A hydrogenation strategy recommendation method and storage medium based on remote human-computer interaction
Through remote human-computer interaction technology, real-time matching of the parameters of hydrogen refueling vehicles and hydrogen refueling stations has been solved, and the existing hydrogen refueling stations cannot effectively match different vehicle parameters is achieved, efficient and reliable hydrogen refueling strategy recommendations are achieved, and user experience is improved.
Patent Information
- Application Number
- CN202411749023.2
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2024-12-02
- Publication Date
- 2025-03-07
- Estimated Expiration
- 2044-12-02
AI Technical Summary
The existing hydrogen refueling stations cannot effectively match the parameters of different hydrogen energy vehicles, making it difficult for users to find suitable hydrogen refueling stations, resulting in problems such as failure or poor results.
The hydrogenation strategy recommendation method based on remote human-computer interaction is adopted. By receiving the real-time status information of the hydrogenation vehicle and the operating status information of the hydrogenation station, it is determined whether the hydrogenation station is suitable for the user's hydrogenation needs, and a target hydrogenation strategy is generated to provide users with a reliable hydrogenation solution.
Real-time matching between hydrogen refueling vehicles and hydrogen refueling stations is achieved, the success rate and user experience of hydrogen refueling is improved, and the actual hydrogen refueling needs of users are met.
Smart Images

Figure CN119228083B_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of vehicle hydrogenation, and in particular to a method for recommending a hydrogenation strategy based on remote human-computer interaction, an electronic device, and a computer-readable storage medium. Background Art
[0002] Hydrogen energy has outstanding advantages such as cleanliness, environmental protection, and scalable storage and transportation. It is currently recognized as one of the most promising new energy sources. At present, although hydrogen refueling stations on the market can refuel hydrogen vehicles to meet the hydrogen needs of hydrogen vehicle users, different hydrogen vehicles may be configured with different parameters, which means that hydrogen vehicles usually need to go to hydrogen refueling stations suitable for their configurations to refuel. Otherwise, hydrogen refueling cannot be achieved or the overall effect of hydrogen refueling cannot be optimal. In other words, if the hydrogen refueling station that the user arrives at is not suitable for hydrogen refueling of hydrogen vehicles, the user may make a wasted trip, which will not only waste the user's energy, but also bring a poor hydrogen refueling experience to the user, and fail to meet the user's hydrogen refueling needs. Summary of the invention
[0003] The present invention aims to solve one of the technical problems in the related art at least to a certain extent. To this end, the present invention proposes a hydrogenation strategy recommendation method based on remote human-computer interaction, an electronic device and a computer-readable storage medium.
[0004] In a first aspect, an embodiment of the present invention provides a method for recommending a hydrogenation strategy based on remote human-computer interaction, comprising the following steps:
[0005] Step S1: when receiving the real-time status information of the hydrogen refueling vehicle sent by the hydrogen refueling user, judging whether the real-time status information of the hydrogen refueling vehicle meets the preset vehicle status requirement, thereby obtaining a first judgment result; when the first judgment result indicates that the real-time status information of the hydrogen refueling vehicle meets the preset vehicle status requirement, generating first hydrogen refueling feedback information according to the first judgment result, and sending the first hydrogen refueling feedback information to the hydrogen refueling user, wherein the first hydrogen refueling feedback information indicates that the hydrogen refueling vehicle is suitable for hydrogenation at the hydrogen refueling station;
[0006] Step S2: upon receiving the hydrogenation request information sent by the hydrogenation user according to the first hydrogenation feedback information, obtaining the operation status information of the hydrogenation station, and classifying the hydrogenation request information, thereby obtaining a plurality of first expected hydrogenation demands, wherein different first expected hydrogenation demands correspond to different hydrogenation demand classes;
[0007] Step S3: for each first expected hydrogenation demand, determine whether the hydrogenation station is adapted to the first expected hydrogenation demand according to the operating status information of the hydrogenation station, thereby obtaining a second judgment result; when the second judgment result indicates that the hydrogenation station is adapted to the first expected hydrogenation demand, generate a first adaptation confirmation message, and send the first adaptation confirmation message to the hydrogenation station; otherwise, when the second judgment result indicates that the hydrogenation station is not adapted to the first expected hydrogenation demand, determine the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand according to the first expected hydrogenation demand and the operating status information of the hydrogenation station, and execute step S4;
[0008] Step S4: for each second expected hydrogenation demand, generate corresponding hydrogenation demand recommendation information according to the second expected hydrogenation demand, and send the hydrogenation demand recommendation information to the hydrogenation user; upon receiving the second hydrogenation feedback information sent by the hydrogenation user after confirming that the hydrogenation demand recommendation information has passed the verification, generate a second adaptation confirmation information, and send the second adaptation confirmation information to the hydrogenation station;
[0009] Step S5: upon receiving the target hydrogenation strategy generated and sent by the hydrogenation station according to the hydrogenation adaptation information, the target hydrogenation strategy is sent to the hydrogenation user, wherein the hydrogenation adaptation information includes at least one first adaptation confirmation message or one second adaptation confirmation message.
[0010] Optionally, in one embodiment of the present invention, the step in step S3, determining a second expected hydrogenation demand that is most similar to the first expected hydrogenation demand according to the first expected hydrogenation demand and the operating status information of the hydrogenation station, comprises the following steps:
[0011] Step S31: according to the predetermined hydrogenation demand category corresponding to the first expected hydrogenation demand, a differentiated value is assigned to the first expected hydrogenation demand, so as to obtain a first differentiated parameter corresponding to the first expected hydrogenation demand;
[0012] Step S32: determining all real-time hydrogenation demands that the hydrogenation station can currently adapt to according to the operating status information of the hydrogenation station; for each real-time hydrogenation demand, assigning a differentiated value to the real-time hydrogenation demand according to the hydrogenation demand category corresponding to the real-time hydrogenation demand, thereby obtaining a second differentiated parameter corresponding to the real-time hydrogenation demand;
[0013] Step S33, respectively calculating the difference between each second differentiation parameter and the first differentiation parameter; when the difference between the second differentiation parameter and the first differentiation parameter is within the preset differentiation threshold range, retaining the real-time hydrogenation demand corresponding to the second differentiation parameter as an alternative hydrogenation demand, otherwise screening out the real-time hydrogenation demand corresponding to the second differentiation parameter;
[0014] Step S34: for each alternative hydrogenation demand, the first differentiation parameter corresponding to the first expected hydrogenation demand and the second differentiation parameter corresponding to the alternative hydrogenation demand are substituted into the allocation degree calculation formula, so as to obtain the allocation ratio value corresponding to the alternative hydrogenation demand;
[0015] Step S35: According to the allocation ratio values corresponding to the various alternative hydrogenation demands, one of the alternative hydrogenation demands is determined from all the alternative hydrogenation demands as the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand.
[0016] Optionally, in one embodiment of the present invention, step S35 includes the following steps:
[0017] Step S351, arrange the alternative hydrogenation demands in descending order according to the allocation ratio values corresponding to the alternative hydrogenation demands; from all arranged alternative hydrogenation demands, determine the alternative hydrogenation demand with the largest corresponding allocation ratio value as the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand.
[0018] Optionally, in one embodiment of the present invention, the allocation degree calculation formula is as follows:
[0019] ;
[0020] in, is the allocation ratio corresponding to the alternative hydrogenation demand, is a first differentiation parameter corresponding to a first expected hydrogenation demand, is a second differentiation parameter corresponding to an alternative hydrogenation requirement, Assign a scale factor to a preset, .
[0021] Optionally, in one embodiment of the present invention, step S4 further includes the following steps:
[0022] Step S41: when the second hydrogenation feedback information is not received or the third hydrogenation feedback information sent by the hydrogenation user after confirming that the hydrogenation demand recommendation information has not passed the verification is received, the average value of the allocation ratio values corresponding to all the alternative hydrogenation demands is calculated to obtain the mean parameter;
[0023] Step S42: taking at least one candidate hydrogenation demand whose corresponding allocation ratio value is closest to the mean parameter as the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand.
[0024] Optionally, in one embodiment of the present invention, the real-time status information of the hydrogenation vehicle in step S1 includes the real-time position coordinate parameters of the hydrogenation vehicle, the maximum stay time of the hydrogenation vehicle in the hydrogenation station, and the real-time operation mode of the hydrogenation vehicle, and the preset vehicle status requirement in step S1 includes a first preset vehicle status condition, a second preset vehicle status condition, and a third preset vehicle status condition, wherein the first preset vehicle status condition is that the real-time distance between the hydrogenation vehicle and the hydrogenation station is less than or equal to a preset distance threshold, the second preset vehicle status condition is that the maximum stay time of the hydrogenation vehicle in the hydrogenation station is greater than or equal to a preset time threshold, and the third preset vehicle status condition is that the hydrogenation station supports the real-time operation mode of the hydrogenation vehicle; when the real-time status information of the hydrogenation vehicle satisfies at least two of the first preset vehicle status condition, the second preset vehicle status condition, and the third preset vehicle status condition, the first judgment result indicates that the real-time status information of the hydrogenation vehicle satisfies the preset vehicle status requirement.
[0025] Optionally, in one embodiment of the present invention, step S1 further includes the following steps:
[0026] Step S11: When the first judgment result indicates that the real-time status information of the hydrogen refueling vehicle does not meet the preset vehicle status requirement, difference comparison information is generated according to the difference between the real-time status information of the hydrogen refueling vehicle and the first preset vehicle status condition, the second preset vehicle status condition and the third preset vehicle status condition, and the difference comparison information is sent to the hydrogen refueling user.
[0027] In a second aspect, an embodiment of the present invention provides an electronic device, including:
[0028] at least one processor;
[0029] at least one memory for storing at least one program;
[0030] When at least one of the programs is executed by at least one of the processors, the method for recommending hydrogenation strategies based on remote human-computer interaction as described in the first aspect is implemented.
[0031] In a third aspect, an embodiment of the present invention provides a computer-readable storage medium storing a program executable by a processor, wherein the program executable by the processor is used to implement the method for recommending a hydrogenation strategy based on remote human-computer interaction as described in the first aspect when executed by the processor.
[0032] The hydrogenation strategy recommendation method based on remote human-computer interaction, electronic device and computer-readable storage medium proposed in the present invention adopt remote human-computer interaction, which can not only judge whether the real-time status information of the hydrogenation vehicle meets the preset vehicle status requirements, but also send the first hydrogenation feedback information to the hydrogenation user according to the relevant judgment results, so as to promptly inform the hydrogenation user whether the hydrogenation vehicle is suitable for hydrogenation in the hydrogenation station; and when it is confirmed that the hydrogenation vehicle is suitable for hydrogenation in the hydrogenation station, the hydrogenation request information sent by the hydrogenation user can be parsed to obtain multiple first expected hydrogenation demands, and then the first expected hydrogenation demands of the hydrogenation user can be adapted as much as possible through the hydrogenation station to meet the actual hydrogenation demand of the hydrogenation user; in summary, the present invention can take into account the real-time status information of the hydrogenation vehicle and the actual hydrogenation demand of the hydrogenation user, and interact in real time based on the real-time status information of the hydrogenation vehicle and the actual hydrogenation demand of the hydrogenation user, so as to provide the hydrogenation user with a reliable, effective and appropriate target hydrogenation strategy, which is conducive to optimizing the hydrogenation experience of the hydrogenation user. BRIEF DESCRIPTION OF THE DRAWINGS
[0033] Figure 1 is a flow chart of a method for recommending a hydrogenation strategy based on remote human-computer interaction provided by an embodiment of the present invention;
[0034] Figure 2 yes Figure 1 A partial flow chart of the step S3 in step “determining a second expected hydrogenation demand that is most similar to the first expected hydrogenation demand based on the first expected hydrogenation demand and the operating status information of the hydrogenation station”;
[0035] Figure 3 yes Figure 2 Flow chart of step S35 in FIG.
[0036] Figure 4 is a flow chart of a method for recommending a hydrogenation strategy based on remote human-computer interaction provided by another embodiment of the present invention;
[0037] Figure 5 is a flow chart of a method for recommending a hydrogenation strategy based on remote human-computer interaction provided by another embodiment of the present invention;
[0038] Figure 6 It is a structural schematic diagram of an electronic device provided by an embodiment of the present invention. DETAILED DESCRIPTION
[0039] like Figure 1As shown, a method for recommending a hydrogenation strategy based on remote human-computer interaction provided by an embodiment of the present invention may include, but is not limited to, steps S1 to S5. It should be noted that in order to better implement the method for recommending a hydrogenation strategy provided by an embodiment of the present invention, a special human-computer interaction device may be provided in a specific application scenario as a feasible execution subject of the embodiment of the present invention, but is not limited to, for example, the human-computer interaction device is provided at a certain distance from the hydrogenation station. The setting method of the human-computer interaction device may refer to the ATM on the market, that is, the human-computer interaction device provides voice input or key input to receive feedback information from hydrogenation users, and at the same time, the human-computer interaction device communicates electrically with the corresponding hydrogenation station, so that when the hydrogenation user comes to the human-computer interaction device, the execution of the method provided by the embodiment of the present invention can be started. The hydrogenation strategy recommendation method shows that it is very convenient to apply in actual scenarios. The specific setting form, quantity and related parameters of the human-computer interaction device can be set by those skilled in the art. This part does not belong to the invention to be protected by the present invention. It is only described as an example. For example, different hydrogenation stations correspond to different human-computer interaction devices. Each hydrogenation station can set corresponding human-computer interaction devices at preset positions in different directions to achieve the purpose of coverage setting, so as to facilitate hydrogenation users to better perform remote human-computer interaction. For example, a human-computer interaction device is set at a distance of 5 km in the southeast direction of the hydrogenation station, and a human-computer interaction device is set at a distance of 7 km in the northwest direction of the hydrogenation station. By analogy, all human-computer interaction devices corresponding to the hydrogenation station can be set in a similar manner.
[0040] Step S1: when receiving the real-time status information of the hydrogenation vehicle sent by the hydrogenation user, it is determined whether the real-time status information of the hydrogenation vehicle meets the preset vehicle status requirements, thereby obtaining a first judgment result; when the first judgment result indicates that the real-time status information of the hydrogenation vehicle meets the preset vehicle status requirements, first hydrogenation feedback information is generated according to the first judgment result, and the first hydrogenation feedback information is sent to the hydrogenation user, wherein the first hydrogenation feedback information indicates that the hydrogenation vehicle is suitable for hydrogenation at the hydrogenation station; it can be understood that, taking the human-computer interaction device as an example, the action of receiving the real-time status information of the hydrogenation vehicle sent by the hydrogenation user indicates that the hydrogenation user has input the real-time status information of the hydrogenation vehicle through voice input or key input of the human-computer interaction device, so that the human-computer interaction device can receive the real-time status information of the hydrogenation vehicle. Similar actions in the following embodiments are similar, and will not be described in detail later to avoid redundancy;
[0041] Step S2: upon receiving the hydrogenation request information sent by the hydrogenation user according to the first hydrogenation feedback information, obtaining the operation status information of the hydrogenation station, and classifying the hydrogenation request information, thereby obtaining a plurality of first expected hydrogenation demands, wherein different first expected hydrogenation demands correspond to different hydrogenation demand classes;
[0042] Step S3: for each first expected hydrogenation demand, determine whether the hydrogenation station is adapted to the first expected hydrogenation demand according to the operating status information of the hydrogenation station, thereby obtaining a second judgment result; when the second judgment result indicates that the hydrogenation station is adapted to the first expected hydrogenation demand, generate a first adaptation confirmation message, and send the first adaptation confirmation message to the hydrogenation station; otherwise, when the second judgment result indicates that the hydrogenation station is not adapted to the first expected hydrogenation demand, determine the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand according to the first expected hydrogenation demand and the operating status information of the hydrogenation station, and execute step S4;
[0043] It can be seen that when the second judgment result indicates that the hydrogenation station is adapted to the first expected hydrogenation demand, a first adaptation confirmation message is generated, that is, for each first expected hydrogenation demand, as long as it is confirmed that the hydrogenation station is adapted to the first expected hydrogenation demand, a first adaptation confirmation message will be generated accordingly and sent to the hydrogenation station. The first adaptation confirmation message is exclusive and different from the first adaptation confirmation messages corresponding to other first expected hydrogenation demands. Therefore, in theory, the hydrogenation station can receive multiple different first adaptation confirmation messages, thereby determining which first expected hydrogenation demands can be adapted to the hydrogenation station respectively; the types of operating status information of the hydrogenation station can be various, not limited to all aspects of the operation of the hydrogenation station, such as the operating conditions of different hydrogenation machines, the use of different hydrogenation guns on the hydrogenation machine, the real-time in-station operating parameters of the hydrogenation station (which may include but are not limited to the unit price of hydrogen, the amount of hydrogen stored in the hydrogenation station, etc.) and the safety factor of the hydrogenation station, etc., and those skilled in the art can set this according to the actual application scenario, that is, choose to obtain the corresponding required operating status information of the hydrogenation station in the specific scenario;
[0044] Step S4: for each second expected hydrogenation demand, generate corresponding hydrogenation demand recommendation information according to the second expected hydrogenation demand, and send the hydrogenation demand recommendation information to the hydrogenation user; upon receiving the second hydrogenation feedback information sent by the hydrogenation user after confirming that the hydrogenation demand recommendation information has passed the verification, generate a second adaptation confirmation information, and send the second adaptation confirmation information to the hydrogenation station;
[0045] It can be seen that when the second hydrogenation feedback information sent by the hydrogenation user after confirming that the hydrogenation demand recommendation information has passed the verification is received, a second adaptation confirmation information is generated, that is, for each second expected hydrogenation demand, as long as the hydrogenation user confirms that the hydrogenation demand recommendation information has passed the hydrogenation user's own verification, the hydrogenation user will feedback once, thereby generating a second adaptation confirmation information accordingly and sending it to the hydrogenation station. The second adaptation confirmation information is also exclusive, and is different from the second adaptation confirmation information corresponding to other second expected hydrogenation demands. Therefore, in theory, the hydrogenation station can also receive multiple different second adaptation confirmation information, thereby determining which second expected hydrogenation demands are required by the hydrogenation user respectively; the "pass verification" here is determined by the hydrogenation user himself and has nothing to do with the outside. For example, when the human-computer interaction device receives the hydrogenation demand recommendation information, it will display it to the hydrogenation user, and at the same time display the relevant content of whether the hydrogenation demand recommendation information is confirmed on the screen of the human-computer interaction device. If the hydrogenation user confirms, it is deemed that the hydrogenation demand recommendation information has passed the verification, otherwise it is deemed that it has not passed the verification;
[0046] Step S5: upon receiving the target hydrogenation strategy generated and sent by the hydrogenation station according to the hydrogenation adaptation information, the target hydrogenation strategy is sent to the hydrogenation user, wherein the hydrogenation adaptation information includes at least one first adaptation confirmation message or one second adaptation confirmation message, which means that the number of first adaptation confirmation messages or / and second adaptation confirmation messages received by the hydrogenation station is uncertain and needs to be determined accordingly according to the specific application scenario. However, in either case, the hydrogenation station can generate corresponding hydrogenation adaptation information according to the received first adaptation confirmation message or / and second adaptation confirmation message, and then generate the target hydrogenation strategy based on the hydrogenation adaptation information, for example When the hydrogenation adaptation information includes both the first adaptation confirmation information and the second adaptation confirmation information, a part of the corresponding target hydrogenation strategy is generated according to the first adaptation confirmation information, and another part of the corresponding target hydrogenation strategy is generated according to the second adaptation confirmation information, and finally the two are merged into the final target hydrogenation strategy to be sent to the hydrogenation user; it should be noted that the target hydrogenation strategy is completely set corresponding to the first adaptation confirmation information and / or the second adaptation confirmation information, which is well known to those skilled in the art, and the various embodiments of the present invention describe the first adaptation confirmation information and the second adaptation confirmation information in detail, so in order to avoid redundancy, it will not be described here.
[0047] In this step, the remote human-computer interaction method is adopted, which can not only determine whether the real-time status information of the hydrogen refueling vehicle meets the preset vehicle status requirements, but also send the first hydrogenation feedback information to the hydrogenation user according to the relevant judgment results, and promptly inform the hydrogenation user whether the hydrogenation vehicle is suitable for hydrogenation in the hydrogenation station; and when it is confirmed that the hydrogenation vehicle is suitable for hydrogenation in the hydrogenation station, the hydrogenation request information sent by the hydrogenation user can be parsed to obtain multiple first expected hydrogenation demands, and then the first expected hydrogenation demands of the hydrogenation user can be adapted as much as possible through the hydrogenation station to meet the actual hydrogenation demands of the hydrogenation user; in summary, the present invention can take into account the real-time status information of the hydrogenation vehicle and the actual hydrogenation demands of the hydrogenation user, and interact in real time based on the real-time status information of the hydrogenation vehicle and the actual hydrogenation demands of the hydrogenation user, so as to provide the hydrogenation user with a reliable, effective and appropriate target hydrogenation strategy, which is conducive to optimizing the hydrogenation experience of the hydrogenation user.
[0048] In one embodiment, the real-time status information of the hydrogen refueling vehicle in step S1 can be set accordingly by those skilled in the art according to different application scenarios, and there is no limitation here. When the real-time status information of the hydrogen refueling vehicle is determined, the preset vehicle status requirement in step S1 can be set accordingly. For example, the real-time status information of the hydrogen refueling vehicle in step S1 can include but is not limited to: the real-time position coordinate parameters of the hydrogen refueling vehicle, the maximum stay time of the hydrogen refueling vehicle in the hydrogen refueling station, and the real-time operation mode of the hydrogen refueling vehicle, wherein the maximum stay time of the hydrogen refueling vehicle in the hydrogen refueling station can be set by the hydrogen refueling user according to his own situation, and the real-time operation mode of the hydrogen refueling vehicle includes pure electric mode, non-pure electric mode, internal combustion engine vehicle mode and fuel cell vehicle mode, etc.; the preset vehicle status requirement in step S1 can include but is not limited to: a first preset vehicle status condition, a second preset vehicle status condition and a third preset vehicle status condition, wherein the first preset vehicle status condition is that the real-time distance between the hydrogen refueling vehicle and the hydrogen refueling station is less than or equal to the preset distance threshold, and the second preset vehicle status condition is that the hydrogen refueling vehicle The maximum stay time in the hydrogen refueling station is greater than or equal to the preset time threshold, and the third preset vehicle status condition is that the hydrogen refueling station supports the real-time operation mode of the hydrogen refueling vehicle, wherein the specific values of the preset distance threshold and the preset time threshold are not limited and can be set accordingly according to the actual application scenario; when the real-time status information of the hydrogen refueling vehicle satisfies at least two of the first preset vehicle status condition, the second preset vehicle status condition and the third preset vehicle status condition, the first judgment result indicates that the real-time status information of the hydrogen refueling vehicle meets the preset vehicle status requirements. In other words, when it is judged that the real-time status information satisfies at least two of the first preset vehicle status condition, the second preset vehicle status condition and the third preset vehicle status condition, it can be considered to a certain extent that the hydrogen refueling vehicle has met the immediate conditions required for hydrogenation. As for other situations, they can be solved accordingly according to the actual scenario. For example, if only the first preset vehicle status condition and the second preset vehicle status condition are met, the real-time operation mode of the hydrogen refueling vehicle can be switched to the operation mode adapted to the hydrogen refueling station, and then the hydrogen refueling vehicle can be driven to the corresponding hydrogen refueling station. No further details are given here.
[0049] In one embodiment, the step in step S2 is to classify the hydrogenation request information to obtain multiple first expected hydrogenation demands. The method can be but not limited to multiple methods. The specific needs need to be set accordingly according to the actual application scenario. There is no restriction here. The analyzed hydrogenation demand categories can be divided according to major categories, or further divided according to minor categories based on the major category division. The relative degree of the major categories and minor categories here is not limited. For example, the hydrogenation request information sent by the hydrogenation user is: hydrogenation on No. 1 or No. 2 hydrogenation machine, the hydrogen filling amount is 2 kg (the corresponding unit can also be Mpa, etc.) and the hydrogenation cost is as little as possible not exceeding 150 yuan, and the hydrogenation time is kept within Within 10 minutes, and no later than 25 minutes; then according to the major and minor categories of hydrogenation demand, all the first expected hydrogenation demands can be obtained as shown below: determine the corresponding expected hydrogenation method demand according to the hydrogenation method, that is, hydrogenation on No. 1 or No. 2 hydrogenation machine; determine the corresponding expected hydrogenation target demand according to the hydrogenation target, that is, the hydrogen filling volume is 2 kilograms and the hydrogenation cost does not exceed 150 yuan, and further divide it according to minor categories, then the corresponding expected hydrogenation cost demand is: the hydrogenation cost does not exceed 150 yuan, the expected hydrogenation weight demand is: the hydrogen filling volume is 2 kilograms, and so on, you can divide all the first expected hydrogenation demands corresponding to the hydrogenation request information.
[0050] It should be noted that, according to the hydrogen energy conditions in different regions, the adaptation of hydrogen stations to the first expected hydrogen refueling demand may vary, but this does not affect the specific implementation of the hydrogen refueling strategy recommendation method of the embodiment of the present invention. In other words, it is necessary to conduct a specific analysis of the adaptation of the first expected hydrogen refueling demand according to the specific scenario. For example, the unit price of hydrogen refueling may be different in different regions or even different hydrogen refueling stations. In this case, there may be different adaptation situations for the hydrogen refueling amount and hydrogen refueling cost required by the user. Taking the hydrogen refueling amount of 2 kg and the hydrogen refueling cost not exceeding 150 yuan as an example, if the hydrogen refueling price of the hydrogen refueling station in place A is 80 yuan / kg, and the hydrogen refueling price of the hydrogen refueling station in place B is 60 yuan / kg, then it is obvious that the hydrogen refueling station in place A cannot simultaneously meet the user's above two first expected hydrogen refueling demands, while the hydrogen refueling station in place B can simultaneously meet the user's above two first expected hydrogen refueling demands.
[0051] In one embodiment, the step in step S4 generates corresponding hydrogenation demand recommendation information according to the second expected hydrogenation demand. There may be multiple specific ways to send the hydrogenation demand recommendation information to the hydrogenation user, which are not limited here. For example, when the first expected hydrogenation demand is: using any hydrogenation gun on hydrogenation machine No. 1 for hydrogenation, but hydrogenation machine No. 1 is already fully occupied or reserved, resulting in the inability to meet the first expected hydrogenation demand. At this time, the revised second expected hydrogenation demand is: using hydrogenation gun No. 1 on hydrogenation machine No. 3 for hydrogenation. Then the generated and sent hydrogenation demand recommendation information corresponds to: hydrogenation machine No. 3-hydrogenation gun No. 1, and so on. Other hydrogenation demand recommendation information can be set in a similar manner.
[0052] like Figure 2 As shown, in one embodiment of the present invention, the steps in step S3, determining the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand according to the first expected hydrogenation demand and the operating status information of the hydrogenation station, may include but is not limited to the following steps:
[0053] Step S31: according to the predetermined hydrogenation demand category corresponding to the first expected hydrogenation demand, a differentiated value is assigned to the first expected hydrogenation demand, so as to obtain a first differentiated parameter corresponding to the first expected hydrogenation demand;
[0054] Step S32: determining all real-time hydrogenation demands that the hydrogenation station can currently adapt to according to the operating status information of the hydrogenation station; for each real-time hydrogenation demand, assigning a differentiated value to the real-time hydrogenation demand according to the hydrogenation demand category corresponding to the real-time hydrogenation demand, thereby obtaining a second differentiated parameter corresponding to the real-time hydrogenation demand;
[0055] Step S33, respectively calculating the difference between each second differentiation parameter and the first differentiation parameter; when the difference between the second differentiation parameter and the first differentiation parameter is within the preset differentiation threshold range, retaining the real-time hydrogenation demand corresponding to the second differentiation parameter as an alternative hydrogenation demand, otherwise screening out the real-time hydrogenation demand corresponding to the second differentiation parameter;
[0056] Step S34: for each alternative hydrogenation demand, the first differentiation parameter corresponding to the first expected hydrogenation demand and the second differentiation parameter corresponding to the alternative hydrogenation demand are substituted into the allocation degree calculation formula, so as to obtain the allocation ratio value corresponding to the alternative hydrogenation demand;
[0057] Step S35: According to the allocation ratio values corresponding to the various alternative hydrogenation demands, one of the alternative hydrogenation demands is determined from all the alternative hydrogenation demands as the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand.
[0058] In this step, a first differentiated parameter corresponding to the first expected hydrogenation demand can be obtained by performing differentiated assignment on the first expected hydrogenation demand, and at the same time, all real-time hydrogenation demands that the hydrogenation station can currently adapt are determined based on the operating status information of the hydrogenation station. Similarly, the real-time hydrogenation demands are differentiated and assigned to obtain a second differentiated parameter corresponding to the real-time hydrogenation demand. In order to better determine which real-time hydrogenation demands are similar to the first expected hydrogenation demand, by comparing whether the difference between the second differentiated parameter and the first differentiated parameter is within the preset differentiated threshold range, the real-time hydrogenation demands that meet the requirements are screened out as alternative hydrogenation demands, and then the similarity is calculated for each alternative hydrogenation demand by obtaining the allocation ratio value. Finally, the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand is selected from all the alternative hydrogenation demands according to the allocation ratio value corresponding to each alternative hydrogenation demand. It can be seen that such a processing method can reduce the difficulty of finding the second expected hydrogenation demand as much as possible, improve the matching accuracy of the second expected hydrogenation demand, ensure that the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand can be found, and reduce the calculation error.
[0059] It should be noted that the specific parameters of the preset differentiation threshold range can be set accordingly according to the actual application scenario and are not limited here; the allocation ratio value is mainly used to reflect the weight ratio of a specific hydrogenation demand among all hydrogenation demands similar to the first expected hydrogenation demand.
[0060] In one embodiment, the allocation degree calculation formula may be, but is not limited to, as follows:
[0061] ;
[0062] in, is the allocation ratio corresponding to the alternative hydrogenation demand, is a first differentiation parameter corresponding to a first expected hydrogenation demand, is a second differentiation parameter corresponding to an alternative hydrogenation requirement, Assign a scale factor to a preset, ,in, The actual value of can be set by those skilled in the art according to specific application scenarios and is not limited here.
[0063] like Figure 3 As shown, in one embodiment of the present invention, step S35 may include but is not limited to the following steps:
[0064] Step S351, arrange the alternative hydrogenation demands in descending order according to the allocation ratio values corresponding to the alternative hydrogenation demands; from all arranged alternative hydrogenation demands, determine the alternative hydrogenation demand with the largest corresponding allocation ratio value as the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand.
[0065] It can be seen that by selecting the alternative hydrogenation demand with the largest corresponding allocation ratio value as the second expected hydrogenation demand most similar to the first expected hydrogenation demand, that is, equivalent to taking the alternative hydrogenation demand with the largest similar weight ratio as the second expected hydrogenation demand most similar to the first expected hydrogenation demand, the error is relatively smaller. For example, the first expected hydrogenation demand corresponding to the hydrogenation user is: using hydrogenation machine No. 1 for hydrogenation, with an expected cost of 100 yuan, but in the actual hydrogenation station, hydrogenation machine No. 1 is occupied or suspended due to other reasons. Then, through the above analysis method, hydrogenation machine No. 3, which is most similar to hydrogenation machine No. 1, is found. The minimum cost of hydrogenation machine No. 3 is 120 yuan. Therefore, it can be determined that the corresponding second expected hydrogenation demand at this time is: using hydrogenation machine No. 3 for hydrogenation, with an expected cost of at least 120 yuan.
[0066] like Figure 4 As shown, in one embodiment of the present invention, step S4 may also include but is not limited to the following steps:
[0067] Step S41: when the second hydrogenation feedback information is not received or the third hydrogenation feedback information sent by the hydrogenation user after confirming that the hydrogenation demand recommendation information has not passed the verification is received, the average value of the allocation ratio values corresponding to all the alternative hydrogenation demands is calculated to obtain the mean parameter;
[0068] Step S42: taking at least one candidate hydrogenation demand whose corresponding allocation ratio value is closest to the mean parameter as the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand.
[0069] In this step, if the second hydrogenation feedback information is not received or the third hydrogenation feedback information sent by the hydrogenation user when the hydrogenation demand recommendation information is confirmed to have failed the verification is received, it means that the hydrogenation user has no time to confirm the hydrogenation demand recommendation information or the hydrogenation demand recommendation information is confirmed to have failed the verification. In either case, it is necessary to make a new recommendation. Specifically, a mean parameter is obtained by calculating the average value of the allocation ratio values corresponding to all alternative hydrogenation demands. The mean parameter can reflect the average similarity between the alternative hydrogenation demand and the first expected hydrogenation demand. Then, at least one alternative hydrogenation demand whose corresponding allocation ratio value is closest to the mean parameter is used as the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand. This can provide the hydrogenation user with another optional hydrogenation recommendation method, enriching the choices of the hydrogenation user. For example Still taking the above embodiment as an example, if the second expected hydrogenation demand is: using hydrogenation machine No. 3 for hydrogenation, the expected cost is at least 120 yuan, but the hydrogenation user is not satisfied with the relevant hydrogenation demand recommendation information, then the recommendation is made again in the manner of this embodiment. This time the second expected hydrogenation demand is: using hydrogenation machine No. 5 for hydrogenation, the expected cost is 80 yuan. It should be pointed out that the performance similarity between hydrogenation machine No. 5 and hydrogenation machine No. 1 is not as good as the performance similarity between hydrogenation machine No. 3 and hydrogenation machine No. 1, but the expected cost meets the requirements of the hydrogenation user. Obviously, this reflects that different hydrogenation demand recommendation information has certain differences. In other words, the hydrogenation demand recommendation information determined in step S42 still needs to be selected by the hydrogenation user according to the actual situation, and does not mean that the hydrogenation user must accept the hydrogenation demand recommendation information determined in step S42.
[0070] It should be noted that there may be many specific situations in which the corresponding allocation ratio value is closest to the mean parameter, for example, it may include an allocation ratio value that is closest to the mean parameter and greater than the mean parameter, or it may include an allocation ratio value that is closest to the mean parameter and less than the mean parameter, etc., which is not limited here.
[0071] like Figure 5 As shown, in one embodiment of the present invention, step S1 may also include but is not limited to the following steps:
[0072] Step S11: When the first judgment result indicates that the real-time status information of the hydrogen refueling vehicle does not meet the preset vehicle status requirement, difference comparison information is generated according to the difference between the real-time status information of the hydrogen refueling vehicle and the first preset vehicle status condition, the second preset vehicle status condition and the third preset vehicle status condition, and the difference comparison information is sent to the hydrogen refueling user.
[0073] It can be seen that when the first judgment result indicates that the real-time status information of the hydrogen refueling vehicle does not meet the preset vehicle status requirements, it means that the hydrogen refueling vehicle is not suitable for hydrogenation in the hydrogen refueling station at this time. In this case, the difference between the real-time status information of the hydrogen refueling vehicle and the first preset vehicle status condition, the second preset vehicle status condition and the third preset vehicle status condition is found, that is, the relative defects of the real-time status information of the hydrogen refueling vehicle are observed, so as to generate difference comparison information and send it to the hydrogenation user; after the hydrogenation user receives the difference comparison information, the hydrogenation user can promptly know the situation and specific reasons why the hydrogenation vehicle cannot be hydrogenated at this time. If the hydrogenation user still wants to hydrogenate, the real-time status information of the hydrogenation vehicle can be adjusted according to the difference comparison information, so that the real-time status information of the hydrogenation vehicle can meet the preset vehicle status requirements. Even if the hydrogenation user no longer chooses to hydrogenate, the real-time status of the hydrogenation vehicle can still be promptly and effectively informed to the hydrogenation user, which can also improve the hydrogenation experience of the hydrogenation user.
[0074] Figure 6 FIG. 1 is a schematic diagram of the structure of an electronic device 1000 provided by an embodiment of the present invention. Figure 6 As shown, the electronic device 1000 includes a memory 1100 and a processor 1200. The number of the memory 1100 and the processor 1200 may be one or more. Figure 6 In the embodiment, a memory 1100 and a processor 1200 are taken as an example; the memory 1100 and the processor 1200 in the device may be connected via a bus or other means. Figure 6 The example of connecting through bus is taken in the following.
[0075] The memory 1100 is a computer-readable storage medium that can be used to store software programs, computer executable programs and modules, such as program instructions / modules corresponding to the method for recommending a hydrogenation strategy based on remote human-computer interaction provided in any embodiment of the present invention. The processor 1200 implements the method for recommending a hydrogenation strategy based on remote human-computer interaction by running the software programs, instructions and modules stored in the memory 1100.
[0076] The memory 1100 may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system and an application required for at least one function. In addition, the memory 1100 may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one disk storage device, a flash memory device, or other non-volatile solid-state storage device. In some instances, the memory 1100 may further include a memory remotely arranged relative to the processor 1200, and these remote memories may be connected to the device via a network. Examples of the above-mentioned network include, but are not limited to, the Internet, an intranet, a local area network, a mobile communication network, and combinations thereof.
[0077] An embodiment of the present invention further provides a computer-readable storage medium storing computer-executable instructions for executing the method for recommending a hydrogenation strategy based on remote human-computer interaction as provided in any embodiment of the present invention.
[0078] An embodiment of the present invention further provides a computer program product, including a computer program or computer instructions, wherein the computer program or computer instructions are stored in a computer-readable storage medium, a processor of a computer device reads the computer program or computer instructions from the computer-readable storage medium, and the processor executes the computer program or computer instructions, so that the computer device executes the hydrogenation strategy recommendation method based on remote human-computer interaction as provided in any embodiment of the present invention.
[0079] Those skilled in the art will appreciate that all or some of the steps in the methods disclosed above, and the functional modules / units in the systems and devices may be implemented as software, firmware, hardware, or a suitable combination thereof.
[0080] In hardware implementation, the division between the functional modules / units mentioned in the above description does not necessarily correspond to the division of physical components; for example, a physical component may have multiple functions, or a function or step may be performed by several physical components in cooperation. Some or all physical components may be implemented as software executed by a processor, such as a central processing unit, a digital signal processor, or a microprocessor, or implemented as hardware, or implemented as an integrated circuit, such as an application-specific integrated circuit. Such software may be distributed on a computer-readable medium, which may include a computer storage medium (or non-transitory medium) and a communication medium (or transient medium). As is well known to those of ordinary skill in the art, the term computer storage medium includes volatile and non-volatile, removable and non-removable media implemented in any method or technology for storing information (such as computer-readable instructions, data structures, program modules, or other data). Computer storage media include, but are not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disk (DVD) or other optical disk storage, magnetic cassettes, magnetic tapes, disk storage or other magnetic storage devices, or any other medium that can be used to store desired information and can be accessed by a computer. Furthermore, it is well known to those skilled in the art that communication media typically embodies computer readable instructions, data structures, program modules, or other data in a modulated data signal such as a carrier wave or other transport mechanism, and may include any information delivery media.
[0081] The terms "component", "module", "system", etc. used in this specification are used to represent computer-related entities, hardware, firmware, a combination of hardware and software, software, or software in execution. For example, a component can be, but is not limited to, a process running on a processor, a processor, an object, an executable file, an execution thread, a program, or a computer. By way of illustration, both applications running on a computing device and a computing device can be components. One or more components may reside in a process or an execution thread, and a component may be located on a computer or distributed between two or more computers. In addition, these components may be executed from various computer-readable media having various data structures stored thereon. Components may communicate, for example, through local or remote processes based on signals having one or more data packets (e.g., data from two components interacting with another component between a local system, a distributed system, or a network, such as the Internet interacting with other systems through signals).
Claims
1. A hydrogenation strategy recommendation method based on remote human-computer interaction, characterized in that: The steps include: Step S1: when receiving the real-time status information of the hydrogen refueling vehicle sent by the hydrogen refueling user, judging whether the real-time status information of the hydrogen refueling vehicle meets the preset vehicle status requirement, thereby obtaining a first judgment result; when the first judgment result indicates that the real-time status information of the hydrogen refueling vehicle meets the preset vehicle status requirement, generating first hydrogen refueling feedback information according to the first judgment result, and sending the first hydrogen refueling feedback information to the hydrogen refueling user, wherein the first hydrogen refueling feedback information indicates that the hydrogen refueling vehicle is suitable for hydrogenation at the hydrogen refueling station; Step S2: upon receiving the hydrogenation request information sent by the hydrogenation user according to the first hydrogenation feedback information, obtaining the operation status information of the hydrogenation station, and classifying the hydrogenation request information, thereby obtaining a plurality of first expected hydrogenation demands, wherein different first expected hydrogenation demands correspond to different hydrogenation demand classes; Step S3: for each first expected hydrogenation demand, determine whether the hydrogenation station is adapted to the first expected hydrogenation demand according to the operating status information of the hydrogenation station, thereby obtaining a second judgment result; when the second judgment result indicates that the hydrogenation station is adapted to the first expected hydrogenation demand, generate a first adaptation confirmation message, and send the first adaptation confirmation message to the hydrogenation station; otherwise, when the second judgment result indicates that the hydrogenation station is not adapted to the first expected hydrogenation demand, determine the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand according to the first expected hydrogenation demand and the operating status information of the hydrogenation station, and execute step S4; Step S4: for each second expected hydrogenation demand, generate corresponding hydrogenation demand recommendation information according to the second expected hydrogenation demand, and send the hydrogenation demand recommendation information to the hydrogenation user; upon receiving the second hydrogenation feedback information sent by the hydrogenation user after confirming that the hydrogenation demand recommendation information has passed the verification, generate a second adaptation confirmation information, and send the second adaptation confirmation information to the hydrogenation station; Step S5: upon receiving the target hydrogenation strategy generated and sent by the hydrogenation station according to the hydrogenation adaptation information, sending the target hydrogenation strategy to the hydrogenation user, wherein the hydrogenation adaptation information includes at least one first adaptation confirmation information or one second adaptation confirmation information; The step in step S3, wherein determining the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand based on the first expected hydrogenation demand and the operating status information of the hydrogenation station, comprises the following steps: Step S31: according to the predetermined hydrogenation demand category corresponding to the first expected hydrogenation demand, a differentiated value is assigned to the first expected hydrogenation demand, so as to obtain a first differentiated parameter corresponding to the first expected hydrogenation demand; Step S32: determining all real-time hydrogenation demands that the hydrogenation station can currently adapt to according to the operating status information of the hydrogenation station; for each real-time hydrogenation demand, assigning a differentiated value to the real-time hydrogenation demand according to the hydrogenation demand category corresponding to the real-time hydrogenation demand, thereby obtaining a second differentiated parameter corresponding to the real-time hydrogenation demand; Step S33, respectively calculating the difference between each second differentiation parameter and the first differentiation parameter; when the difference between the second differentiation parameter and the first differentiation parameter is within the preset differentiation threshold range, retaining the real-time hydrogenation demand corresponding to the second differentiation parameter as an alternative hydrogenation demand, otherwise screening out the real-time hydrogenation demand corresponding to the second differentiation parameter; Step S34: for each alternative hydrogenation demand, the first differentiation parameter corresponding to the first expected hydrogenation demand and the second differentiation parameter corresponding to the alternative hydrogenation demand are substituted into the allocation degree calculation formula, so as to obtain the allocation ratio value corresponding to the alternative hydrogenation demand; Step S35: according to the allocation ratio values corresponding to the alternative hydrogenation demands, determine one of the alternative hydrogenation demands from all the alternative hydrogenation demands as the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand; The calculation formula of the distribution degree is as follows: Among them, S is the allocation ratio value corresponding to the alternative hydrogenation demand, Q1 is the first differentiation parameter corresponding to the first expected hydrogenation demand, Q2 is the second differentiation parameter corresponding to the alternative hydrogenation demand, α is the preset allocation ratio factor, 0<α<1.
2. The method for recommending hydrogenation strategies based on remote human-computer interaction according to claim 1, characterized in that: Step S35 includes the following steps: Step S351, arrange the alternative hydrogenation demands in descending order according to the allocation ratio values corresponding to the alternative hydrogenation demands; from all arranged alternative hydrogenation demands, determine the alternative hydrogenation demand with the largest corresponding allocation ratio value as the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand.
3. The method for recommending hydrogenation strategies based on remote human-computer interaction according to claim 1, characterized in that: Step S4 also includes the following steps: Step S41: when the second hydrogenation feedback information is not received or the third hydrogenation feedback information sent by the hydrogenation user after confirming that the hydrogenation demand recommendation information has not passed the verification is received, the average value of the allocation ratio values corresponding to all the alternative hydrogenation demands is calculated to obtain the mean parameter; Step S42: taking at least one candidate hydrogenation demand whose corresponding allocation ratio value is closest to the mean parameter as the second expected hydrogenation demand that is most similar to the first expected hydrogenation demand.
4. The method for recommending hydrogenation strategies based on remote human-computer interaction according to claim 1, characterized in that: The real-time status information of the hydrogenation vehicle in step S1 includes the real-time position coordinate parameters of the hydrogenation vehicle, the maximum stay time of the hydrogenation vehicle in the hydrogenation station, and the real-time operation mode of the hydrogenation vehicle. The preset vehicle status requirement in step S1 includes a first preset vehicle status condition, a second preset vehicle status condition, and a third preset vehicle status condition, wherein the first preset vehicle status condition is that the real-time distance between the hydrogenation vehicle and the hydrogenation station is less than or equal to the preset distance threshold, the second preset vehicle status condition is that the maximum stay time of the hydrogenation vehicle in the hydrogenation station is greater than or equal to the preset time threshold, and the third preset vehicle status condition is that the hydrogenation station supports the real-time operation mode of the hydrogenation vehicle; when the real-time status information of the hydrogenation vehicle satisfies at least two of the first preset vehicle status condition, the second preset vehicle status condition, and the third preset vehicle status condition, the first judgment result indicates that the real-time status information of the hydrogenation vehicle satisfies the preset vehicle status requirement.
5. The method for recommending hydrogenation strategies based on remote human-computer interaction according to claim 4, characterized in that: Step S1 also includes the following steps: Step S11: When the first judgment result indicates that the real-time status information of the hydrogen refueling vehicle does not meet the preset vehicle status requirement, difference comparison information is generated according to the difference between the real-time status information of the hydrogen refueling vehicle and the first preset vehicle status condition, the second preset vehicle status condition and the third preset vehicle status condition, and the difference comparison information is sent to the hydrogen refueling user.
6. An electronic device, characterized in that: include: at least one processor; at least one memory for storing at least one program; When at least one of the programs is executed by at least one of the processors, the method for recommending a hydrogenation strategy based on remote human-computer interaction as described in any one of claims 1 to 5 is implemented.
7. A computer-readable storage medium, characterized in that: A program executable by a processor is stored therein, and when the program executable by the processor is executed by the processor, it is used to implement the method for recommending hydrogenation strategies based on remote human-computer interaction as described in any one of claims 1 to 5.
Citation Information
Patent Citations
Hydrogen refueling station recommendation method based on intelligent network connection and network connection platform
CN117874364A