Push method and device for improving enthusiasm of user to participate in primary frequency modulation
By calculating the user's profits and pushing relevant information, the problem of users' unclear about the cost and benefits of participating in the frequency regulation is solved, and the user's enthusiasm for participation is increased.
Patent Information
- Application Number
- CN202411119960.X
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-08-13
- Publication Date
- 2024-12-13
AI Technical Summary
Users are not clear about the cost and benefits of participating in a frequency regulation, which leads to a low enthusiasm for participating in a frequency regulation.
By obtaining travel electricity consumption, target subsidy costs and loss reduction, the user's profit is calculated. If the profit is greater than or equal to the threshold, relevant information is generated and pushed to increase the user's enthusiasm for participating in frequency regulation at one time.
It improves users' awareness of profits in participating in frequency regulation once and enhances users' enthusiasm for participation.
Smart Images

Figure CN119130541A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of primary frequency modulation technology, and in particular to a push method and device for improving user enthusiasm for participating in primary frequency modulation, a computer-readable storage medium and a power system. Background Art
[0002] With the construction of the Internet of Vehicles with interconnected charging facilities and the corresponding operation and maintenance service network platform, as well as the investment of electric vehicle operators in services, electric vehicles have entered a period of steady growth, which means that in the future more and more electric vehicles will be connected to the power grid and interact with the power grid. On the one hand, electric vehicles are a flexible power load that will obtain electricity from the power grid at different times and places. On the other hand, they are also a distributed and mobile energy storage resource. Since most electric vehicles spend a lot of time parked at their residences during the day, they have great potential to participate in the primary frequency regulation of the power system through vehicle-grid interaction technology.
[0003] However, currently, since participating in a frequency modulation will change the user's original travel plan, causing inconvenience to electric vehicle users, and users are not clear about the benefits of participating in a frequency modulation, users are less enthusiastic about participating in a frequency modulation. Summary of the invention
[0004] The main purpose of the present application is to provide a push method and device, a computer-readable storage medium and a power system for improving the enthusiasm of users to participate in primary frequency modulation, so as to at least solve the problem in the prior art that users do not understand the costs and benefits of participating in primary frequency modulation, resulting in low enthusiasm of users to participate in primary frequency modulation.
[0005] In order to achieve the above-mentioned purpose, according to one aspect of the present application, a push method for improving the enthusiasm of users to participate in primary frequency modulation is provided, including: obtaining travel electricity consumption, target subsidy cost and loss reduction, the travel electricity consumption is the estimated electricity consumption of the user's daily travel by electric vehicle, the target subsidy cost is the subsidy of the aggregator to the user for participating in the primary frequency modulation, and the loss reduction amount is the loss of the vehicle battery that is expected to be reduced by the user by participating in the primary frequency modulation by other travel modes; calculating a first cost increment and a first profit increment based on the travel electricity consumption, calculating the user's profit based on the target subsidy cost, the first profit increment, the loss reduction amount and the first cost increment, and obtaining a first target profit, the first cost increment is the travel cost that is expected to be increased by the user by participating in the primary frequency modulation by other travel modes, and the first profit increment is the first target profit. The profit increment is the estimated reduction in charging costs by the user through participating in a frequency modulation by adopting other travel modes; the second cost increment and the second profit increment are calculated based on the travel electricity consumption, and the user's profit is calculated based on the target subsidy fee, the second cost increment and the second profit increment to obtain the second target profit, the second cost increment is the estimated increase in travel costs by the user through traveling by an electric vehicle and participating in a frequency modulation by adjusting the charging time, and the second profit increment is the estimated reduction in charging costs by the user through traveling by an electric vehicle and participating in a frequency modulation by adjusting the charging time; when the first target profit or the second target profit is greater than or equal to the first threshold, target push information is generated at least based on the first target profit and the corresponding travel mode or based on the second target profit and the corresponding travel mode and pushed to the user.
[0006] Optionally, calculating the first cost increment and the first profit increment according to the travel power consumption includes: substituting the travel power consumption into D q (i) = a i [W c (i)] 2 +b i W c (i) Calculate the first incremental cost, where D q (i) is the first cost increment, a i and b i is the fitting coefficient, W c (i) is the travel power consumption, i is user i; substitute the travel power consumption into Calculate the first profit increment, where ΔD c (i) is the first profit increment, C chg (λ(j)) is the charging service price in time period j.
[0007] Optionally, calculating the user's profit according to the target subsidy fee, the first profit increment, the loss reduction amount and the first cost increment to obtain a first target profit includes: substituting the target subsidy fee, the first profit increment, the loss reduction amount and the first cost increment into ΔD ag (i) = D b (i)+ΔD c (i)+D bat (i)-D q (i) Calculate the first target profit, where ΔD ag (i) is the first target profit, D b (i) is the target subsidy cost, D bat (i) is the loss reduction, ΔD c (i) is the first profit increment, D q (i) is the first cost increment.
[0008] Optionally, calculating the second cost increment and the second profit increment according to the travel power consumption includes: substituting the travel power consumption into D p (i) = β ct {a i [W c (i)] 2 +b i W c (i)} Calculate the second cost increment, where D p (i) is the second cost increment, β ct is the preset coefficient, a i and b i is the fitting coefficient, W c (i) is the travel power consumption, i is user i; substitute the travel power consumption into ΔD d (i) = D c (i)-D c '(i) Calculate the second profit increment, where ΔD d (i) is the second profit increment, D' c (i) adjusting the charging cost before the charging time for the user, D c (i) The charging fee after adjusting the charging time for the user.
[0009] Optionally, calculating the user's profit according to the target subsidy fee, the second cost increment and the second profit increment to obtain a second target profit includes: substituting the target subsidy fee, the second cost increment and the second profit increment into ΔD bg (i) = D b (i)+ΔD d (i)-Dp (i) Calculate the second target profit, where ΔD bg (i) is the second target profit, D b (i) is the target subsidy cost, ΔD d (i) is the second profit increment, D q (i) is the first cost increment, D p (i) is the second cost increment.
[0010] Optionally, obtaining the loss reduction includes: obtaining a battery purchase cost and a battery cycle life, wherein the battery purchase cost is the cost of purchasing the vehicle battery, and the battery cycle life is the maximum number of charging and discharging cycles during the life cycle of the vehicle battery; and calculating the ratio of the battery purchase cost to the battery cycle life to obtain the loss reduction.
[0011] Optionally, obtaining the travel power consumption includes: obtaining a target power and a target duration, wherein the target power is the rated charging power of the vehicle battery, and the target duration is the estimated charging duration of the electric vehicle for daily travel; substituting the target power and the target duration into Calculate the travel power consumption, where P0 is the target power, T(i,λ(j)) is the charging time of user i in time period j, nf is the total number of time periods, W c (i) is the travel electricity consumption, and i is user i.
[0012] According to another aspect of the present application, a push device for increasing the enthusiasm of users to participate in primary frequency modulation is provided, and the device includes: an acquisition unit, used to acquire travel electricity consumption, a target subsidy fee and a loss reduction amount, the travel electricity consumption is the estimated electricity consumption of the user's daily travel by an electric vehicle, the target subsidy fee is the subsidy of the aggregator to the user for participating in the primary frequency modulation, and the loss reduction amount is the loss of the vehicle battery that is expected to be reduced by the user participating in the primary frequency modulation by adopting other travel modes; a first calculation unit, used to calculate a first cost increment and a first profit increment based on the travel electricity consumption, calculate the user's profit based on the target subsidy fee, the first profit increment, the loss reduction amount and the first cost increment, and obtain a first target profit, the first cost increment is the travel cost that is expected to increase by the user participating in the primary frequency modulation by adopting other travel modes, and the first profit increment The estimated reduction in charging costs for the user by participating in a frequency modulation by adopting other travel modes; a second calculation unit, used to calculate a second cost increment and a second profit increment according to the travel electricity consumption, and calculate the user's profit according to the target subsidy fee, the second cost increment and the second profit increment to obtain a second target profit, the second cost increment is the estimated increase in travel cost for the user by adopting an electric vehicle and participating in a frequency modulation by adjusting the charging time, and the second profit increment is the estimated reduction in charging costs for the user by adopting an electric vehicle and participating in a frequency modulation by adjusting the charging time; a sending unit, used to generate target push information and push it to the user at least according to the first target profit and the corresponding travel mode or according to the second target profit and the corresponding travel mode when the first target profit or the second target profit is greater than or equal to a first threshold.
[0013] According to another aspect of the present application, a computer-readable storage medium is provided, wherein the computer-readable storage medium includes a stored program, wherein when the program is executed, the device where the computer-readable storage medium is located is controlled to execute any one of the methods described.
[0014] According to another aspect of the present application, there is provided a power system, comprising: one or more processors, a memory, and one or more programs, wherein the one or more programs are stored in the memory and are configured to be executed by the one or more processors, and the one or more programs include methods for executing any one of the described methods.
[0015] Applying the technical solution of the present application, in the above-mentioned push method for improving the enthusiasm of users to participate in primary frequency modulation, first, the travel electricity consumption, target subsidy cost and loss reduction amount are obtained, the above-mentioned travel electricity consumption is the estimated electricity consumption of the user's daily travel by electric vehicle, the above-mentioned target subsidy cost is the subsidy of the aggregator to the above-mentioned user for participating in primary frequency modulation, and the above-mentioned loss reduction amount is the loss of the vehicle battery that is expected to be reduced by the above-mentioned user by participating in primary frequency modulation by adopting other travel modes; then, the first cost increment and the first profit increment are calculated based on the above-mentioned travel electricity consumption, and the profit of the above-mentioned user is calculated based on the above-mentioned target subsidy cost, the above-mentioned first profit increment, the above-mentioned loss reduction amount and the above-mentioned first cost increment to obtain the first target profit, the above-mentioned first cost increment is the travel cost that is expected to be increased by the above-mentioned user by participating in primary frequency modulation by adopting other travel modes, and the above-mentioned first profit increment is the above-mentioned usage. The user is expected to reduce the charging cost by participating in a frequency modulation by adopting other travel modes; then, the second cost increment and the second profit increment are calculated according to the above travel electricity consumption, and the profit of the above user is calculated according to the above target subsidy fee, the above second cost increment and the above second profit increment, and the second target profit is obtained. The above second cost increment is the travel cost expected to increase when the above user adopts an electric vehicle and participates in a frequency modulation by adjusting the charging time, and the above second profit increment is the charging cost expected to be reduced when the above user adopts an electric vehicle and participates in a frequency modulation by adjusting the charging time; finally, when the above first target profit or the above second target profit is greater than or equal to the first threshold, at least according to the above first target profit and the corresponding travel mode or according to the above second target profit and the corresponding travel mode, the target push information is generated and pushed to the above user. This application considers different ways for users to participate in a frequency modulation, calculates the profit of users participating in a frequency modulation respectively, and pushes the relevant information of a frequency modulation to the user when any one of the participating ways brings the profit to the user greater than the preset value, so as to improve the user's enthusiasm for participating in a frequency modulation. This method solves the problem that users do not understand the cost and benefits of participating in a frequency modulation in the prior art, resulting in low enthusiasm for participating in a frequency modulation. BRIEF DESCRIPTION OF THE DRAWINGS
[0016] Figure 1 A hardware structure block diagram of a mobile terminal according to a push method for improving user enthusiasm for participating in a frequency modulation provided in an embodiment of the present application is shown;
[0017] Figure 2 A schematic diagram showing a flow chart of a push method for improving user enthusiasm for participating in a frequency modulation according to an embodiment of the present application is shown;
[0018] Figure 3 A structural block diagram of a push device for improving user enthusiasm for participating in a frequency modulation according to an embodiment of the present application is shown.
[0019] The above drawings include the following reference numerals:
[0020] 102, processor; 104, memory; 106, transmission device; 108, input and output devices. DETAILED DESCRIPTION
[0021] It should be noted that, in the absence of conflict, the embodiments and features in the embodiments of the present application can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and in combination with the embodiments.
[0022] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present application.
[0023] It should be noted that the terms "first", "second", etc. in the specification and claims of the present application and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequential order. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present application described here. In addition, the terms "including" and "having" and any of their variations are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device comprising a series of steps or units is not necessarily limited to those steps or units clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.
[0024] As introduced in the background technology, in the prior art, participating in a frequency modulation will change the user's original travel plan, causing inconvenience to electric vehicle users, and the user is not clear about the benefits of participating in the frequency modulation, which makes the user less enthusiastic about participating in the frequency modulation. In order to solve the problem in the prior art that users do not understand the costs and benefits of participating in the frequency modulation, resulting in less enthusiasm for participating in the frequency modulation, the embodiments of the present application provide a push method and device, a computer-readable storage medium and a power system for improving the user's enthusiasm for participating in the frequency modulation.
[0025] The technical solutions in the embodiments of the present invention will be described clearly and completely below in conjunction with the accompanying drawings in the embodiments of the present invention.
[0026] The method embodiments provided in the embodiments of the present application can be executed in a mobile terminal, a computer terminal or a similar computing device. Taking running on a mobile terminal as an example, Figure 11 is a hardware structure block diagram of a mobile terminal for a push method for improving user participation in primary frequency modulation according to an embodiment of the present invention. Figure 1 As shown, the mobile terminal may include one or more ( Figure 1 Only one is shown in the figure) a processor 102 (the processor 102 may include but is not limited to a processing device such as a microprocessor MCU or a programmable logic device FPGA) and a memory 104 for storing data, wherein the mobile terminal may also include a transmission device 106 and an input / output device 108 for communication functions. It can be understood by those skilled in the art that Figure 1 The structure shown is for illustration only and does not limit the structure of the mobile terminal. Figure 1 More or fewer components as shown, or with Figure 1 Different configurations are shown.
[0027] The memory 104 can be used to store computer programs, for example, software programs and modules of application software, such as the computer program corresponding to the display method of device information in the embodiment of the present invention. The processor 102 executes various functional applications and data processing by running the computer program stored in the memory 104, that is, the above method is implemented. The memory 104 may include a high-speed random access memory, and may also include a non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 104 may further include a memory remotely arranged relative to the processor 102, and these remote memories can be connected to the mobile terminal 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 a combination thereof. The transmission device 106 is used to receive or send data via a network. The above-mentioned specific examples of the network may include a wireless network provided by a communication provider of the mobile terminal. In one example, the transmission device 106 includes a network adapter (Network Interface Controller, referred to as NIC), which can be connected to other network devices through a base station so as to communicate with the Internet. In one example, the transmission device 106 may be a radio frequency (RF) module, which is used to communicate with the Internet wirelessly.
[0028] In this embodiment, a push method for increasing the user's enthusiasm for participating in a frequency modulation is provided, which runs on a mobile terminal, a computer terminal or a similar computing device. It should be noted that the steps shown in the flowchart of the accompanying drawings can be executed in a computer system such as a set of computer executable instructions, and although a logical order is shown in the flowchart, in some cases, the steps shown or described can be executed in an order different from that here.
[0029] Figure 2 It is a flowchart of a push method for improving user enthusiasm for participating in a frequency modulation according to an embodiment of the present application.
[0030] like Figure 2 As shown, the method comprises the following steps:
[0031] Step S201, obtaining travel power consumption, target subsidy cost and loss reduction, wherein the travel power consumption is the estimated power consumption of the user's daily travel by electric vehicle, the target subsidy cost is the subsidy provided by the aggregator to the user for participating in a frequency modulation, and the loss reduction is the loss of the vehicle battery that is expected to be reduced by the user participating in a frequency modulation by using other travel modes;
[0032] Specifically, in the present application, it is taken into account that users participate in a frequency modulation to reduce the power consumption during the peak period of the power grid. The methods generally include replacing other modes of travel and adjusting the charging time of electric vehicles, both of which will bring inconvenience to users' travel. Therefore, when considering profits, it is necessary to consider the amount of electricity consumed by users during travel, that is, the above-mentioned travel electricity consumption, and the subsidies provided by aggregators to users, that is, the above-mentioned target subsidy fees, and then determine the reduction in battery loss caused by the user's reduced power consumption, and obtain the above-mentioned loss reduction.
[0033] Step S202, calculating a first cost increment and a first profit increment according to the above-mentioned travel electricity consumption, calculating the profit of the above-mentioned user according to the above-mentioned target subsidy fee, the above-mentioned first profit increment, the above-mentioned loss reduction and the above-mentioned first cost increment, and obtaining a first target profit, wherein the above-mentioned first cost increment is the estimated increase in travel cost of the above-mentioned user by participating in a frequency modulation by adopting other travel modes, and the above-mentioned first profit increment is the estimated reduction in charging cost of the above-mentioned user by participating in a frequency modulation by adopting other travel modes;
[0034] Specifically, when a user changes his travel mode to participate in a frequency modulation, considering that the user does not need to charge the electric car, the reduced charging cost is determined as the above-mentioned first profit increment and as a part of the above-mentioned first target profit, and the corresponding reduced battery loss is determined as another part of the first target profit, the above-mentioned target subsidy fee is determined as the last part of the first target profit, the cost of traveling by other means is determined as a part of the reduction in the above-mentioned first target profit, and the inconvenience caused by the user switching to other travel modes is converted into another part of the reduction in the above-mentioned first target profit through fitting.
[0035] Step S203, calculating a second cost increment and a second profit increment based on the above-mentioned travel electricity consumption, calculating the profit of the above-mentioned user based on the above-mentioned target subsidy fee, the above-mentioned second cost increment and the above-mentioned second profit increment, and obtaining a second target profit, wherein the above-mentioned second cost increment is the estimated increase in travel cost of the above-mentioned user when he / she uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time, and the above-mentioned second profit increment is the estimated reduction in charging cost of the above-mentioned user when he / she uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time;
[0036] Specifically, when a user changes the charging time of an electric vehicle to participate in a frequency modulation, considering that users have different charging times for their electric vehicles and the electricity price is relatively low, the reduced charging cost will be determined as the above-mentioned second profit increment and as a part of the above-mentioned second target profit. The above-mentioned target subsidy fee will be determined as the last part of the first target profit, and the inconvenience caused by the user's change of charging time to travel will be converted into a reduction in the above-mentioned first target profit through fitting.
[0037] Step S204, when the above-mentioned first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, target push information is generated and pushed to the above-mentioned user at least based on the above-mentioned first target profit and the corresponding travel mode or based on the above-mentioned second target profit and the corresponding travel mode.
[0038] Specifically, the user's willingness to participate in a frequency modulation is evaluated through surveys and other means, and it is determined that when the profit is greater than a certain threshold, that is, the above-mentioned first threshold, the user tends to participate in the frequency modulation. Then, when the calculated first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, the relevant information of the frequency modulation is pushed to the user to increase the user's enthusiasm for participating in the frequency modulation.
[0039] Through this embodiment, first, the travel electricity consumption, target subsidy cost and loss reduction amount are obtained, the above-mentioned travel electricity consumption is the estimated electricity consumption of the user's daily travel by electric vehicle, the above-mentioned target subsidy cost is the subsidy of the aggregator to the above-mentioned user for participating in a frequency modulation, and the above-mentioned loss reduction amount is the loss of the vehicle battery that is expected to be reduced by the above-mentioned user by participating in a frequency modulation by other travel modes; then, the first cost increment and the first profit increment are calculated according to the above-mentioned travel electricity consumption, and the profit of the above-mentioned user is calculated according to the above-mentioned target subsidy cost, the above-mentioned first profit increment, the above-mentioned loss reduction amount and the above-mentioned first cost increment to obtain the first target profit, the above-mentioned first cost increment is the travel cost that is expected to be increased by the above-mentioned user by participating in a frequency modulation by other travel modes, and the above-mentioned first profit increment is the The charging cost is expected to be reduced by the frequency modulation; then, the second cost increment and the second profit increment are calculated according to the above-mentioned travel electricity consumption, and the profit of the above-mentioned user is calculated according to the above-mentioned target subsidy fee, the above-mentioned second cost increment and the above-mentioned second profit increment, and the second target profit is obtained. The above-mentioned second cost increment is the travel cost expected to be increased by the above-mentioned user when he uses an electric car to travel and participates in the frequency modulation by adjusting the charging time, and the above-mentioned second profit increment is the charging cost expected to be reduced by the above-mentioned user when he uses an electric car to travel and participates in the frequency modulation by adjusting the charging time; finally, when the above-mentioned first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, at least according to the above-mentioned first target profit and the corresponding travel mode or according to the above-mentioned second target profit and the corresponding travel mode, the target push information is generated and pushed to the above-mentioned user. This application considers different ways for users to participate in a frequency modulation, calculates the profit of users participating in a frequency modulation respectively, and pushes the relevant information of a frequency modulation to the user when any one of the participating ways brings the profit to the user greater than the preset value, so as to improve the user's enthusiasm for participating in a frequency modulation. This method solves the problem in the prior art that users do not understand the cost and benefits of participating in a frequency modulation, resulting in low enthusiasm for participating in a frequency modulation.
[0040] In order to obtain the first cost increment and the first profit increment, in an optional implementation, the step S202 includes:
[0041] Step S2021: Substitute the above travel power consumption into D q (i) = a i [W c (i)] 2 +b i W c (i) calculating the first cost increment mentioned above,
[0042] Among them, D q (i) is the first cost increment mentioned above, a i and b iis the fitting coefficient, W c (i) is the above travel electricity consumption, i is user i;
[0043] Specifically, in general, the utility function of user travel and the power consumption of the user travel are monotonically non-decreasing and convex functions. Therefore, the first cost increment of the user participating in the primary frequency modulation and the power consumption of the user travel are monotonically non-decreasing and concave functions, that is, the opportunity cost of the user increases, and the cost of user i can be represented by a quadratic function, as shown in the above formula. Among them, the fitting coefficient is a constant greater than 0, which is adjusted according to the historical data of user i participating in the primary frequency modulation.
[0044] Step S2022: Substitute the above travel power consumption into Calculate the first profit increment mentioned above,
[0045] Where, ΔD c (i) is the first profit increment mentioned above, C chg (λ(j)) is the charging service price in time period j.
[0046] Specifically, during peak electricity consumption periods, users can participate in primary frequency regulation by reducing load by using other modes of travel. The benefit of reducing electricity consumption is the charging cost of their original planned travel, which is calculated as shown above.
[0047] In order to calculate the first target profit, in an optional implementation, the step S202 further includes:
[0048] Step S2023: Substitute the target subsidy fee, the first profit increment, the loss reduction and the first cost increment into ΔD ag (i) = D b (i)+ΔD c (i)+D bat (i)-D q (i) Calculate the first target profit mentioned above,
[0049] Where, ΔD ag (i) is the first target profit mentioned above, D b (i) Subsidize the above-mentioned target, D bat (i) is the above loss reduction, ΔD c (i) is the first profit increment mentioned above, D q (i) is the first cost increment mentioned above.
[0050] Specifically, the above-mentioned target subsidy fee is taken as user profit, the above-mentioned first profit increment is converted as user profit, the above-mentioned loss reduction amount is taken as user profit and the above-mentioned first cost increment is taken as user expenditure, and the above-mentioned first target profit can be calculated according to the above formula.
[0051] In order to calculate the second cost increment and the second profit increment, in an optional implementation, the step S203 includes:
[0052] Step S2031: Substitute the above travel power consumption into D p (i) = β ct {a i [W c (i)] 2 +b i W c (i)} Calculate the second cost increment mentioned above,
[0053] Among them, D p (i) is the second cost increment mentioned above, β ct is the preset coefficient, a i and b i is the fitting coefficient, W c (i) is the above travel electricity consumption, i is user i;
[0054] Specifically, when a user participates in a frequency modulation by transferring the charging time, the user cost refers to the loss caused by the user changing the charging time. At this time, the impact on the user's travel demand is relatively small. This application determines the scaling factor between the second cost increment and the first cost increment by fitting historical data as β ct , then the second cost increment is as above.
[0055] Step S2032: Substitute the above travel power consumption into ΔD d (i) = D c (i)-D c '(i) Calculate the second profit increment mentioned above,
[0056] Where, ΔD d (i) is the second profit increment mentioned above, D' c (i) The charging cost before adjusting the charging time for the above user, D c (i) The charging cost after adjusting the charging time for the above user.
[0057] Specifically, when a user participates in a frequency modulation by transferring the charging time, the present application stipulates that the charging time before and after the transfer does not interfere with the user's travel electricity consumption. Then the change in the user's expenditure before and after participating in the frequency modulation, that is, the above-mentioned second profit increment is only related to the change in electricity price, and the above-mentioned second profit increment can be calculated according to the above formula.
[0058] In order to calculate the second target profit, in an optional implementation, the step S203 further includes:
[0059] Step S2033: Substitute the target subsidy fee, the second cost increment and the second profit increment into ΔD bg (i) = D b (i)+ΔD d (i)-D p (i) Calculate the above second target profit,
[0060] Where, ΔD bg (i) is the second target profit mentioned above, D b (i) is the target subsidy cost, ΔD d (i) is the second profit increment mentioned above, D q (i) is the first cost increment mentioned above, D p (i) is the second cost increment mentioned above.
[0061] Specifically, when the electricity consumption time is transferred to participate in a frequency modulation, since the total amount of charging remains unchanged, that is, it does not involve changes in battery loss, the above-mentioned target subsidy fee is taken as the user profit, the above-mentioned first profit increment is converted as the user profit and the above-mentioned first cost increment is taken as the user expenditure, and the above-mentioned second target profit can be calculated according to the above formula.
[0062] In order to calculate the above loss reduction, in an optional implementation, the above step S201 includes:
[0063] Step S2011, obtaining the battery purchase cost and battery cycle life, wherein the battery purchase cost is the cost of purchasing the vehicle-mounted battery, and the battery cycle life is the maximum number of charge and discharge cycles within the life cycle of the vehicle-mounted battery;
[0064] Specifically, each charging and discharging cycle will affect the life of the battery. Therefore, this application considers that when the user travels by other means, there is no need to charge or discharge, so the consumption of reducing the battery life is determined as the above loss reduction. Therefore, the battery purchase cost C is obtained bat , and battery cycle life N dis In one embodiment, the value of the battery cycle life is 1000.
[0065] Step S2012, calculating the ratio of the battery purchase cost to the battery cycle life to obtain the loss reduction amount.
[0066] Specifically, the battery purchase cost and the battery cycle life are substituted into That is, the above loss reduction is calculated.
[0067] In order to calculate the above travel power consumption, in an optional implementation, the above step S201 further includes:
[0068] Step S2012, obtaining a target power and a target duration, wherein the target power is the rated charging power of the vehicle-mounted battery, and the target duration is the estimated charging duration of the electric vehicle for daily travel;
[0069] Specifically, based on the user's travel history data, the user's daily charging time is estimated to obtain the above target time, and the rated power is determined according to the battery model to obtain the above target power.
[0070] Step S2013: Substitute the target power and target duration into Calculate the above travel electricity consumption,
[0071] Where P0 is the target power, T(i,λ(j)) is the charging time of user i in time period j, and n f is the total number of time periods, W c (i) is the above travel electricity consumption, and i is user i.
[0072] Specifically, calculations based on the user's entire day's charging time will result in errors, so the present application sets up a method of dividing the daily time periods to determine the length of time the user charges in each time period, that is, to obtain T(i,λ(j)), and then the above travel power consumption can be calculated according to the above formula.
[0073] It should be noted that the steps shown in the flowcharts of the accompanying drawings can be executed in a computer system such as a set of computer executable instructions, and that, although a logical order is shown in the flowcharts, in some cases, the steps shown or described can be executed in an order different from that shown here.
[0074] The embodiment of the present application also provides a push device for improving the enthusiasm of users to participate in a frequency modulation. It should be noted that the push device for improving the enthusiasm of users to participate in a frequency modulation in the embodiment of the present application can be used to execute the push method for improving the enthusiasm of users to participate in a frequency modulation provided by the embodiment of the present application. The device is used to implement the above-mentioned embodiments and preferred implementation modes, and the descriptions that have been made will not be repeated. As used below, the term "module" can implement a combination of software and / or hardware for a predetermined function. Although the device described in the following embodiments is preferably implemented in software, the implementation of hardware, or a combination of software and hardware, is also possible and conceived.
[0075] The following introduces a push device for improving user enthusiasm for participating in primary frequency modulation provided in an embodiment of the present application.
[0076] Figure 3 is a structural block diagram of a push device for improving user enthusiasm for participating in a frequency modulation according to an embodiment of the present application. Figure 3 As shown, the device comprises:
[0077] The acquisition unit 10 is used to acquire the travel power consumption, the target subsidy fee and the loss reduction amount, wherein the travel power consumption is the estimated power consumption of the user's daily travel by electric vehicle, the target subsidy fee is the subsidy provided by the aggregator to the user for participating in the primary frequency modulation, and the loss reduction amount is the loss of the vehicle battery that is expected to be reduced by the user participating in the primary frequency modulation by using other travel modes;
[0078] Specifically, in the present application, it is taken into account that users participate in a frequency modulation to reduce the power consumption during the peak period of the power grid. The methods generally include replacing other modes of travel and adjusting the charging time of electric vehicles, both of which will bring inconvenience to users' travel. Therefore, when considering profits, it is necessary to consider the amount of electricity consumed by users during travel, that is, the above-mentioned travel electricity consumption, and the subsidies provided by aggregators to users, that is, the above-mentioned target subsidy fees, and then determine the reduction in battery loss caused by the user's reduced power consumption, and obtain the above-mentioned loss reduction.
[0079] The first calculation unit 20 is used to calculate a first cost increment and a first profit increment according to the above-mentioned travel electricity consumption, and calculate the profit of the above-mentioned user according to the above-mentioned target subsidy fee, the above-mentioned first profit increment, the above-mentioned loss reduction and the above-mentioned first cost increment to obtain a first target profit, wherein the above-mentioned first cost increment is the travel cost that is expected to be increased by the above-mentioned user through participating in a frequency regulation by adopting other travel modes, and the above-mentioned first profit increment is the charging cost that is expected to be reduced by the above-mentioned user through participating in a frequency regulation by adopting other travel modes;
[0080] Specifically, when a user changes his travel mode to participate in a frequency modulation, considering that the user does not need to charge the electric car, the reduced charging cost is determined as the above-mentioned first profit increment and as a part of the above-mentioned first target profit, and the corresponding reduced battery loss is determined as another part of the first target profit, the above-mentioned target subsidy fee is determined as the last part of the first target profit, the cost of traveling by other means is determined as a part of the reduction in the above-mentioned first target profit, and the inconvenience caused by the user switching to other travel modes is converted into another part of the reduction in the above-mentioned first target profit through fitting.
[0081] The second calculation unit 30 is used to calculate the second cost increment and the second profit increment according to the above-mentioned travel electricity consumption, and calculate the profit of the above-mentioned user according to the above-mentioned target subsidy fee, the above-mentioned second cost increment and the above-mentioned second profit increment to obtain the second target profit, wherein the above-mentioned second cost increment is the estimated increase in travel cost of the above-mentioned user when he adopts an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time, and the above-mentioned second profit increment is the estimated reduction in charging cost of the above-mentioned user when he adopts an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time;
[0082] Specifically, when a user changes the charging time of an electric vehicle to participate in a frequency modulation, considering that users have different charging times for their electric vehicles and the electricity price is relatively low, the reduced charging cost will be determined as the above-mentioned second profit increment and as a part of the above-mentioned second target profit. The above-mentioned target subsidy fee will be determined as the last part of the first target profit, and the inconvenience caused by the user's change of charging time to travel will be converted into a reduction in the above-mentioned first target profit through fitting.
[0083] The sending unit 40 is used to generate target push information and push it to the above-mentioned user at least based on the above-mentioned first target profit and the corresponding travel mode or based on the above-mentioned second target profit and the corresponding travel mode when the above-mentioned first target profit or the above-mentioned second target profit is greater than or equal to the first threshold.
[0084] Specifically, the user's willingness to participate in a frequency modulation is evaluated through surveys and other means, and it is determined that when the profit is greater than a certain threshold, that is, the above-mentioned first threshold, the user tends to participate in the frequency modulation. Then, when the calculated first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, the relevant information of the frequency modulation is pushed to the user to increase the user's enthusiasm for participating in the frequency modulation.
[0085] Through this embodiment, the acquisition unit acquires travel electricity consumption, target subsidy cost and loss reduction, the above-mentioned travel electricity consumption is the estimated electricity consumption of the user's daily travel by an electric car, the above-mentioned target subsidy cost is the subsidy of the aggregator to the above-mentioned user for participating in a frequency modulation, and the above-mentioned loss reduction is the loss of the vehicle battery that is expected to be reduced by the above-mentioned user by participating in a frequency modulation by other travel modes; the first calculation unit calculates the first cost increment and the first profit increment according to the above-mentioned travel electricity consumption, calculates the profit of the above-mentioned user according to the above-mentioned target subsidy cost, the above-mentioned first profit increment, the above-mentioned loss reduction and the above-mentioned first cost increment, and obtains the first target profit, the above-mentioned first cost increment is the travel cost that is expected to be increased by the above-mentioned user by participating in a frequency modulation by other travel modes, and the above-mentioned first profit increment is the The charging cost that is expected to be reduced by a frequency modulation; the second calculation unit calculates the second cost increment and the second profit increment according to the above-mentioned travel electricity consumption, and calculates the profit of the above-mentioned user according to the above-mentioned target subsidy fee, the above-mentioned second cost increment and the above-mentioned second profit increment to obtain the second target profit, the above-mentioned second cost increment is the travel cost that is expected to be increased by the above-mentioned user when he uses an electric car to travel and participates in a frequency modulation by adjusting the charging time, and the above-mentioned second profit increment is the charging cost that is expected to be reduced by the above-mentioned user when he uses an electric car to travel and participates in a frequency modulation by adjusting the charging time; the sending unit generates a target push information and pushes it to the above-mentioned user at least according to the above-mentioned first target profit and the corresponding travel mode or according to the above-mentioned second target profit and the corresponding travel mode when the above-mentioned first target profit or the above-mentioned second target profit is greater than or equal to the first threshold. This application considers different ways for users to participate in a frequency modulation, calculates the profits of users participating in a frequency modulation respectively, and pushes the relevant information of a frequency modulation to the user when any one of the participating ways brings the profit to the user greater than the preset value, so as to improve the user's enthusiasm for participating in a frequency modulation. This method solves the problem in the prior art that users do not understand the costs and benefits of participating in a frequency modulation, resulting in low enthusiasm for participating in a frequency modulation.
[0086] In order to obtain the first cost increment and the first profit increment, in an optional implementation manner, the first calculation unit includes:
[0087] The first calculation module is used to substitute the above travel power consumption into D q (i) = a i [W c (i)] 2 +b i W c (i) calculating the first cost increment mentioned above,
[0088] Among them, D q (i) is the first cost increment mentioned above, a i and bi is the fitting coefficient, W c (i) is the above travel electricity consumption, i is user i;
[0089] Specifically, in general, the utility function of user travel and the power consumption of the user travel are monotonically non-decreasing and convex functions. Therefore, the first cost increment of the user participating in the primary frequency modulation and the power consumption of the user travel are monotonically non-decreasing and concave functions, that is, the opportunity cost of the user increases, and the cost of user i can be represented by a quadratic function, as shown in the above formula. Among them, the fitting coefficient is a constant greater than 0, which is adjusted according to the historical data of user i participating in the primary frequency modulation.
[0090] The second calculation module is used to substitute the above travel power consumption into Calculate the first profit increment mentioned above,
[0091] Where, ΔD c (i) is the first profit increment mentioned above, C chg (λ(j)) is the charging service price in time period j.
[0092] Specifically, during peak electricity consumption periods, users can participate in primary frequency regulation by reducing load by using other modes of travel. The benefit of reducing electricity consumption is the charging cost of their original planned travel, which is calculated as shown above.
[0093] In order to calculate the first target profit, in an optional implementation manner, the first calculation unit further includes:
[0094] The third calculation module is used to substitute the target subsidy fee, the first profit increment, the loss reduction and the first cost increment into ΔD ag (i) = D b (i)+ΔD c (i)+D bat (i)-D q (i) Calculate the first target profit mentioned above,
[0095] Where, ΔD ag (i) is the first target profit mentioned above, D b (i) Subsidize the above-mentioned target, D bat (i) is the above loss reduction, ΔD c (i) is the first profit increment mentioned above, D q (i) is the first cost increment mentioned above.
[0096] Specifically, the above-mentioned target subsidy fee is taken as user profit, the above-mentioned first profit increment is converted as user profit, the above-mentioned loss reduction amount is taken as user profit and the above-mentioned first cost increment is taken as user expenditure, and the above-mentioned first target profit can be calculated according to the above formula.
[0097] In order to calculate the second cost increment and the second profit increment, in an optional implementation manner, the second calculation unit includes:
[0098] The fourth calculation module is used to substitute the above travel power consumption into D p (i) = β ct {a i [W c (i)] 2 +b i W c (i)} Calculate the second cost increment mentioned above,
[0099] Among them, D p (i) is the second cost increment mentioned above, β ct is the preset coefficient, a i and b i is the fitting coefficient, W c (i) is the above travel electricity consumption, i is user i;
[0100] Specifically, when a user participates in a frequency modulation by transferring the charging time, the user cost refers to the loss caused by the user changing the charging time. At this time, the impact on the user's travel demand is relatively small. This application determines the scaling factor between the second cost increment and the first cost increment by fitting historical data as β ct , then the second cost increment is as above.
[0101] The fifth calculation module is used to substitute the above travel power consumption into ΔD d (i) = D c (i)-D c '(i) Calculate the second profit increment mentioned above,
[0102] Where, ΔD d (i) is the second profit increment mentioned above, D' c (i) The charging cost before adjusting the charging time for the above user, D c (i) The charging cost after adjusting the charging time for the above user.
[0103] Specifically, when a user participates in a frequency modulation by transferring the charging time, the present application stipulates that the charging time before and after the transfer does not interfere with the user's travel electricity consumption. Then the change in the user's expenditure before and after participating in the frequency modulation, that is, the above-mentioned second profit increment is only related to the change in electricity price, and the above-mentioned second profit increment can be calculated according to the above formula.
[0104] In order to calculate the second target profit, in an optional implementation manner, the second calculation unit further includes:
[0105] The sixth calculation module is used to substitute the target subsidy fee, the second cost increment and the second profit increment into ΔD bg (i) = D b (i)+ΔD d (i)-D p (i) Calculate the above second target profit,
[0106] Where, ΔD bg (i) is the second target profit mentioned above, D b (i) is the target subsidy cost, ΔD d (i) is the second profit increment mentioned above, D q (i) is the first cost increment mentioned above, D p (i) is the second cost increment mentioned above.
[0107] Specifically, when the electricity consumption time is transferred to participate in a frequency modulation, since the total amount of charging remains unchanged, that is, it does not involve changes in battery loss, the above-mentioned target subsidy fee is taken as the user profit, the above-mentioned first profit increment is converted as the user profit and the above-mentioned first cost increment is taken as the user expenditure, and the above-mentioned second target profit can be calculated according to the above formula.
[0108] In order to calculate the loss reduction amount, in an optional implementation manner, the acquisition unit includes:
[0109] The first acquisition module is used to obtain the battery purchase cost and battery cycle life, the battery purchase cost is the cost of purchasing the vehicle battery, and the battery cycle life is the maximum number of charging and discharging cycles within the life cycle of the vehicle battery;
[0110] Specifically, each charging and discharging cycle will affect the life of the battery. Therefore, this application considers that when the user travels by other means, there is no need to charge or discharge, so the consumption of reducing the battery life is determined as the above loss reduction. Therefore, the battery purchase cost C is obtained bat , and battery cycle life N dis In one embodiment, the value of the battery cycle life is 1000.
[0111] The seventh calculation module is used to calculate the ratio of the battery purchase cost and the battery cycle life to obtain the loss reduction amount.
[0112] Specifically, the battery purchase cost and the battery cycle life are substituted into That is, the above loss reduction is calculated.
[0113] In order to calculate the above travel power consumption, in an optional implementation manner, the above acquisition unit further includes:
[0114] A second acquisition module is used to acquire a target power and a target duration, wherein the target power is the rated charging power of the vehicle-mounted battery, and the target duration is the estimated charging duration of the electric vehicle for daily travel;
[0115] Specifically, based on the user's travel history data, the user's daily charging time is estimated to obtain the above target time, and the rated power is determined according to the battery model to obtain the above target power.
[0116] The eighth calculation module is used to substitute the target power and the target duration into Calculate the above travel electricity consumption,
[0117] Where P0 is the target power, T(i,λ(j)) is the charging time of user i in time period j, and n f is the total number of time periods, W c (i) is the above travel electricity consumption, and i is user i.
[0118] Specifically, calculations based on the user's entire day's charging time will result in errors, so the present application sets up a method of dividing the daily time periods to determine the length of time the user charges in each time period, that is, to obtain T(i,λ(j)), and then the above travel power consumption can be calculated according to the above formula.
[0119] The push device for improving the enthusiasm of users to participate in primary frequency modulation includes a processor and a memory. The acquisition unit, the first calculation unit, the second calculation unit and the sending unit are all stored in the memory as program units, and the processor executes the program units stored in the memory to realize the corresponding functions. The modules are all located in the same processor; or, the modules are located in different processors in any combination.
[0120] The processor includes a kernel, which calls the corresponding program unit from the memory. One or more kernels can be set, and the push object of the frequency modulation information is determined by adjusting the kernel parameters.
[0121] The memory may include non-permanent memory in a computer-readable medium, random access memory (RAM) and / or non-volatile memory, such as read-only memory (ROM) or flash RAM, and the memory includes at least one memory chip.
[0122] An embodiment of the present invention provides a computer-readable storage medium, which includes a stored program, wherein when the program is running, the device where the computer-readable storage medium is located is controlled to execute the push method for improving the user's enthusiasm for participating in a frequency modulation.
[0123] Specifically, the push methods to increase the user's enthusiasm for participating in a frequency modulation include:
[0124] Step S201, obtaining travel power consumption, target subsidy cost and loss reduction, wherein the travel power consumption is the estimated power consumption of the user's daily travel by electric vehicle, the target subsidy cost is the subsidy provided by the aggregator to the user for participating in a frequency modulation, and the loss reduction is the loss of the vehicle battery that is expected to be reduced by the user participating in a frequency modulation by using other travel modes;
[0125] Specifically, in the present application, it is taken into account that users participate in a frequency modulation to reduce the power consumption during the peak period of the power grid. The methods generally include replacing other modes of travel and adjusting the charging time of electric vehicles, both of which will bring inconvenience to users' travel. Therefore, when considering profits, it is necessary to consider the amount of electricity consumed by users during travel, that is, the above-mentioned travel electricity consumption, and the subsidies provided by aggregators to users, that is, the above-mentioned target subsidy fees, and then determine the reduction in battery loss caused by the user's reduced power consumption, and obtain the above-mentioned loss reduction.
[0126] Step S202, calculating a first cost increment and a first profit increment according to the above-mentioned travel electricity consumption, calculating the profit of the above-mentioned user according to the above-mentioned target subsidy fee, the above-mentioned first profit increment, the above-mentioned loss reduction and the above-mentioned first cost increment, and obtaining a first target profit, wherein the above-mentioned first cost increment is the estimated increase in travel cost of the above-mentioned user by participating in a frequency modulation by adopting other travel modes, and the above-mentioned first profit increment is the estimated reduction in charging cost of the above-mentioned user by participating in a frequency modulation by adopting other travel modes;
[0127] Specifically, when a user changes his travel mode to participate in a frequency modulation, considering that the user does not need to charge the electric car, the reduced charging cost is determined as the above-mentioned first profit increment and as a part of the above-mentioned first target profit, and the corresponding reduced battery loss is determined as another part of the first target profit, the above-mentioned target subsidy fee is determined as the last part of the first target profit, the cost of traveling by other means is determined as a part of the reduction in the above-mentioned first target profit, and the inconvenience caused by the user switching to other travel modes is converted into another part of the reduction in the above-mentioned first target profit through fitting.
[0128] Step S203, calculating a second cost increment and a second profit increment based on the above-mentioned travel electricity consumption, calculating the profit of the above-mentioned user based on the above-mentioned target subsidy fee, the above-mentioned second cost increment and the above-mentioned second profit increment, and obtaining a second target profit, wherein the above-mentioned second cost increment is the estimated increase in travel cost of the above-mentioned user when he / she uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time, and the above-mentioned second profit increment is the estimated reduction in charging cost of the above-mentioned user when he / she uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time;
[0129] Specifically, when a user changes the charging time of an electric vehicle to participate in a frequency modulation, considering that users have different charging times for their electric vehicles and the electricity price is relatively low, the reduced charging cost will be determined as the above-mentioned second profit increment and as a part of the above-mentioned second target profit. The above-mentioned target subsidy fee will be determined as the last part of the first target profit, and the inconvenience caused by the user's change of charging time to travel will be converted into a reduction in the above-mentioned first target profit through fitting.
[0130] Step S204, when the above-mentioned first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, target push information is generated and pushed to the above-mentioned user at least based on the above-mentioned first target profit and the corresponding travel mode or based on the above-mentioned second target profit and the corresponding travel mode.
[0131] Specifically, the user's willingness to participate in a frequency modulation is evaluated through surveys and other means, and it is determined that when the profit is greater than a certain threshold, that is, the above-mentioned first threshold, the user tends to participate in the frequency modulation. Then, when the calculated first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, the relevant information of the frequency modulation is pushed to the user to increase the user's enthusiasm for participating in the frequency modulation.
[0132] An embodiment of the present invention provides a processor, which is used to run a program, wherein the program executes the push method for improving the user's enthusiasm for participating in a frequency modulation when running.
[0133] Specifically, the push methods to increase the user's enthusiasm for participating in a frequency modulation include:
[0134] Step S201, obtaining travel power consumption, target subsidy cost and loss reduction, wherein the travel power consumption is the estimated power consumption of the user's daily travel by electric vehicle, the target subsidy cost is the subsidy provided by the aggregator to the user for participating in a frequency modulation, and the loss reduction is the loss of the vehicle battery that is expected to be reduced by the user participating in a frequency modulation by using other travel modes;
[0135] Specifically, in the present application, it is taken into account that users participate in a frequency modulation to reduce the power consumption during the peak period of the power grid. The methods generally include replacing other modes of travel and adjusting the charging time of electric vehicles, both of which will bring inconvenience to users' travel. Therefore, when considering profits, it is necessary to consider the amount of electricity consumed by users during travel, that is, the above-mentioned travel electricity consumption, and the subsidies provided by aggregators to users, that is, the above-mentioned target subsidy fees, and then determine the reduction in battery loss caused by the user's reduced power consumption, and obtain the above-mentioned loss reduction.
[0136] Step S202, calculating a first cost increment and a first profit increment according to the above-mentioned travel electricity consumption, calculating the profit of the above-mentioned user according to the above-mentioned target subsidy fee, the above-mentioned first profit increment, the above-mentioned loss reduction and the above-mentioned first cost increment, and obtaining a first target profit, wherein the above-mentioned first cost increment is the estimated increase in travel cost of the above-mentioned user by participating in a frequency modulation by adopting other travel modes, and the above-mentioned first profit increment is the estimated reduction in charging cost of the above-mentioned user by participating in a frequency modulation by adopting other travel modes;
[0137] Specifically, when a user changes his travel mode to participate in a frequency modulation, considering that the user does not need to charge the electric car, the reduced charging cost is determined as the above-mentioned first profit increment and as a part of the above-mentioned first target profit, and the corresponding reduced battery loss is determined as another part of the first target profit, the above-mentioned target subsidy fee is determined as the last part of the first target profit, the cost of traveling by other means is determined as a part of the reduction in the above-mentioned first target profit, and the inconvenience caused by the user switching to other travel modes is converted into another part of the reduction in the above-mentioned first target profit through fitting.
[0138] Step S203, calculating a second cost increment and a second profit increment based on the above-mentioned travel electricity consumption, calculating the profit of the above-mentioned user based on the above-mentioned target subsidy fee, the above-mentioned second cost increment and the above-mentioned second profit increment, and obtaining a second target profit, wherein the above-mentioned second cost increment is the estimated increase in travel cost of the above-mentioned user when he / she uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time, and the above-mentioned second profit increment is the estimated reduction in charging cost of the above-mentioned user when he / she uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time;
[0139] Specifically, when a user changes the charging time of an electric vehicle to participate in a frequency modulation, considering that users have different charging times for their electric vehicles and the electricity price is relatively low, the reduced charging cost will be determined as the above-mentioned second profit increment and as a part of the above-mentioned second target profit. The above-mentioned target subsidy fee will be determined as the last part of the first target profit, and the inconvenience caused by the user's change of charging time to travel will be converted into a reduction in the above-mentioned first target profit through fitting.
[0140] Step S204, when the above-mentioned first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, target push information is generated and pushed to the above-mentioned user at least based on the above-mentioned first target profit and the corresponding travel mode or based on the above-mentioned second target profit and the corresponding travel mode.
[0141] Specifically, the user's willingness to participate in a frequency modulation is evaluated through surveys and other means, and it is determined that when the profit is greater than a certain threshold, that is, the above-mentioned first threshold, the user tends to participate in the frequency modulation. Then, when the calculated first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, the relevant information of the frequency modulation is pushed to the user to increase the user's enthusiasm for participating in the frequency modulation.
[0142] An embodiment of the present invention provides a power system, the power system comprising a processor, a memory, and a program stored in the memory and executable on the processor, and when the processor executes the program, at least the following steps are implemented:
[0143] Step S201, obtaining travel power consumption, target subsidy cost and loss reduction, wherein the travel power consumption is the estimated power consumption of the user's daily travel by electric vehicle, the target subsidy cost is the subsidy provided by the aggregator to the user for participating in a frequency modulation, and the loss reduction is the loss of the vehicle battery that is expected to be reduced by the user participating in a frequency modulation by using other travel modes;
[0144] Specifically, in the present application, it is taken into account that users participate in a frequency modulation to reduce the power consumption during the peak period of the power grid. The methods generally include replacing other modes of travel and adjusting the charging time of electric vehicles, both of which will bring inconvenience to users' travel. Therefore, when considering profits, it is necessary to consider the amount of electricity consumed by users during travel, that is, the above-mentioned travel electricity consumption, and the subsidies provided by aggregators to users, that is, the above-mentioned target subsidy fees, and then determine the reduction in battery loss caused by the user's reduced power consumption, and obtain the above-mentioned loss reduction.
[0145] Step S202, calculating a first cost increment and a first profit increment according to the above-mentioned travel electricity consumption, calculating the profit of the above-mentioned user according to the above-mentioned target subsidy fee, the above-mentioned first profit increment, the above-mentioned loss reduction and the above-mentioned first cost increment, and obtaining a first target profit, wherein the above-mentioned first cost increment is the estimated increase in travel cost of the above-mentioned user by participating in a frequency modulation by adopting other travel modes, and the above-mentioned first profit increment is the estimated reduction in charging cost of the above-mentioned user by participating in a frequency modulation by adopting other travel modes;
[0146] Specifically, when a user changes his travel mode to participate in a frequency modulation, considering that the user does not need to charge the electric car, the reduced charging cost is determined as the above-mentioned first profit increment and as a part of the above-mentioned first target profit, and the corresponding reduced battery loss is determined as another part of the first target profit, the above-mentioned target subsidy fee is determined as the last part of the first target profit, the cost of traveling by other means is determined as a part of the reduction in the above-mentioned first target profit, and the inconvenience caused by the user switching to other travel modes is converted into another part of the reduction in the above-mentioned first target profit through fitting.
[0147] Step S203, calculating a second cost increment and a second profit increment based on the above-mentioned travel electricity consumption, calculating the profit of the above-mentioned user based on the above-mentioned target subsidy fee, the above-mentioned second cost increment and the above-mentioned second profit increment, and obtaining a second target profit, wherein the above-mentioned second cost increment is the estimated increase in travel cost of the above-mentioned user when he / she uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time, and the above-mentioned second profit increment is the estimated reduction in charging cost of the above-mentioned user when he / she uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time;
[0148] Specifically, when a user changes the charging time of an electric vehicle to participate in a frequency modulation, considering that users have different charging times for their electric vehicles and the electricity price is relatively low, the reduced charging cost will be determined as the above-mentioned second profit increment and as a part of the above-mentioned second target profit. The above-mentioned target subsidy fee will be determined as the last part of the first target profit, and the inconvenience caused by the user's change of charging time to travel will be converted into a reduction in the above-mentioned first target profit through fitting.
[0149] Step S204, when the above-mentioned first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, target push information is generated and pushed to the above-mentioned user at least based on the above-mentioned first target profit and the corresponding travel mode or based on the above-mentioned second target profit and the corresponding travel mode.
[0150] Specifically, the user's willingness to participate in a frequency modulation is evaluated through surveys and other means, and it is determined that when the profit is greater than a certain threshold, that is, the above-mentioned first threshold, the user tends to participate in the frequency modulation. Then, when the calculated first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, the relevant information of the frequency modulation is pushed to the user to increase the user's enthusiasm for participating in the frequency modulation.
[0151] The present application also provides a computer program product, which, when executed on a data processing device, is suitable for executing a program for initializing at least the following method steps:
[0152] Step S201, obtaining travel power consumption, target subsidy cost and loss reduction, wherein the travel power consumption is the estimated power consumption of the user's daily travel by electric vehicle, the target subsidy cost is the subsidy provided by the aggregator to the user for participating in a frequency modulation, and the loss reduction is the loss of the vehicle battery that is expected to be reduced by the user participating in a frequency modulation by using other travel modes;
[0153] Specifically, in the present application, it is taken into account that users participate in a frequency modulation to reduce the power consumption during the peak period of the power grid. The methods generally include replacing other modes of travel and adjusting the charging time of electric vehicles, both of which will bring inconvenience to users' travel. Therefore, when considering profits, it is necessary to consider the amount of electricity consumed by users during travel, that is, the above-mentioned travel electricity consumption, and the subsidies provided by aggregators to users, that is, the above-mentioned target subsidy fees, and then determine the reduction in battery loss caused by the user's reduced power consumption, and obtain the above-mentioned loss reduction.
[0154] Step S202, calculating a first cost increment and a first profit increment according to the above-mentioned travel electricity consumption, calculating the profit of the above-mentioned user according to the above-mentioned target subsidy fee, the above-mentioned first profit increment, the above-mentioned loss reduction and the above-mentioned first cost increment, and obtaining a first target profit, wherein the above-mentioned first cost increment is the estimated increase in travel cost of the above-mentioned user by participating in a frequency modulation by adopting other travel modes, and the above-mentioned first profit increment is the estimated reduction in charging cost of the above-mentioned user by participating in a frequency modulation by adopting other travel modes;
[0155] Specifically, when a user changes his travel mode to participate in a frequency modulation, considering that the user does not need to charge the electric car, the reduced charging cost is determined as the above-mentioned first profit increment and as a part of the above-mentioned first target profit, and the corresponding reduced battery loss is determined as another part of the first target profit, the above-mentioned target subsidy fee is determined as the last part of the first target profit, the cost of traveling by other means is determined as a part of the reduction in the above-mentioned first target profit, and the inconvenience caused by the user switching to other travel modes is converted into another part of the reduction in the above-mentioned first target profit through fitting.
[0156] Step S203, calculating a second cost increment and a second profit increment based on the above-mentioned travel electricity consumption, calculating the profit of the above-mentioned user based on the above-mentioned target subsidy fee, the above-mentioned second cost increment and the above-mentioned second profit increment, and obtaining a second target profit, wherein the above-mentioned second cost increment is the estimated increase in travel cost of the above-mentioned user when he / she uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time, and the above-mentioned second profit increment is the estimated reduction in charging cost of the above-mentioned user when he / she uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time;
[0157] Specifically, when a user changes the charging time of an electric vehicle to participate in a frequency modulation, considering that users have different charging times for their electric vehicles and the electricity price is relatively low, the reduced charging cost will be determined as the above-mentioned second profit increment and as a part of the above-mentioned second target profit. The above-mentioned target subsidy fee will be determined as the last part of the first target profit, and the inconvenience caused by the user's change of charging time to travel will be converted into a reduction in the above-mentioned first target profit through fitting.
[0158] Step S204, when the above-mentioned first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, target push information is generated and pushed to the above-mentioned user at least based on the above-mentioned first target profit and the corresponding travel mode or based on the above-mentioned second target profit and the corresponding travel mode.
[0159] Specifically, the user's willingness to participate in a frequency modulation is evaluated through surveys and other means, and it is determined that when the profit is greater than a certain threshold, that is, the above-mentioned first threshold, the user tends to participate in the frequency modulation. Then, when the calculated first target profit or the above-mentioned second target profit is greater than or equal to the first threshold, the relevant information of the frequency modulation is pushed to the user to increase the user's enthusiasm for participating in the frequency modulation.
[0160] Obviously, those skilled in the art should understand that the above modules or steps of the present invention can be implemented by a general computing device, they can be concentrated on a single computing device, or distributed on a network composed of multiple computing devices, they can be implemented by a program code executable by a computing device, so that they can be stored in a storage device and executed by the computing device, and in some cases, the steps shown or described can be executed in a different order than here, or they can be made into individual integrated circuit modules, or multiple modules or steps therein can be made into a single integrated circuit module for implementation. Thus, the present invention is not limited to any specific combination of hardware and software.
[0161] Those skilled in the art will appreciate that the embodiments of the present application may be provided as methods, systems, or computer program products. Therefore, the present application may adopt the form of a complete hardware embodiment, a complete software embodiment, or an embodiment in combination with software and hardware. Moreover, the present application may adopt the form of a computer program product implemented in one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) that include computer-usable program code.
[0162] The present application is described with reference to the flowcharts and / or block diagrams of the methods, devices (systems), and computer program products according to the embodiments of the present application. It should be understood that each process and / or box in the flowchart and / or block diagram, as well as the combination of the processes and / or boxes in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing device to generate a machine, so that the instructions executed by the processor of the computer or other programmable data processing device generate instructions for implementing the processes in the flowchart and / or block diagram. Figure 1 A process or multiple processes and / or boxes Figure 1 A device that provides the functions specified in a block or multiple blocks.
[0163] These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing device to operate in a specific manner, so that the instructions stored in the computer-readable memory produce an article of manufacture including an instruction device, which implements the process Figure 1 A process or multiple processes and / or boxes Figure 1 A function specified in one or more boxes.
[0164] These computer program instructions can also be loaded onto a computer or other programmable data processing device so that a series of operating steps are executed on the computer or other programmable device to produce a computer-implemented process, thereby providing instructions for implementing the process. Figure 1 A process or multiple processes and / or boxes Figure 1 The steps for the functions specified in one or more boxes.
[0165] In a typical configuration, a computing device includes one or more processors (CPU), input / output interfaces, network interfaces, and memory.
[0166] The memory may include non-permanent memory in a computer-readable medium, random access memory (RAM) and / or non-volatile memory in the form of read-only memory (ROM) or flash RAM. The memory is an example of a computer-readable medium.
[0167] Computer readable media include permanent and non-permanent, removable and non-removable media that can be implemented by any method or technology to store information. Information can be computer readable instructions, data structures, program modules or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), flash memory or other memory technology, compact disk read-only memory (CD-ROM), digital versatile disk (DVD) or other optical storage, magnetic cassettes, magnetic tapes, disk storage or other magnetic storage devices or any other non-transmission media that can be used to store information that can be accessed by a computing device. As defined herein, computer readable media does not include temporary computer readable media (transitory media), such as modulated data signals and carrier waves.
[0168] It should also be noted that the terms "include", "comprises" or any other variations thereof are intended to cover non-exclusive inclusion, so that a process, method, commodity or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, commodity or device. In the absence of more restrictions, the elements defined by the sentence "comprises a ..." do not exclude the existence of other identical elements in the process, method, commodity or device including the elements.
[0169] From the above description, it can be seen that the above embodiments of the present application achieve the following technical effects:
[0170] 1) The push method for increasing the enthusiasm of users to participate in primary frequency modulation in the present application, first, obtains travel electricity consumption, target subsidy cost and loss reduction, the above travel electricity consumption is the estimated electricity consumption of users using electric vehicles for daily travel, the above target subsidy cost is the subsidy of the aggregator to the above users for participating in primary frequency modulation, and the above loss reduction is the loss of the vehicle battery that is expected to be reduced by the above users by participating in primary frequency modulation by other travel modes; then, calculates the first cost increment and the first profit increment based on the above travel electricity consumption, calculates the profit of the above users based on the above target subsidy cost, the above first profit increment, the above loss reduction and the above first cost increment, and obtains the first target profit, the above first cost increment is the travel cost that is expected to increase by the above users by participating in primary frequency modulation by other travel modes, and the above first profit increment is the loss of the vehicle battery that is expected to be reduced by the above users by participating in primary frequency modulation by other travel modes The charging cost is expected to be reduced by participating in a frequency modulation by other travel modes; then, the second cost increment and the second profit increment are calculated according to the above travel electricity consumption, and the profit of the above user is calculated according to the above target subsidy fee, the above second cost increment and the above second profit increment, and the second target profit is obtained. The above second cost increment is the travel cost expected to be increased by the above user when he uses an electric car to travel and participates in a frequency modulation by adjusting the charging time, and the above second profit increment is the charging cost expected to be reduced by the above user when he uses an electric car to travel and participates in a frequency modulation by adjusting the charging time; finally, when the above first target profit or the above second target profit is greater than or equal to the first threshold, at least according to the above first target profit and the corresponding travel mode or according to the above second target profit and the corresponding travel mode, the target push information is generated and pushed to the above user. This application considers different ways for users to participate in a frequency modulation, calculates the profit of users participating in a frequency modulation respectively, and pushes the relevant information of a frequency modulation to the user when any one of the participating ways brings the profit to the user greater than the preset value, so as to improve the user's enthusiasm for participating in a frequency modulation. This method solves the problem in the prior art that users do not understand the cost and benefits of participating in a frequency modulation, resulting in low enthusiasm for participating in a frequency modulation.
[0171] 2) The push device of the present application for increasing the enthusiasm of users to participate in primary frequency modulation, the acquisition unit acquires travel electricity consumption, target subsidy cost and loss reduction, the above travel electricity consumption is the estimated electricity consumption of users using electric vehicles for daily travel, the above target subsidy cost is the subsidy of the aggregator to the above users for participating in primary frequency modulation, and the above loss reduction is the loss of the vehicle battery that is expected to be reduced by the above users by participating in primary frequency modulation by other travel modes; the first calculation unit calculates the first cost increment and the first profit increment according to the above travel electricity consumption, calculates the profit of the above users according to the above target subsidy cost, the above first profit increment, the above loss reduction and the above first cost increment, and obtains the first target profit, the above first cost increment is the travel cost that is expected to increase by the above users by participating in primary frequency modulation by other travel modes, and the above first profit increment is the loss of the vehicle battery that is expected to be reduced by the above users by participating in primary frequency modulation by other travel modes The second calculation unit calculates the second cost increment and the second profit increment according to the above-mentioned travel electricity consumption, and calculates the profit of the above-mentioned user according to the above-mentioned target subsidy fee, the above-mentioned second cost increment and the above-mentioned second profit increment, and obtains the second target profit, the above-mentioned second cost increment is the above-mentioned user's travel cost expected to increase by using an electric vehicle and participating in a frequency modulation by adjusting the charging time, and the above-mentioned second profit increment is the above-mentioned user's travel by using an electric vehicle and participating in a frequency modulation by adjusting the charging time. The sending unit generates a target push information and pushes it to the above-mentioned user at least according to the above-mentioned first target profit and the corresponding travel mode or according to the above-mentioned second target profit and the corresponding travel mode when the above-mentioned first target profit or the above-mentioned second target profit is greater than or equal to the first threshold. This application considers different ways for users to participate in a frequency modulation, calculates the profits of users participating in a frequency modulation respectively, and pushes the relevant information of a frequency modulation to the user when any one of the participating ways brings the profit to the user greater than the preset value, so as to improve the user's enthusiasm for participating in a frequency modulation. This method solves the problem in the prior art that users do not understand the costs and benefits of participating in a frequency modulation, resulting in low enthusiasm for participating in a frequency modulation.
[0172] The above description is only the preferred embodiment of the present application and is not intended to limit the present application. For those skilled in the art, the present application may have various modifications and variations. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Claims
1. A method for improving the user's enthusiasm for participating in a frequency modulation, characterized in that: include: Obtaining travel electricity consumption, target subsidy cost and loss reduction, wherein the travel electricity consumption is the estimated electricity consumption of the user's daily travel by electric vehicle, the target subsidy cost is the subsidy provided by the aggregator to the user for participating in a frequency modulation, and the loss reduction is the loss of the vehicle battery that is expected to be reduced by the user participating in a frequency modulation by using other travel modes; Calculate a first cost increment and a first profit increment according to the travel electricity consumption, calculate the user's profit according to the target subsidy fee, the first profit increment, the loss reduction and the first cost increment, and obtain a first target profit, wherein the first cost increment is the estimated additional travel cost of the user participating in a frequency modulation by using other travel modes, and the first profit increment is the estimated reduction in charging costs of the user participating in a frequency modulation by using other travel modes; Calculate a second cost increment and a second profit increment based on the travel electricity consumption, calculate the user's profit based on the target subsidy fee, the second cost increment and the second profit increment, and obtain a second target profit, wherein the second cost increment is the estimated additional travel cost of the user who uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time, and the second profit increment is the estimated reduction in charging costs of the user who uses an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time; When the first target profit or the second target profit is greater than or equal to a first threshold, target push information is generated and pushed to the user at least based on the first target profit and the corresponding travel mode or based on the second target profit and the corresponding travel mode.
2. The method according to claim 1, characterized in that Calculating a first cost increment and a first profit increment according to the travel electricity consumption includes: Substitute the travel electricity consumption into D q (i) = a i [W c (i)] 2 +b i W c (i) calculating the first cost increment, Among them, D q (i) is the first cost increment, a i and b i is the fitting coefficient, W c (i) is the travel electricity consumption, i is user i; Substitute the travel electricity consumption into Calculate the first profit increment, where ΔD c (i) is the first profit increment, C chg (λ(j)) is the charging service price in time period j.
3. The method according to claim 1, characterized in that Calculating the user's profit according to the target subsidy fee, the first profit increment, the loss reduction amount, and the first cost increment to obtain a first target profit includes: Substitute the target subsidy cost, the first profit increment, the loss reduction and the first cost increment into ΔD ag (i) = D b (i)+ΔD c (i)+D bat (i)-D q (i) calculating the first target profit, Where, ΔD ag (i) is the first target profit, D b (i) is the target subsidy cost, D bat (i) is the loss reduction, ΔD c (i) is the first profit increment, D q (i) is the first cost increment.
4. The method according to claim 1, characterized in that: Calculating a second cost increment and a second profit increment according to the travel electricity consumption includes: Substitute the travel electricity consumption into D p (i) = β ct {a i [W c (i)] 2 +b i W c (i)} Calculate the second cost increment, where D p (i) is the second cost increment, β ct is the preset coefficient, a i and b i is the fitting coefficient, W c (i) is the travel electricity consumption, i is user i; Substitute the travel power consumption into ΔD d (i) = D c (i)-D c '(i) calculating the second profit increment, Where, ΔD d (i) is the second profit increment, D c '(i) is the charging cost before the user adjusts the charging time, D c (i) The charging fee after adjusting the charging time for the user.
5. The method according to claim 1, characterized in that Calculating the user's profit according to the target subsidy fee, the second cost increment, and the second profit increment to obtain a second target profit includes: Substitute the target subsidy cost, the second cost increment and the second profit increment into ΔD bg (i) = D b (i)+ΔD d (i)-D p (Calculate the second target profit, Where, ΔD bg (i) is the second target profit, D b (i) is the target subsidy cost, ΔD d (i) is the second profit increment, D q (i) is the first cost increment, D p (i) is the second cost increment.
6. The method according to any one of claims 1 to 5, characterized in that Get loss reduction, including: Obtaining the battery purchase cost and battery cycle life, wherein the battery purchase cost is the cost of purchasing the vehicle battery, and the battery cycle life is the maximum number of charging and discharging cycles within the life cycle of the vehicle battery; The loss reduction amount is obtained by calculating the ratio of the battery purchase cost to the battery cycle life.
7. The method according to any one of claims 1 to 5, characterized in that Get travel electricity usage, including: Obtaining a target power and a target duration, wherein the target power is the rated charging power of the vehicle battery, and the target duration is the estimated charging duration of the electric vehicle for daily travel; Substitute the target power and the target duration into Calculate the electricity consumption of the trip, Where P0 is the target power, T(i,λ(j)) is the charging time of user i in time period j, and n f is the total number of time periods, W c (i) is the travel electricity consumption, and i is user i.
8. A push device for increasing the enthusiasm of users to participate in a frequency modulation, characterized in that: The device comprises: an acquisition unit, configured to acquire travel power consumption, a target subsidy fee, and a loss reduction amount, wherein the travel power consumption is an estimated power consumption of a user traveling by an electric vehicle on a daily basis, the target subsidy fee is a subsidy provided by an aggregator to the user for participating in a frequency modulation, and the loss reduction amount is an estimated reduction in vehicle battery loss by the user participating in a frequency modulation by traveling by other means; a first calculation unit, configured to calculate a first cost increment and a first profit increment according to the travel electricity consumption, and calculate the user's profit according to the target subsidy fee, the first profit increment, the loss reduction amount, and the first cost increment to obtain a first target profit, wherein the first cost increment is the estimated additional travel cost of the user participating in a frequency modulation by using other travel modes, and the first profit increment is the estimated reduced charging cost of the user participating in a frequency modulation by using other travel modes; A second calculation unit is used to calculate a second cost increment and a second profit increment according to the travel electricity consumption, and calculate the user's profit according to the target subsidy fee, the second cost increment and the second profit increment to obtain a second target profit, wherein the second cost increment is the estimated increase in travel cost of the user when he adopts an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time, and the second profit increment is the estimated reduction in charging cost of the user when he adopts an electric vehicle for travel and participates in a frequency modulation by adjusting the charging time; A sending unit is used to generate target push information and push it to the user at least based on the first target profit and the corresponding travel mode or based on the second target profit and the corresponding travel mode when the first target profit or the second target profit is greater than or equal to a first threshold.
9. A computer-readable storage medium, characterized in that: The computer-readable storage medium includes a stored program, wherein when the program is executed, the device where the computer-readable storage medium is located is controlled to execute the method according to any one of claims 1 to 7.
10. A power system, characterized in that: include: One or more processors, a memory, and one or more programs, wherein the one or more programs are stored in the memory and are configured to be executed by the one or more processors, and the one or more programs include methods for executing any one of claims 1 to 7.
