display interface based on the first display sequence.
The first display sequence may be a sequence from high to low of the composite score of the candidate charging pile; i.e. displaying the candidate charging piles in the order of the composite score from high to low. When the user needs to charge the automobile during driving for a period of time, the user can search for charging piles near the automobile, at this time, the electronic control unit selects candidate charging piles from the at least one charging pile based on an evaluation result and a preset charging preference of each charging pile, determines a first display sequence of the candidate charging piles, and can display the candidate charging piles on the display interface according to the first display sequence, as shown in fig. 3a, and can sequentially display the candidate charging piles on the display interface 31 according to the determined first display sequence: the X power station 311, the Y power station 312, the Z power station 313 and the W power station 314, the position 321 on the map 32 represents the current position of the automobile, the positioning icon "1" on the map 32 represents the position of the X power station 311, the positioning icon "2" represents the position of the Y power station 312, the positioning icon "3" represents the position of the Z power station 313, the positioning icon "4" represents the position of the W power station 314, and the positions 322 to 327 on the map 32 represent the positions of other available charging piles.
When the user needs to charge the car during driving for a period of time, the user can search the charging piles of the navigation route under the navigation state, at this time, the electronic control unit selects a candidate charging pile from the at least one charging pile based on the evaluation result and the preset charging preference of each charging pile, determines a first display sequence of the candidate charging pile, and can display the candidate charging pile on the display interface according to the first display sequence, as shown in fig. 3b, and sequentially display the candidate charging pile on the display interface 31 according to the determined first display sequence: the X power station 311, the Y power station 312, the Z power station 313 and the W power station 314, the position 321 on the map 32 represents the current position of the automobile, the positioning icon "1" on the map 32 represents the position of the X power station 311, the positioning icon "2" represents the position of the Y power station 312, the positioning icon "3" represents the position of the Z power station 313, the positions 322 to 327 on the map 32 represent the positions of other available charging piles, and the route 328 on the map 32 represents the navigation route.
When a user needs to conduct route planning before driving and traveling, the electronic control unit can intelligently recommend a plurality of navigation routes (i.e. charging routes) to the user, and charging piles of each navigation route way, as shown in fig. 3c, the charging route 315, the charging route 316 and the charging route 317 can be sequentially displayed on the display interface 31, wherein the total running duration of the charging route 315 is predicted to be 55 minutes, the running distance is 100 km, 8 traffic lights need to be passed, charging is 120-element, the total running duration of the charging route 316 is predicted to be 1 hour and 12 minutes, the running distance is 100 km, 8 traffic lights need to be passed, charging is 120-element, the total running duration of the charging route 317 is predicted to be 50 minutes, the running distance is 100 km, 8 traffic lights need to be passed, charging is 120-element, the user can click on the charging route 315 to select the charging route, click on the navigation starting control 318 to start navigation, or click on the addition control 319 to self-define the charging route.
Taking the charging route 315 as an example, the route X charging pile, the route Y charging pile, and the route Z charging pile are needed, the position 321 on the map 32 represents the current position of the vehicle, the positioning icon "1" on the map 32 represents the position of the X power station, the positioning icon "2" represents the position of the Y power station, the positioning icon "3" represents the position of the Z power station, the positions 322 to 327 on the map 32 represent the positions of other available charging piles, the route 328 on the map 32 represents the charging route 315, and the route 329 on the map 32 represents the charging route 316.
In the embodiment of the application, the candidate charging piles are selected based on the evaluation result of each charging pile and the preset charging preference, and the display sequence of the candidate charging piles is determined, so that the charging piles with better evaluation results and more capable of meeting the user requirements or charging habits can be more intuitively recommended to the user.
In some embodiments, as shown in fig. 4, the charging data includes a usage status and a charging parameter of the charging pile, and in step 104, "the electronic control unit evaluates the at least one charging pile from at least one evaluation dimension based on the behavior data and/or the charging data, to obtain an evaluation result of each charging pile" includes the following steps:
Step 1041: the electronic control unit determines that the corresponding charging pile is an abnormal charging pile under the condition that the using state of the charging pile is any one of occupation, damage or pause; step 1042: the electronic control unit determines that the corresponding charging pile is a normal charging pile under the condition that the using state of the charging pile is normal and idle;
the use state of the charging pile can be divided into normal use, pause and damage according to whether the charging pile can be normally used or not, and the charging pile which can be normally used can be divided into occupied (a parking space of the charging pile is occupied by an irrelevant vehicle or is being used by other vehicles for charging) and idle according to the use condition; if the use state of the charging pile is occupied, damaged or paused, the abnormal charging pile is used, and if the use state of the charging pile is normal and idle, the abnormal charging pile is used.
Step 1043: and the electronic control unit evaluates at least one normal charging pile from at least one evaluation dimension based on the behavior data and/or the charging parameters to obtain an evaluation result of each normal charging pile.
In the embodiment of the application, through obtaining the use state of the charging pile, only the normal charging pile which can be normally used and is idle in the use state can be evaluated, and the recommendation of the charging pile is performed according to the evaluation result of the normal charging pile, so that the damage and pause of the recommendation and the occupied charging pile can be avoided, and the efficiency of searching the satisfactory charging pile by a user is improved.
In some embodiments, as shown in fig. 5, the behavior data includes driving route data, a brand of adding each charging pile, the number of times of adding each charging pile, and a fast and slow charging type selected by the user, where the fast and slow charging type is fast charging or slow charging; the charging parameters comprise a charging completion degree, a charging duration and a used frequency; the evaluation result comprises at least one of a quality degree, a forward road degree and a user viscosity;
step 1043 "the electronic control unit evaluates at least one normal charging pile from at least one evaluation dimension based on the behavior data and/or the charging parameters, and obtains an evaluation result of each normal charging pile" includes the following steps:
step 10431: the electronic control unit determines the quality degree of the corresponding normal charging pile based on the charging completion degree, the charging duration and the used times of each normal charging pile;
the charging completion degree can be determined according to the number of times of reaching the expected charging electric quantity in the multiple historical charging processes, and if the expected charging electric quantity is reached in a certain charging process, the charging is successful; the charging duration can represent charging efficiency, and the number of times of being used can represent stability of the charging pile; the quality degree of the charging pile can be determined according to the charging completion degree, the charging duration and the used times of the charging pile, in one embodiment, the used times are greater than a preset time threshold, and the charging completion degree reaches 95%, so that the charging pile can be considered to be a high-quality charging pile.
Step 10432: the electronic control unit determines the forward road degree of each normal charging pile based on the driving route data;
the driving route data can be a driving route in the driving travel process; the time taken for the car to reach the charging pile can be calculated according to whether the charging pile approaches or approaches the driving route, so that the forward-road degree of the charging pile can be determined.
Step 10433: the electronic control unit determines the user viscosity of the corresponding normal charging pile based on the brand of each normal charging pile, the adding times of each normal charging pile and the quick and slow charging types;
the more the user adds the charging pile, the more often the user can be shown, the added brand can show the preference and dependence of the user on the brand, and the quick and slow charging type can show the habit of the user on the charging type; the user viscosity of the charging pile can be determined according to the brand of the charging pile added by the user, the adding times of each charging pile and the selected charging type in the historical charging process, and the larger the user viscosity of the charging pile is, the more accords with the use habit of the user.
In step 106, "the electronic control unit recommends candidate charging piles to the user based on the evaluation result of each charging pile and the preset charging preference" includes:
And the electronic control unit recommends candidate charging piles to the user based on the quality degree, the forward road degree, the user viscosity and the preset charging preference of each normal charging pile.
In the embodiment of the application, the charging piles can be evaluated respectively from three evaluation dimensions of the quality, the forward road degree and the user viscosity to obtain the evaluation result of each charging pile under each evaluation dimension, and the candidate charging piles can be obtained by integrating the evaluation results of the three evaluation dimensions according to the preset charging preference, so that the candidate charging piles which are more in line with the requirements, the favors and the use habits of the user are selected, and the efficiency of the user to find the satisfied charging piles is improved.
In some embodiments, as shown in fig. 6, the method further comprises:
step 107: the electronic control unit displays a charging preference control on the display interface;
step 108: the electronic control unit responds to the triggering operation of the charging preference control by the user to determine target charging preference;
wherein, as shown in fig. 3a, a charging preference control 310 is displayed on the display interface 31, and a user can click on the charging preference control 310 to jump to the interface 70 shown in fig. 7.
Step 109: the electronic control unit selects a target charging pile from the candidate charging piles based on the quality degree, the forward road degree, the user viscosity and the target charging preference of each charging pile, and determines a second display sequence of the target charging piles;
step 110: and the electronic control unit displays the target charging pile on the display interface based on the second display sequence.
The second display sequence may be a sequence from high to low of the composite score of the target charging pile; i.e., displaying the target charging piles in the order of the composite score from high to low.
As shown in fig. 7, the charging preference control may be a drop-down control 71, and upon actuation of the drop-down control 71 by a user, a variety of charging preference drop-down options may be displayed in the interface 70: the most forward 711, best quality 712, and most often go 713, the user may select a target charging preference from the charging preference drop down options, may support combination screening, and trigger the completion control 72 to complete the setting of the target charging preference, or trigger the reset control 73 to complete the resetting of the target charging preference; after the setting of the target charging preference is completed, the target charging stake according to the user's requirement may be displayed in the interface 70.
In some embodiments, as shown in fig. 8, the target charging preferences include one, any two, and three of the best quality, most forward, most commonly used;
the recommendation mechanism of the charging preference can be as follows: most frequently going+best quality+most forward, most frequently going+most forward, most frequently going+best quality, most excellent quality+most forward, most frequently going, most forward, most excellent quality; i.e. preferably recommending a combination screening of "most frequently go + best quality + most forward".
Step 109 "the electronic control unit selects a target charging pile from the candidate charging piles based on the quality degree, the forward road degree, the user viscosity, and the target charging preference of each of the charging piles, and determines a second display order of the target charging piles" includes the steps of:
step 1091: the electronic control unit selects a target charging pile from the candidate charging piles based on a corresponding evaluation result of the quality degree, the forward road degree and the user viscosity of each charging pile under the condition that the target charging preference is one of the highest quality, the most forward road and the most common, and determines a second display sequence of the target charging pile according to the sequence of the corresponding evaluation result of the quality degree, the forward road degree and the user viscosity from high to low;
Under the condition that the target charging preference is the highest quality, a preset number of charging piles with the highest quality degree are selected from the candidate charging piles as target charging piles based on the quality degree of each charging pile, and the target charging piles are displayed in the sequence from high quality degree to low quality degree; similarly, under the condition that the target charging preference is the most forward road, a preset number of charging piles with forward road degree are selected from the candidate charging piles as target charging piles based on the forward road degree of each charging pile, and the target charging piles are displayed according to the sequence from high forward road degree to low forward road degree; under the condition that the target charging preference is most commonly used, a preset number of charging piles with the front user viscosity can be selected from the candidate charging piles to serve as target charging piles based on the user viscosity of each charging pile, and the target charging piles are displayed according to the sequence from high user viscosity to low user viscosity.
Step 1092: the electronic control unit performs weighting calculation based on two corresponding evaluation results in the quality degree, the forward road degree and the user viscosity of each charging pile and weight corresponding to each evaluation result under the condition that the target charging preference is any two combinations of the highest quality, the most forward road and the most commonly used, and selects a target charging pile from the candidate charging piles based on the result of the weighting calculation, and determines a second display sequence of the target charging pile;
And under the condition that the target charging preference is the combination option of the highest quality and the most forward path, carrying out weighting calculation based on the quality degree and the forward path degree of each charging pile and the weights corresponding to the quality degree and the forward path degree respectively, selecting a preset number of charging piles with the front result value from the candidate charging piles as the target charging piles according to the sequence from the high result value to the low result value based on the results of the weighting calculation of each charging pile in different evaluation dimensions.
Step 1093: and the electronic control unit performs weighting calculation based on the quality degree, the forward road degree and the user viscosity of each charging pile and weights respectively corresponding to the quality degree, the forward road degree and the user viscosity under the condition that the target charging preference is the combination of the highest quality, the most forward road and the most common, selects a target charging pile from the candidate charging piles based on the result of the weighting calculation, and determines a second display sequence of the target charging pile.
Under the condition that the target charging preference is the combination option of the highest quality, the most forward road and the most commonly used, weighting calculation is carried out based on the high quality degree and the forward road degree of each charging pile and the weights respectively corresponding to the high quality degree, the forward road degree and the user viscosity, the preset number of charging piles with the front result value are selected from the candidate charging piles as target charging piles according to the sequence of the result values from the high to the low based on the results of the weighting calculation of each charging pile in different evaluation dimensions, and the target charging piles are displayed according to the sequence of the result values from the high to the low.
In some embodiments, step 1062 "the electronic control unit displaying the candidate charging piles on a display interface based on the first display order" includes: the electronic control unit displays brands of the candidate charging piles, idle fast charging interfaces or slow charging interfaces, distances between the candidate charging piles and the current position, charging unit price and labels corresponding to evaluation results on a display interface based on the first display sequence;
it should be noted that, the administrative region of the city where the charging pile is located and the working time may also be displayed on the display interface, and as shown in fig. 3a, the administrative region and the working time may be displayed on the display interface 31: the brand of the X power station 311 is X, 6 idle interfaces are arranged in 10 total fast charging interfaces, 2 idle interfaces are arranged in 10 total slow charging interfaces, the distance between the X power station 311 and the current position is 793 meters, the charging unit price is 1.24 yuan per degree, wherein the label corresponding to the evaluation result is 'most frequently removed + most smoothly + highest quality', the administrative area is XX, and the working time is 8:00 to 22:00 from monday to sunday; the brand of the Y power station 312 is Y, 6 idle interfaces are arranged in total 10 quick charging interfaces, 2 idle interfaces are arranged in total 10 slow charging interfaces, the distance between the Y power station 312 and the current position is 1.6 km, the charging unit price is 1.55 yuan per degree, wherein the label corresponding to the evaluation result is 'most frequently removed + best quality', the administrative area is XX, and the working time is 8:00 to 22:00 from monday to sunday; the brand of the Z power station 313 is Z, 6 idle interfaces are arranged in total 10 quick charging interfaces, 2 idle interfaces are arranged in total 10 slow charging interfaces, the distance between the Z power station 313 and the current position is 2.3 km, the charging unit price is 1.22 yuan per degree, the label corresponding to the evaluation result is the 'best quality', the administrative area is XX area, and the working time is 8:00 to 22:00 from monday to sunday.
As shown in fig. 3a, the labels corresponding to the X charging piles on the map 32 are "normal, smooth and excellent", the states corresponding to the X charging piles are 6 idle interfaces in total 10 fast charging interfaces, 2 idle interfaces in total 10 slow charging interfaces, the labels corresponding to the Y charging piles are "normal and excellent", the states corresponding to the Y charging piles are 6 idle interfaces in total 10 fast charging interfaces, 2 idle interfaces in total 10 slow charging interfaces, the labels corresponding to the Z charging piles are "excellent", and the states corresponding to the Y charging piles are 6 idle interfaces in total 10 fast charging interfaces; there are 2 idle interfaces in the total 10 slow charge interfaces.
As shown in fig. 3b, the label corresponding to the X charging pile on the map 32 is "normal, smooth and excellent", the state corresponding to the X charging pile is XX kilometers (unit: km) spaced from the current position 321 of the automobile, the estimated charging time period is XX minutes, 6 idle interfaces out of 10 total fast charging interfaces, 2 idle interfaces out of 10 total slow charging interfaces, and similarly, the label corresponding to the Y charging pile is "normal and excellent", the state corresponding to the Y charging pile is XX kilometers (unit: km) spaced from the current position 321 of the automobile, the estimated charging time period is XX minutes, 6 idle interfaces out of 10 total fast charging interfaces, 2 idle interfaces out of 10 total slow charging interfaces, the label corresponding to the Z charging pile is "excellent", the state corresponding to the Z charging pile is XX kilometers (unit: km) spaced from the current position 321 of the automobile, the estimated charging time period is XX minutes, 6 idle interfaces out of 10 total fast charging interfaces, and 2 idle interfaces out of 10 total slow charging interfaces.
In some embodiments, as shown in fig. 9, step 110 "the electronic control unit displays the target charging pile" on the display interface based on the second display order includes the steps of:
step 1101: the electronic control unit determines a charging route based on the target charging pile;
step 1102: the electronic control unit displays the charging route on a display interface, and the charging circuit line is provided with a route sequence of the target charging piles, an idle fast charging interface or slow charging interface, a distance between the charging circuit line and the current position, a label corresponding to an evaluation result and a predicted charging duration of each target charging pile.
After the charging route is determined to be 328, as shown in fig. 3b, the charging route 328 may be displayed on the map 32, and the route sequence of X, Y and Z of the target charging pile, the distance between the free fast charging interface or slow charging interface and the current position, the label corresponding to the evaluation result and the predicted charging duration of each target charging pile may be marked on the charging route by using positioning icons 1, 2 and 3.
In the embodiment of the application, the brands of the candidate charging piles, the idle fast charging interfaces or slow charging interfaces, the distance between the candidate charging piles and the current position, the charging unit price and the labels corresponding to the evaluation results are displayed on the display interface, so that a user can more intuitively and in detail know the relevant information of the candidate charging piles, and the efficiency of selecting the target charging piles meeting the requirements of the user is improved; the charging route is displayed on the display interface, and the charging circuit is characterized in that the charging route is displayed on the display interface, the passing sequence of the target charging piles, the idle fast charging interface or slow charging interface, the distance between the charging circuit and the current position, the label corresponding to the evaluation result and the estimated charging duration of each target charging pile are displayed, so that a user can more intuitively know the position of each charging pile and the estimated charging duration, and the charging efficiency is improved.
In some embodiments, as shown in fig. 10, the method further comprises:
step 1011: the electronic control unit responds to the navigation request and judges whether the navigation route is reachable under the current electric quantity;
step 1012: the electronic control unit determines that the charging request is received under the condition that the navigation route is not reachable;
under the condition that the electronic control unit determines that the navigation route is not reachable under the current electric quantity, the vehicle is considered to need to be supplemented with electricity midway, an automatic power supplementing function of the vehicle can be automatically started, and behavior data of a user and charging data of at least one charging pile are obtained; and determining candidate charging piles based on the behavior data and/or the charging data and displaying the candidate charging piles.
Step 1013: and the electronic control unit responds to a charging pile search starting request of the user under the condition that the navigation route is available, and determines that the charging request is received.
Under the condition that the electronic control unit determines that the navigation route is reachable under the current electric quantity, the vehicle is considered to be unnecessary to supplement electricity midway, the automatic electricity supplementing function of the vehicle can be closed, the user can manually start the charging pile searching function, and at the moment, the electronic control unit can acquire behavior data of the user and charging data of at least one charging pile; and determining candidate charging piles based on the behavior data and/or the charging data and displaying the candidate charging piles.
In the embodiment of the application, if the current electric quantity can not reach the destination, the power supplementing function can be automatically started, the candidate charging pile is determined and displayed based on the behavior data of the user and the charging data of the charging pile, if the current electric quantity can reach the destination, the user is also supported to manually start the charging pile search starting request, after the request is acquired, the candidate charging pile is determined and displayed based on the behavior data of the user and the charging data of the charging pile, and therefore the charging experience of the user can be improved.
Fig. 11 is a schematic flow chart of a charging pile recommending method according to an embodiment of the present application, as shown in fig. 11, the method includes the following steps:
step S1101: starting a vehicle machine system and opening a navigation application of a vehicle machine end;
step S1102: clicking a charging pile search control by a user, and inputting a destination;
the electronic control unit may determine candidate charging piles according to the destination input by the user, and display the candidate charging piles on the interface 11.
Step S1103: the electronic control unit judges whether the route is reachable, if so, the default along-road searching function is closed, the along-road searching function is required to be manually started, and if not, the intelligent power supplementing function is automatically started;
if the destination is reached, the display interface 12 is turned off, and the search along way control 1102 is turned on manually by the user, so that the number of kilometers still reached after reaching the destination is displayed on the display interface 12: "300 km after arrival is predicted", if the user manually triggers the along-way search control 1102, the user can jump to the display interface 13; if the charging pile is not reachable, the display interface 13 is in an automatic starting state, the intelligent power supplementing function is automatically started, the reachable after power supplementing is displayed on the display interface 13, and the positioning icons 1 to 3 respectively represent charging piles X, Y and Z along the charging route 1105.
Step S1104: if the user needs to charge, the electronic control unit automatically plans a charging route and displays a recommended charging pile label;
step S1105: the user clicks the start navigation control and enters the navigation page.
Wherein, as shown in fig. 11, clicking the start navigation control 1106 by the user may trigger entering the navigation page.
In some embodiments, in a navigation state, a vehicle may not travel along a prescribed route to cause yaw or excessive energy consumption to cause an electric quantity estimation error, and at this time, the judgment of the mileage and the arrival point distance of the electric quantity can be obtained once every one minute; the electronic control unit performs planning of the charging route and displays the planned charging route and the label of the charging pile; clicking to open the navigation control and entering the navigation page.
It should be noted that, in the embodiment of the present application, if the above-mentioned charging pile recommendation method is implemented in the form of a software function module, and is sold or used as a separate product, the charging pile recommendation method may also be stored in a computer readable storage medium. Based on such understanding, the technical solutions of the embodiments of the present application may be embodied in essence or a part contributing to the related art in the form of a software product stored in a storage medium, including several instructions for causing an electronic device (which may be a mobile phone, a tablet computer, a desktop computer, a personal digital assistant, a navigator, a digital phone, a video phone, a television, a sensing device, etc.) to perform all or part of the methods described in the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read Only Memory (ROM), a magnetic disk, an optical disk, or other various media capable of storing program codes. Thus, embodiments of the present application are not limited to any specific combination of hardware and software.
Fig. 12 is a schematic structural diagram of a charging pile recommendation device according to an embodiment of the present application, as shown in fig. 12, the device 1200 includes: an acquisition module 1201, an evaluation module 1202 and a recommendation module 1203, wherein:
an obtaining module 1201, configured to obtain, in response to a charging request, behavior data of a user and charging data of at least one charging pile;
the evaluation module 1202 is configured to evaluate, based on the behavior data and/or the charging data, the at least one charging pile from at least one evaluation dimension, to obtain an evaluation result of each charging pile, where the evaluation dimension includes at least one of a quality, a forward road, and a user viscosity;
and a recommending module 1203, configured to recommend candidate charging piles to the user based on the evaluation result of each charging pile and a preset charging preference, where the preset charging preference is used to characterize the importance degree of each evaluation dimension, and can be adjusted in response to the triggering operation of the user.
In some embodiments, the recommendation module 1203 includes: a selecting sub-module, configured to select a candidate charging pile from the at least one charging pile based on an evaluation result of each charging pile and a preset charging preference, and determine a first display order of the candidate charging piles; and the first display sub-module is used for displaying the candidate charging piles on a display interface based on the first display sequence.
In some embodiments, the charging data includes a state of use of the charging stake and charging parameters, the evaluation module 1202 includes: the first determining submodule is used for determining that the corresponding charging pile is an abnormal charging pile under the condition that the using state of the charging pile is any one of occupation, damage or pause; the second determining submodule is used for determining that the corresponding charging pile is a normal charging pile under the condition that the using state of the charging pile is normal and idle; and the evaluation sub-module is used for evaluating at least one normal charging pile from at least one evaluation dimension based on the behavior data and/or the charging parameters to obtain an evaluation result of each normal charging pile.
In some embodiments, the behavior data includes driving route data, a brand of each charging pile added, a number of times each charging pile is added, and a fast and slow charging type selected by the user, the fast and slow charging type being fast charging or slow charging; the charging parameters comprise a charging completion degree, a charging duration and a used frequency; the evaluation result comprises at least one of a quality degree, a forward road degree and a user viscosity; the evaluation submodule includes: a first determining unit configured to determine a quality degree of a corresponding normal charging pile based on the charging completion degree, the charging duration, and the number of times used for each of the normal charging piles; the second determining unit is used for determining the forward road degree of each normal charging pile based on the driving route data; the third determining unit is used for determining the user viscosity of the corresponding normal charging pile based on the brand of each normal charging pile, the adding times of each normal charging pile and the quick and slow charging types; the recommending module 1203 is configured to recommend candidate charging piles to the user based on the quality degree, the forward road degree, the user viscosity and the preset charging preference of each normal charging pile.
In some embodiments, the apparatus further comprises: the first display module is used for displaying charging preference controls on the display interface; the first determining module is used for responding to the triggering operation of the charging preference control by the user and determining target charging preference; the selection module is used for selecting a target charging pile from the candidate charging piles based on the quality degree, the forward road degree, the user viscosity and the target charging preference of each charging pile, and determining a second display sequence of the target charging pile; and the second display module is used for displaying the target charging pile on the display interface based on the second display sequence.
In some embodiments, the target charging preference includes one, any two, and three of best quality, most forward, most commonly used; the selection module comprises: a third determining submodule, configured to select a target charging pile from the candidate charging piles based on a corresponding evaluation result of the quality degree, the forward road degree and the user viscosity of each charging pile when the target charging preference is one of the best quality, the most forward road and the most common, and determine a second display order of the target charging piles according to an order of high quality degree, the forward road degree and the corresponding evaluation result of the user viscosity from high to low; a fourth determining sub-module, configured to perform a weighted calculation based on two corresponding evaluation results in the quality degree, the forward road degree, and the user viscosity of each charging pile and a weight corresponding to each evaluation result, and select a target charging pile from the candidate charging piles based on a result of the weighted calculation, and determine a second display order of the target charging piles, when the target charging preference is any two combinations of the best quality, the forward road, and the most common; and a fifth determining sub-module, configured to perform a weighted calculation based on the quality degree, the forward degree, and the user viscosity of each charging pile and weights corresponding to the quality degree, the forward degree, and the user viscosity, respectively, and select a target charging pile from the candidate charging piles based on a result of the weighted calculation, and determine a second display order of the target charging piles, when the target charging preference is the best quality, the most forward, and the most common combination.
In some embodiments, the first display sub-module is configured to display, on a display interface, a brand of the candidate charging pile, an idle fast charging interface or slow charging interface, a distance between the candidate charging pile and a current location, a charging unit price, and a label corresponding to an evaluation result based on the first display order; the second display module includes: a sixth determining sub-module for determining a charging route based on the target charging stake; the second display sub-module is used for displaying the charging route on a display interface, and the charging route is characterized in that the charging route is provided with a route sequence of the target charging piles, an idle fast charging interface or slow charging interface, a distance between the charging interface and the current position, a label corresponding to an evaluation result and the expected charging duration of each target charging pile.
In some embodiments, the apparatus further comprises: the judging module is used for responding to the navigation request and judging whether the navigation route is reachable under the current electric quantity; a second determining module, configured to determine that the charging request is received, where the navigation route is not reachable; and the third determining module is used for responding to the charging pile search starting request of the user under the condition that the navigation route is reachable, and determining that the charging request is received.
The description of the apparatus embodiments above is similar to that of the method embodiments above, with similar advantageous effects as the method embodiments. For technical details not disclosed in the device embodiments of the present application, please refer to the description of the method embodiments of the present application for understanding.
Based on the foregoing embodiments, the embodiment of the present application further provides an electronic device, and fig. 13 is a schematic structural diagram of the electronic device according to the embodiment of the present application, as shown in fig. 13, a hardware entity of the device 1300 includes: a memory 1301 and a processor 1302, the memory 1301 storing a computer program executable on the processor 1302, the processor 1302 implementing the steps of the charging pile recommendation method in the above embodiment when executing the program.
The memory 1301 is configured to store instructions and applications executable by the processor 1302, and may also cache data (e.g., image data, audio data, voice communication data, and video communication data) to be processed or processed by the respective modules in the processor 1302 and the apparatus 1300, which may be implemented by a FLASH memory (FLASH) or a random access memory (Random Access Memory, RAM).
Based on the foregoing embodiments, the embodiments of the present application further provide a computer readable storage medium, where a computer program is stored, where the computer program, when executed by a processor of an electronic device, can implement the charging pile recommendation method provided in any of the foregoing embodiments.
The foregoing description of various embodiments is intended to highlight differences between the various embodiments, which may be the same or similar to each other by reference, and is not repeated herein for the sake of brevity.
The methods disclosed in the method embodiments provided by the application can be arbitrarily combined under the condition of no conflict to obtain a new method embodiment. The features disclosed in the embodiments of the products provided by the application can be arbitrarily combined under the condition of no conflict, so as to obtain new embodiments of the products. The features disclosed in the embodiments of the method or the apparatus provided in the application may be arbitrarily combined without conflict to obtain a new embodiment of the method or the apparatus.
The computer readable storage medium may be a Read Only Memory (ROM), a programmable Read Only Memory (Programmable Read-Only Memory, PROM), an erasable programmable Read Only Memory (Erasable Programmable Read-Only Memory, EPROM), an electrically erasable programmable Read Only Memory (Electrically Erasable Programmable Read-Only Memory, EEPROM), a magnetic random access Memory (Ferromagnetic Random Access Memory, FRAM), a Flash Memory (Flash Memory), a magnetic surface Memory, an optical disk, or a compact disk Read Only Memory (Compact Disc Read-Only Memory, CD-ROM), or the like; but may be various electronic devices such as mobile phones, computers, tablet devices, personal digital assistants, etc., that include one or any combination of the above-mentioned memories.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
The foregoing embodiment numbers of the present application are merely for describing, and do not represent advantages or disadvantages of the embodiments. From the above description of the embodiments, it will be clear to those skilled in the art that the above-described embodiment method may be implemented by means of software plus necessary general hardware nodes, or of course by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present application may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk), comprising several instructions for causing a terminal device (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) to perform the method described in the embodiments of the present application.
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The foregoing description is only of the preferred embodiments of the present application, and is not intended to limit the scope of the claims, and all equivalent structures or equivalent processes using the descriptions and drawings of the present application, or direct or indirect application in other related technical fields are included in the scope of the claims of the present application.
Claims (10)
1. A charging pile recommendation method, characterized in that the method comprises:
responding to the charging request, and acquiring behavior data of a user and charging data of at least one charging pile;
based on the behavior data and/or the charging data, evaluating the at least one charging pile from at least one evaluation dimension to obtain an evaluation result of each charging pile, wherein the evaluation dimension comprises at least one of high quality, forward road performance and user viscosity;
And recommending candidate charging piles to the user based on the evaluation result of each charging pile and preset charging preference, wherein the preset charging preference is used for representing the importance degree of each evaluation dimension and can be adjusted in response to the triggering operation of the user.
2. The method of claim 1, wherein the recommending candidate charging posts to the user based on the evaluation result of each charging post and a preset charging preference comprises:
selecting a candidate charging pile from the at least one charging pile based on an evaluation result of each charging pile and a preset charging preference, and determining a first display sequence of the candidate charging piles;
and displaying the candidate charging piles on a display interface based on the first display sequence.
3. The method according to claim 1, wherein the charging data includes a usage status of a charging pile and a charging parameter, and the evaluating the at least one charging pile from at least one evaluation dimension based on the behavior data and/or the charging data, to obtain an evaluation result of each charging pile, includes:
under the condition that the use state of the charging pile is any one of occupation, damage or suspension, determining that the corresponding charging pile is an abnormal charging pile;
Under the condition that the use state of the charging pile is normal and idle, determining that the corresponding charging pile is a normal charging pile;
and evaluating at least one normal charging pile from at least one evaluation dimension based on the behavior data and/or the charging parameters to obtain an evaluation result of each normal charging pile.
4. The method of claim 3, wherein the behavior data includes driving route data, a brand of each of the charging posts to be added, a number of times of addition of each of the charging posts, and a quick and slow charge type selected by the user, the quick and slow charge type being quick or slow charge; the charging parameters comprise a charging completion degree, a charging duration and a used frequency; the evaluation result comprises at least one of a quality degree, a forward road degree and a user viscosity;
and evaluating at least one normal charging pile from at least one evaluation dimension based on the behavior data and/or the charging parameters to obtain an evaluation result of each normal charging pile, wherein the evaluation result comprises:
determining the quality degree of the corresponding charging pile based on the charging completion degree, the charging duration and the used times of each charging pile;
Determining the forward road degree of the corresponding charging pile based on the driving route data of each charging pile;
determining the user viscosity of the corresponding charging pile based on the brand of each charging pile, the adding times of each charging pile and the quick and slow charging types;
the recommending candidate charging piles to the user based on the evaluation result of each charging pile and the preset charging preference comprises the following steps:
and recommending candidate charging piles to the user based on the quality degree, the forward road degree, the user viscosity and the preset charging preference of each charging pile.
5. The method according to claim 4, wherein the method further comprises:
displaying a charging preference control on the display interface;
determining a target charging preference in response to a triggering operation of the charging preference control by the user;
selecting a target charging pile from the candidate charging piles based on the quality degree, the forward road degree, the user viscosity and the target charging preference of each charging pile, and determining a second display sequence of the target charging pile;
and displaying the target charging pile on the display interface based on the second display sequence.
6. The method of claim 5, wherein the target charging preferences include one, any two, and three of best quality, most forward, most commonly used;
The selecting a target charging pile from the candidate charging piles based on the quality degree, the forward road degree, the user viscosity and the target charging preference of each charging pile, and determining a second display sequence of the target charging pile, including:
under the condition that the target charging preference is one of the highest quality, the most forward road and the most common, selecting a target charging pile from the candidate charging piles based on a corresponding evaluation result of the high quality degree, the forward road degree and the user viscosity of each charging pile, and determining a second display sequence of the target charging pile according to the sequence from high to low of the corresponding evaluation result of the high quality degree, the forward road degree and the user viscosity;
under the condition that the target charging preference is any two of the combination of the highest quality, the most forward road and the most commonly used, carrying out weighting calculation based on two corresponding evaluation results in the quality degree, the forward road degree and the user viscosity of each charging pile and the weight corresponding to each evaluation result, selecting a target charging pile from the candidate charging piles based on the result of the weighting calculation, and determining a second display sequence of the target charging pile;
And under the condition that the target charging preference is the combination of the best quality, the most forward road and the most common, carrying out weighting calculation based on the quality degree, the forward road degree and the user viscosity of each charging pile and weights respectively corresponding to the quality degree, the forward road degree and the user viscosity, selecting a target charging pile from the candidate charging piles based on the result of the weighting calculation, and determining a second display sequence of the target charging pile.
7. The method of claim 5 or 6, wherein displaying the candidate charging pile on a display interface based on the first display order comprises:
based on the first display sequence, displaying brands of the candidate charging piles, idle fast charging interfaces or slow charging interfaces, distances between the candidate charging piles and the current position, charging unit price and labels corresponding to evaluation results on a display interface;
the displaying the target charging pile on the display interface based on the second display order includes:
determining a charging route based on the target charging pile;
and displaying the charging route on a display interface, wherein the charging route is displayed on the charging circuit line according to the passing sequence of the target charging piles, the idle fast charging interface or slow charging interface, the distance between the charging interface and the current position, the label corresponding to the evaluation result and the predicted charging duration of each target charging pile.
8. The method according to any one of claims 1 to 7, further comprising:
responding to the navigation request, judging whether the navigation route is reachable under the current electric quantity;
determining that the charging request is received if the navigation route is not reachable;
and under the condition that the navigation route is reachable, responding to a charging pile search starting request of the user, and determining that the charging request is received.
9. A charging pile recommendation device, characterized in that the device comprises:
the acquisition module is used for responding to the charging request and acquiring behavior data of a user and charging data of at least one charging pile;
the evaluation module is used for evaluating the at least one charging pile from at least one evaluation dimension based on the behavior data and/or the charging data to obtain an evaluation result of each charging pile, wherein the evaluation dimension comprises at least one of high quality, forward road performance and user viscosity;
and the recommendation module is used for recommending candidate charging piles to the user based on the evaluation result of each charging pile and preset charging preference, wherein the preset charging preference is used for representing the importance degree of each evaluation dimension and can be adjusted in response to the triggering operation of the user.
10. An electronic device comprising a memory and a processor, the memory storing a computer program executable on the processor, characterized in that the processor implements the steps of the charging pile recommendation method of any one of claims 1 to 8 when the program is executed.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311447440.7A CN117520614A (en) | 2023-11-01 | 2023-11-01 | Charging pile recommendation method, device and equipment |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311447440.7A CN117520614A (en) | 2023-11-01 | 2023-11-01 | Charging pile recommendation method, device and equipment |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN117520614A true CN117520614A (en) | 2024-02-06 |
Family
ID=89765444
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202311447440.7A Pending CN117520614A (en) | 2023-11-01 | 2023-11-01 | Charging pile recommendation method, device and equipment |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN117520614A (en) |
-
2023
- 2023-11-01 CN CN202311447440.7A patent/CN117520614A/en active Pending
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN109255068B (en) | Charging pile management method, device, server and system | |
| CN107491825B (en) | Taxi booking processing method and system | |
| US8855842B2 (en) | Vehicular charging facility guidance device, vehicular charging facility guidance method, and computer program | |
| CN110782065B (en) | Electric vehicle charging pile recommendation method, server, terminal and system | |
| CN113715811A (en) | Parking method, parking device, vehicle and computer-readable storage medium | |
| US9170119B2 (en) | Method and system for dynamically adapting user interfaces in vehicle navigation systems to minimize interaction complexity | |
| CN102667403A (en) | Navigation device | |
| CN113851016B (en) | Parking management method and device, electronic equipment and storage medium | |
| WO2014159291A2 (en) | Planning under destination uncertainty | |
| CN101065644A (en) | Navigation device, method, and program | |
| CN105180951B (en) | Route planning for vehicles | |
| CN109033171B (en) | Information pushing method and device | |
| CN110308468A (en) | Location recommendation method and device | |
| CN111862664A (en) | Parking scheduling method and device | |
| CN110864701A (en) | Navigation route recommendation method, vehicle-mounted terminal and computer storage medium | |
| CN112185162A (en) | Parking space reservation recommendation method and system | |
| WO2016108207A1 (en) | Infotainment system for recommending a task during a traffic transit time | |
| CN111127130A (en) | Energy site recommendation method based on user preference, storage medium and electronic equipment | |
| CN111445287A (en) | Order processing method and device | |
| CN110207717B (en) | Automobile charging navigation method, electronic equipment and storage medium | |
| CN115497331A (en) | Parking method, device and equipment and vehicle | |
| CN114038230B (en) | Method and system for recommending parking spaces of shared parking lot, computer equipment and storage medium | |
| CN117520614A (en) | Charging pile recommendation method, device and equipment | |
| CN112508310A (en) | Driving track simulation method and device and storage medium | |
| CN111815344A (en) | Automobile refueling recommendation method, electronic equipment and storage medium |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |