CN-122019872-A - Charging recommendation method and device, electronic equipment and storage medium

Abstract

The application provides a charging recommendation method, a charging recommendation device, electronic equipment and a storage medium, which are suitable for the technical field of electric vehicle charging. The method comprises the steps of responding to a charging recommendation request of a user, obtaining real-time site data of each charging site, wherein the real-time site data comprise site position information, online charging cabinet information and socket state information, determining site distances between the user and each charging site based on the site position information of each charging site, determining idle rate of each charging site based on the online charging cabinet information and the socket state information of each charging site, enabling the idle rate to be used for representing the ratio of the number of available sockets to the total number of the sockets, grading and sorting the charging sites based on a preset site grading model, site distances and idle rate, and determining at least one recommended charging site. The embodiment of the application can improve the accuracy of the recommended charging station and reduce the idle running condition.

Inventors

• SONG JIACHENG
• HU YANPING
• CHEN JIANWEI

Assignees

• 中消云（北京）物联网科技研究院有限公司

Dates

Publication Date

20260512

Application Date

20260116

Claims (10)

1. 1. A charging recommendation method, characterized by comprising: responding to a charging recommendation request of a user, and acquiring real-time site data of each charging site, wherein the real-time site data comprises site position information, charging cabinet online information and socket state information; Determining site distances between the user and each charging site based on site location information of each charging site; Determining the idle rate of each charging station based on the charging cabinet on-line information and the socket state information of each charging station, wherein the idle rate is used for representing the ratio of the number of available sockets to the total number of sockets; And grading and sorting all the charging stations based on a preset station grading model, the station distance and the idle rate, and determining at least one recommended charging station.
2. 2. The charging recommendation method according to claim 1, wherein the scoring parameters of the site scoring model include site distance, idle rate, charging price, service facility score, and historical preference score; the step of grading and sorting the charging stations based on a preset station grading model, the station distance and the idle rate to determine at least one recommended charging station comprises the following steps: Acquiring charging prices, service facility scores and historical preference scores of the charging sites; Determining a comprehensive score of each charging site based on a preset site scoring model, the site distance, the idle rate, the charging price, the service facility score and the historical preference score; and selecting a preset number of charging stations arranged in front as each recommended charging station based on the comprehensive scores of the charging stations.
3. 3. The charging recommendation method according to claim 2, wherein after selecting a preset number of charging stations arranged in front as each of the recommended charging stations based on the composite score of each of the charging stations, comprising: Displaying a site recommendation interface based on each recommended charging site, wherein the site recommendation interface comprises a site ordered list which comprises detail viewing controls corresponding to each recommended charging site; and in response to the selection operation of any detail view control, displaying a site detail page of the recommended charging site, and marking a recommended socket in the site detail page.
4. 4. The charging recommendation method of claim 3, wherein the site recommendation interface further comprises a thermodynamic diagram control; After displaying the site recommendation interface, the method further comprises the following steps of: responsive to a selection operation for the thermodynamic diagram control, displaying icon controls of the recommended charging sites on a preset map thermodynamic diagram; and responding to the selection operation of any icon control, displaying a site detail page of the recommended charging site, and marking a recommended socket in the site detail page.
5. 5. The charging recommendation method according to claim 2, wherein after selecting a preset number of charging stations arranged in front as each of the recommended charging stations based on the composite score of each of the charging stations, further comprising: recording the clicking times of the user on each recommended charging site, the checking times of site detail pages of each recommended charging site and the charging times of each recommended charging site; and adjusting the historical preference scores of the recommended charging sites based on the click times, the check times and the charging times.
6. 6. The charging recommendation method according to any one of claims 1 to 5, wherein the ranking of the charging sites based on the preset site scoring model, the site distance and the idle rate, after determining at least one recommended charging site, further comprises: Acquiring socket state information of a charging cabinet of the recommended charging station in response to a selection operation of the charging cabinet; And displaying an introduction interface of the charging cabinet based on the socket state information, and marking the recommended socket on the introduction interface.
7. 7. The charging recommendation method according to any one of claims 1 to 5, wherein after acquiring real-time site data of each charging site in response to a charging recommendation request of a user, further comprising: acquiring registration address information of the user when the positioning of site position information of each charging site fails; and displaying a city map of a city where the registration address information is based on the registration address information, and marking each charging station in the city map.
8. 8. A charging recommendation device, characterized by comprising: the charging system comprises an acquisition module, a charging cabinet acquisition module and a charging control module, wherein the acquisition module is used for responding to a charging recommendation request of a user and acquiring real-time site data of each charging site, wherein the real-time site data comprises site position information, charging cabinet online information and socket state information; the first determining module is used for determining the site distance between the user and each charging site based on the site position information of each charging site; the second determining module is used for determining the idle rate of each charging station based on the charging cabinet on-line information and the socket state information of each charging station, wherein the idle rate is used for representing the ratio of the number of available sockets to the total number of sockets; and the recommending module is used for grading and sorting all the charging stations based on a preset station grading model, the station distance and the idle rate, and determining at least one recommended charging station.
9. 9. An electronic device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, characterized in that the processor implements the steps of the method according to any one of claims 1 to 7 when the computer program is executed.
10. 10. A computer readable storage medium storing a computer program, characterized in that the computer program when executed by a processor implements the steps of the method according to any one of claims 1 to 7.

Description

Charging recommendation method and device, electronic equipment and storage medium Technical Field The application relates to the technical field of electric vehicle charging, in particular to a charging recommendation method, a charging recommendation device, electronic equipment and a storage medium. Background With the continuous development of technology, electric vehicles have become one of the important tools for people to travel. However, the cruising ability of electric vehicles is always a problem. To solve this problem, many owners of electric vehicles choose to use an electric vehicle charging applet to conveniently and quickly locate a charging station and charge. Existing electric vehicle charging applets typically display the stations in a fixed order or in a simple distance order, resulting in low recommended charging station accuracy. Meanwhile, the platform lacks of evaluating the real-time state of the socket, so that the recommended charging station is low in accuracy and easy to run. Disclosure of Invention In view of the above, the embodiments of the present application provide a charging recommendation method, a device, an electronic apparatus, and a storage medium, so as to solve the problem that in the prior art, the recommended charging station has low accuracy and is easy to run. A first aspect of an embodiment of the present application provides a charging recommendation method, including: responding to a charging recommendation request of a user, and acquiring real-time site data of each charging site, wherein the real-time site data comprises site position information, charging cabinet online information and socket state information; Determining site distances between a user and each charging site based on site position information of each charging site; determining the idle rate of each charging station based on the charging cabinet on-line information and the socket state information of each charging station, wherein the idle rate is used for representing the ratio of the number of available sockets to the total number of sockets; and grading and sorting all the charging stations based on a preset station grading model, a station distance and an idle rate, and determining at least one recommended charging station. In one possible implementation, the scoring parameters of the site scoring model include site distance, idle rate, charge price, service facility score, and historical preference score; Based on a preset site scoring model, site distance and idle rate, scoring and sorting the charging sites, and determining at least one recommended charging site comprises: Acquiring charging prices, service facility scores and historical preference scores of all charging sites; determining comprehensive scores of all charging sites based on a preset site scoring model, site distance, idle rate, charging price, service facility scores and historical preference scores; And selecting a preset number of charging stations arranged in front as each recommended charging station based on the comprehensive scores of the charging stations. In one possible implementation, after selecting a preset number of charging stations arranged in front as each recommended charging station based on the composite score of each charging station, the method includes: based on each recommended charging site, displaying a site recommendation interface, wherein the site recommendation interface comprises a site sorting list, and the site sorting list comprises detail viewing controls corresponding to each recommended charging site; and in response to a selection operation of any detail view control, displaying a site detail page of the recommended charging site, and marking a recommended socket in the site detail page. In one possible implementation, the site recommendation interface further includes a thermodynamic diagram control; based on each recommended charging site, after displaying the site recommendation interface, the method further comprises: Responsive to a selection operation for the thermodynamic diagram control, displaying icon controls of each recommended charging site on a preset map thermodynamic diagram; and in response to the selection operation of any icon control, displaying a site detail page of the recommended charging site, and marking a recommended socket in the site detail page. In one possible implementation manner, after selecting a preset number of charging stations arranged in front as each recommended charging station based on the comprehensive score of each charging station, the method further includes: Recording the clicking times of a user on each recommended charging site, the checking times of site detail pages of each recommended charging site and the charging times of each recommended charging site; Based on the number of clicks, the number of views, and the number of charges, a historical preference score for the recommended charging site is adjusted. In one possible imple