Visual platform building method and system for electric power intelligent equipment management

Abstract

The invention discloses a visual platform building method and system for electric power intelligent equipment management, and the method comprises the steps: carrying out the real-time management of the electric power intelligent equipment according to a real-time management demand instruction, sent by a user, of the electric power intelligent equipment; screening real-time key index data, corresponding to the real-time management demand instruction, of the electric power intelligent equipment from various real-time index data of the electric power intelligent equipment; judging whether an abnormal difference exists between the real-time key index data and the historical key index data or not; if an abnormal difference exists between the real-time key index data and the historical key index data, establishing a real-time visual platform corresponding to a real-time management demand instruction sent by a user for the electric power intelligent equipment based on the historical key index data; otherwise, a real-time visual platform corresponding to a real-time management demand instruction, sent by the user, of the electric power intelligent equipment is built. The method has the advantages that the interference of abnormal real-time power intelligent equipment index data on the establishment of a real-time visual platform is eliminated, and the like.

Description

Technical Field

[0001] This application relates to the technical field of building a power visualization platform, and in particular to a method and system for building a visualization platform for the management of intelligent power devices. Background Technology

[0002] Visualization platforms can help users quickly understand data patterns and provide a basis for their decision-making. They are widely used in various industries. In the power industry, visualization platforms customized according to users' power needs can meet their different power requirements. In existing technologies, visualization platforms for managing power smart devices are generally built by constructing specific models based on data from relevant power smart devices. However, when building specific models, abnormal power smart device data used to build the specific models is usually not filtered according to user needs. Therefore, it is difficult to eliminate the interference of abnormal power smart device data that does not meet user management needs when building the visualization platform, and it is impossible to ensure that a visualization platform that meets user management needs is built. Summary of the Invention

[0003] This application provides a method and system for building a visualization platform for the management of intelligent power devices, aiming to optimize existing related technical solutions.

[0004] In a first aspect, an embodiment of this application provides a method for building a visualization platform for the management of intelligent power devices, which may include the following steps:

[0005] Collect real-time indicator data of various power intelligent devices, and according to the real-time management requirements issued by the user for the power intelligent devices, filter the real-time key indicator data of the power intelligent devices that correspond to the real-time management requirements from the real-time indicator data of the power intelligent devices;

[0006] Obtain historical key indicator data of the power intelligent device corresponding to the real-time management demand instruction, and determine whether there are any abnormal differences between the real-time key indicator data and the historical key indicator data;

[0007] If there is an abnormal difference between the real-time key indicator data and the historical key indicator data, then based on the historical key indicator data, a real-time visualization platform corresponding to the real-time management requirements command issued by the user for the intelligent power equipment is built.

[0008] If there are no abnormal differences between the real-time key indicator data and the historical key indicator data, then based on the real-time key indicator data of the power intelligent equipment corresponding to the selected real-time management demand command, a real-time visualization platform corresponding to the real-time management demand command issued by the user for the power intelligent equipment is built.

[0009] The above technical solution effectively eliminates the interference of abnormal real-time power intelligent equipment indicator data on the construction of a real-time visualization platform, ensuring that a real-time visualization platform that meets the real-time management needs of users is built, and providing a reliable guarantee for users to quickly and accurately understand the current operating status of power intelligent equipment, thereby enabling timely optimization of the management of power intelligent equipment.

[0010] In a preferred example, the solution of the first aspect of this application can be further configured as follows:

[0011] The method for building a visualization platform for the management of intelligent power devices may further include the following steps:

[0012] By using historical key indicator data of the power smart device corresponding to the real-time management demand command, the real-time key indicator data of the power smart device corresponding to the real-time management demand command is predicted. When the difference between the predicted real-time key indicator data and the actual real-time key indicator data of the selected power smart device corresponding to the real-time management demand command is less than a preset range, a real-time visualization platform corresponding to the real-time management demand command issued by the user for the power smart device is built based on the real-time key indicator data of the selected power smart device corresponding to the real-time management demand command.

[0013] By employing the aforementioned technologies, before building a real-time visualization platform, the interference of abnormal real-time power intelligent device indicator data on the construction of the real-time visualization platform is further eliminated by predicting the real-time key indicator data of power intelligent devices corresponding to real-time management demand instructions.

[0014] In a preferred example, the solution of the first aspect of this application can be further configured as follows:

[0015] The method for building a visualization platform for the management of intelligent power devices, in the step of acquiring historical key indicator data of the intelligent power devices corresponding to the real-time management demand command and determining whether there are abnormal differences between the real-time key indicator data and the historical key indicator data, includes the following expression for determining whether there are abnormal differences between the real-time key indicator data and the historical key indicator data:

[0016]

[0017] In the formula, S n Let α represent the nth real-time key indicator data. n H represents the weight of the nth real-time key indicator data, 1≤n≤N, where n is a positive integer and N represents the total number of real-time key indicator data. mLet β represent the m-th historical key indicator data. m σ represents the weight of the m-th historical key indicator data, 1≤m≤M, where m is a positive integer, M represents the total number of historical key indicator data, and σ represents a preset constant.

[0018] The above technical solution can accurately determine whether there are abnormal differences between real-time key indicator data and historical key indicator data. When the above formula is satisfied, it is determined that there are abnormal differences between real-time key indicator data and historical key indicator data.

[0019] In a preferred example, the solution of the first aspect of this application can be further configured as follows:

[0020] The method for building a visualization platform for the management of intelligent power devices may further include the following steps:

[0021] Standard real-time indicator data is set for each real-time indicator data of the power intelligent device. When the difference between at least one real-time indicator data of the power intelligent device and the set standard real-time indicator data exceeds a preset range, an abnormal indicator data information of the power intelligent device is issued, and the operation of the power intelligent device with abnormal indicator data is suspended. At the same time, power intelligent devices with normal indicator data in the power system are dispatched to temporarily replace the power intelligent device with abnormal indicator data.

[0022] The above technical solution enables the scheduling and management of intelligent power devices with abnormal indicator data, facilitating the maintenance of such devices and allowing users to further optimize their management of these devices in a timely manner.

[0023] In a preferred example, the solution of the first aspect of this application can be further configured as follows:

[0024] The method for building a visualization platform for the management of intelligent power devices may further include the following steps:

[0025] When historical key indicator data of the power intelligent device corresponding to the real-time management requirement instruction cannot be obtained, a temporary visualization platform is built based on the selected real-time key indicator data of the power intelligent device corresponding to the real-time management requirement instruction. The temporary visualization platform is then used to verify whether it meets the real-time management requirement instruction for the power intelligent device issued by the user. If it does, the temporary visualization platform is used as the built real-time visualization platform; otherwise, information on the need for optimization and upgrade of the power intelligent device management is sent to the user.

[0026] The above technical solutions provide reliable decision support for the future intelligent upgrading and optimization of power intelligent equipment management, thereby enabling timely optimization of power intelligent equipment management.

[0027] In a preferred example, the solution of the first aspect of this application can be further configured as follows:

[0028] The method for building a visualization platform for the management of intelligent power devices, in the step of collecting various real-time indicator data of the intelligent power devices and filtering real-time key indicator data of the intelligent power devices corresponding to the real-time management requirement instructions issued by the user, includes the following expression:

[0029]

[0030] In the formula, D represents real-time management demand command data, and G... k δ represents the k-th real-time key indicator data of the smart power device. k ω represents the acquisition error of the k-th real-time key indicator data of the power intelligent device, 1≤k≤K, k is a positive integer, K represents the total number of real-time key indicator data of the power intelligent device, and ω represents the screening threshold.

[0031] The above technical solution can efficiently filter out real-time key indicator data of power intelligent devices that correspond to real-time management demand commands. When the above formula is satisfied, the real-time indicator data of power intelligent devices will be filtered out as real-time key indicator data of power intelligent devices that correspond to real-time management demand commands.

[0032] Secondly, an embodiment of this application provides a visualization platform construction system for the management of intelligent power devices, which may include:

[0033] The real-time key indicator data filtering module is used to collect various real-time indicator data of the power intelligent equipment, and according to the real-time management requirements instructions issued by the user for the power intelligent equipment, to filter the real-time key indicator data of the power intelligent equipment that corresponds to the real-time management requirements instructions from the various real-time indicator data of the power intelligent equipment.

[0034] An anomaly difference judgment module is used to obtain historical key indicator data of the power intelligent equipment corresponding to the real-time management demand instruction, and to determine whether there are any abnormal differences between the real-time key indicator data and the historical key indicator data.

[0035] The first real-time visualization platform building module is used to build a real-time visualization platform corresponding to the real-time management requirements command issued by the user for the intelligent power equipment if there is an abnormal difference between the real-time key indicator data and the historical key indicator data.

[0036] The second real-time visualization platform building module is used to build a system corresponding to the real-time management requirement command issued by the user for the power intelligent equipment based on the real-time key indicator data of the selected power intelligent equipment corresponding to the real-time management requirement command, if there is no abnormal difference between the real-time key indicator data and the historical key indicator data.

[0037] In a preferred example, the solution of the second aspect of this application can be further configured as follows:

[0038] The aforementioned visualization platform system for managing intelligent power devices may further include:

[0039] The real-time key indicator data prediction module is used to predict the real-time key indicator data of the power smart device corresponding to the real-time management demand command by using historical key indicator data of the power smart device. When the difference between the predicted real-time key indicator data and the actual real-time key indicator data of the selected power smart device corresponding to the real-time management demand command is less than a preset range, a real-time visualization platform corresponding to the real-time management demand command issued by the user for the power smart device is built based on the real-time key indicator data of the selected power smart device corresponding to the real-time management demand command.

[0040] In a preferred example, the solution of the second aspect of this application can be further configured as follows:

[0041] The aforementioned visualization platform system for managing intelligent power devices may further include:

[0042] The power intelligent equipment scheduling module is used to set standard real-time indicator data for each real-time indicator data of the power intelligent equipment. When the difference between at least one real-time indicator data of the power intelligent equipment and the set standard real-time indicator data exceeds a preset range, the module issues a message indicating that the power intelligent equipment indicator data is abnormal, suspends the operation of the power intelligent equipment with abnormal indicator data, and simultaneously schedules power intelligent equipment with normal indicator data in the power system to temporarily replace the power intelligent equipment with abnormal indicator data.

[0043] In a preferred example, the solution of the second aspect of this application can be further configured as follows:

[0044] The aforementioned visualization platform system for managing intelligent power devices may further include:

[0045] The temporary visualization platform building module is used to build a temporary visualization platform based on the filtered real-time key indicator data of the power intelligent equipment corresponding to the real-time management requirement command when historical key indicator data of the power intelligent equipment corresponding to the real-time management requirement command cannot be obtained. The module verifies whether the temporary visualization platform meets the real-time management requirement command issued by the user for the power intelligent equipment. If it does, the temporary visualization platform is used as the built real-time visualization platform; otherwise, the information on the need for optimization and upgrade of the management of the power intelligent equipment is sent to the user.

[0046] Based on the above method embodiments, this application provides a corresponding terminal embodiment;

[0047] This application provides a terminal, including a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor. When the processor executes the computer program, it implements a visualization platform construction method for power intelligent device management as described in any embodiment of this application.

[0048] Based on the above method embodiments, this application provides a corresponding storage medium embodiment;

[0049] This application provides a storage medium, including a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor. When the processor executes the computer program, it implements a method for building a visualization platform for power intelligent device management as described in any embodiment of this application.

[0050] This application has at least the following beneficial effects:

[0051] 1. The present application provides a method for building a visualization platform for the management of intelligent power devices, which effectively eliminates the interference of abnormal real-time intelligent power device indicator data on the construction of a real-time visualization platform, ensuring that a real-time visualization platform that meets the real-time management needs of users is built.

[0052] 2. The visualization platform construction method for the management of intelligent power equipment provided in this application provides a reliable guarantee for users to quickly and accurately understand the current operating status of intelligent power equipment, thereby enabling timely optimization of the management of intelligent power equipment. Attached Figure Description

[0053] Figure 1 This is a flowchart of a method for building a visualization platform for the management of intelligent power devices according to an embodiment of this application.

[0054] Figure 2 This is a block diagram of a visualization platform system for managing intelligent power devices according to an embodiment of this application. Detailed Implementation

[0055] The technical solutions of this application will now be clearly and completely described with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, and not all embodiments. Based on the embodiments of this application, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of this application.

[0056] like Figure 1 As shown in the figure, an embodiment of this application provides a method for building a visualization platform for the management of intelligent power devices, which may specifically include the following steps:

[0057] Step S1: Collect various real-time indicator data of the power intelligent device, and according to the real-time management requirement instructions issued by the user for the power intelligent device, filter the real-time key indicator data of the power intelligent device that corresponds to the real-time management requirement instructions from the various real-time indicator data of the power intelligent device.

[0058] Step S2: Obtain historical key indicator data of the power smart device corresponding to the real-time management demand instruction, and determine whether there are any abnormal differences between the real-time key indicator data and the historical key indicator data;

[0059] Step S3: If there is an abnormal difference between the real-time key indicator data and the historical key indicator data, then based on the historical key indicator data, build a real-time visualization platform corresponding to the real-time management requirements command issued by the user for the power intelligent equipment.

[0060] Step S4: If there are no abnormal differences between the real-time key indicator data and the historical key indicator data, then based on the real-time key indicator data of the power intelligent equipment corresponding to the selected real-time management demand command, a real-time visualization platform corresponding to the real-time management demand command issued by the user for the power intelligent equipment is built.

[0061] The visualization platform construction method for power intelligent device management in this embodiment effectively eliminates the interference of abnormal real-time power intelligent device indicator data on the construction of the real-time visualization platform, ensuring that a real-time visualization platform that meets the real-time management needs of users is built, and providing a reliable guarantee for users to quickly and accurately understand the current operating status of power intelligent devices, thereby enabling timely optimization of power intelligent device management.

[0062] In a preferred embodiment, in order to further eliminate the interference of abnormal real-time power intelligent device indicator data on the construction of the real-time visualization platform by predicting the real-time key indicator data of the power intelligent device corresponding to the real-time management demand instructions before building the real-time visualization platform, the method for building a visualization platform for power intelligent device management may further include the following steps:

[0063] By using historical key indicator data of the power smart device corresponding to the real-time management demand command, the real-time key indicator data of the power smart device corresponding to the real-time management demand command is predicted. When the difference between the predicted real-time key indicator data and the actual real-time key indicator data of the selected power smart device corresponding to the real-time management demand command is less than a preset range, a real-time visualization platform corresponding to the real-time management demand command issued by the user for the power smart device is built based on the real-time key indicator data of the selected power smart device corresponding to the real-time management demand command.

[0064] In a preferred embodiment, it is possible to accurately determine whether there are abnormal differences between real-time key indicator data and historical key indicator data. When the following formula is satisfied, it is determined that there are abnormal differences between the real-time key indicator data and the historical key indicator data. A specific embodiment can be: the method for building a visualization platform for power intelligent equipment management, in the step of obtaining historical key indicator data of the power intelligent equipment corresponding to the real-time management demand instruction and determining whether there are abnormal differences between the real-time key indicator data and the historical key indicator data, the method for determining whether there are abnormal differences between the real-time key indicator data and the historical key indicator data includes the following expression:

[0065]

[0066] In the formula, S n Let α represent the nth real-time key indicator data. n H represents the weight of the nth real-time key indicator data, 1≤n≤N, where n is a positive integer and N represents the total number of real-time key indicator data. m Let β represent the m-th historical key indicator data. m The weight of the m-th historical key indicator data is given by 1 ≤ m ≤ M, where m is a positive integer, M represents the total number of historical key indicator data, σ represents a preset constant, sin(·) represents the sine function, and |·| represents taking the absolute value.

[0067] In a preferred embodiment, in order to achieve scheduling and management of power intelligent devices with abnormal indicator data, so as to facilitate the maintenance of power intelligent devices with abnormal indicator data and further optimize the user's management of power intelligent devices in a timely manner, the method for building a visualization platform for power intelligent device management may further include the following steps:

[0068] Standard real-time indicator data is set for each real-time indicator data of the power intelligent device. When the difference between at least one real-time indicator data of the power intelligent device and the set standard real-time indicator data exceeds a preset range, an abnormal indicator data information of the power intelligent device is issued, and the operation of the power intelligent device with abnormal indicator data is suspended. At the same time, power intelligent devices with normal indicator data in the power system are dispatched to temporarily replace the power intelligent device with abnormal indicator data.

[0069] In a preferred embodiment, in order to provide reliable decision support for the future intelligent upgrading and optimization of power intelligent equipment management methods, and thereby further enable timely optimization of power intelligent equipment management, the method for building a visualization platform for power intelligent equipment management may further include the following steps:

[0070] When historical key indicator data of the power intelligent device corresponding to the real-time management requirement instruction cannot be obtained, a temporary visualization platform is built based on the selected real-time key indicator data of the power intelligent device corresponding to the real-time management requirement instruction. The temporary visualization platform is then used to verify whether it meets the real-time management requirement instruction for the power intelligent device issued by the user. If it does, the temporary visualization platform is used as the built real-time visualization platform; otherwise, information on the need for optimization and upgrade of the power intelligent device management is sent to the user.

[0071] In a preferred embodiment, in order to efficiently filter the real-time key indicator data of the power intelligent device corresponding to the real-time management demand command, the real-time indicator data of the power intelligent device is filtered to be the real-time key indicator data of the power intelligent device corresponding to the real-time management demand command when the following formula is satisfied. A specific embodiment can be: the method for building a visualization platform for power intelligent device management, in the step of collecting various real-time indicator data of the power intelligent device and filtering the real-time key indicator data of the power intelligent device corresponding to the real-time management demand command issued by the user, the filtering method for the real-time key indicator data of the power intelligent device corresponding to the real-time management demand command includes the following expression:

[0072]

[0073] In the formula, D represents real-time management demand command data, and G... k δ represents the k-th real-time key indicator data of the smart power device. k ω represents the acquisition error of the k-th real-time key indicator data of the power intelligent device, 1≤k≤K, where k is a positive integer, K represents the total number of real-time key indicator data of the power intelligent device, and ω represents the filtering threshold. This represents the limit as K approaches infinity.

[0074] like Figure 2 As shown in the figure, one embodiment of the application provides a visualization platform construction system for the management of intelligent power devices, which may specifically include:

[0075] The real-time key indicator data filtering module is used to collect various real-time indicator data of the power intelligent equipment, and according to the real-time management requirements instructions issued by the user for the power intelligent equipment, to filter the real-time key indicator data of the power intelligent equipment that corresponds to the real-time management requirements instructions from the various real-time indicator data of the power intelligent equipment.

[0076] An anomaly difference judgment module is used to obtain historical key indicator data of the power intelligent equipment corresponding to the real-time management demand instruction, and to determine whether there are any abnormal differences between the real-time key indicator data and the historical key indicator data.

[0077] The first real-time visualization platform building module is used to build a real-time visualization platform corresponding to the real-time management requirements command issued by the user for the intelligent power equipment if there is an abnormal difference between the real-time key indicator data and the historical key indicator data.

[0078] The second real-time visualization platform building module is used to build a system corresponding to the real-time management requirement command issued by the user for the power intelligent equipment based on the real-time key indicator data of the selected power intelligent equipment corresponding to the real-time management requirement command, if there is no abnormal difference between the real-time key indicator data and the historical key indicator data.

[0079] The aforementioned visualization platform system for managing intelligent power devices may further include:

[0080] The real-time key indicator data prediction module is used to predict the real-time key indicator data of the power smart device corresponding to the real-time management demand command by using historical key indicator data of the power smart device. When the difference between the predicted real-time key indicator data and the actual real-time key indicator data of the selected power smart device corresponding to the real-time management demand command is less than a preset range, a real-time visualization platform corresponding to the real-time management demand command issued by the user for the power smart device is built based on the real-time key indicator data of the selected power smart device corresponding to the real-time management demand command.

[0081] The aforementioned visualization platform system for managing intelligent power devices may further include:

[0082] The power intelligent equipment scheduling module is used to set standard real-time indicator data for each real-time indicator data of the power intelligent equipment. When the difference between at least one real-time indicator data of the power intelligent equipment and the set standard real-time indicator data exceeds a preset range, the module issues a message indicating that the power intelligent equipment indicator data is abnormal, suspends the operation of the power intelligent equipment with abnormal indicator data, and simultaneously schedules power intelligent equipment with normal indicator data in the power system to temporarily replace the power intelligent equipment with abnormal indicator data.

[0083] The aforementioned visualization platform system for managing intelligent power devices may further include:

[0084] The temporary visualization platform building module is used to build a temporary visualization platform based on the filtered real-time key indicator data of the power intelligent equipment corresponding to the real-time management requirement command when historical key indicator data of the power intelligent equipment corresponding to the real-time management requirement command cannot be obtained. The module verifies whether the temporary visualization platform meets the real-time management requirement command issued by the user for the power intelligent equipment. If it does, the temporary visualization platform is used as the built real-time visualization platform; otherwise, the information on the need for optimization and upgrade of the management of the power intelligent equipment is sent to the user.

[0085] It should be noted that the system embodiments described above are merely illustrative. The modules described as separate components may or may not be physically separate, and the components shown as modules may or may not be physical modules; that is, they may be located in one place or distributed across multiple network units. Some or all of the modules can be selected to achieve the purpose of this embodiment according to actual needs. Furthermore, in the system embodiment drawings provided in this application, the connection relationships between modules indicate that they have communication connections, which can be implemented as one or more communication buses or signal lines. Those skilled in the art can understand and implement this without creative effort. The above schematic diagrams are merely examples of a visualization platform construction system for power intelligent device management and do not constitute a limitation on such a system. It may include more or fewer components than illustrated, or combine certain components, or use different components.

[0086] Based on the above method embodiments, this application provides corresponding terminal embodiments.

[0087] Another embodiment of this application provides a terminal, including a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor. When the processor executes the computer program, it implements a visualization platform construction method for power intelligent device management as described in any embodiment of this application.

[0088] For example, in this embodiment, the computer program can be divided into one or more modules, which are stored in the memory and executed by the processor to complete the present application. The one or more modules may be a series of computer program instruction segments capable of performing a specific function, which describe the execution process of the computer program in the device.

[0089] The aforementioned terminals can be computing devices such as desktop computers, laptops, handheld computers, and cloud servers. These devices may include, but are not limited to, processors and memory.

[0090] The processor referred to can be a Central Processing Unit (CPU), or other general-purpose processors, digital signal processors (DSPs), application-specific integrated circuits (ASICs), field-programmable gate arrays (FPGAs), or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general-purpose processor can be a microprocessor or any conventional processor. This processor is the control center of the device, connecting various parts of the device via various interfaces and lines.

[0091] The aforementioned memory can be used to store the aforementioned computer programs and / or modules. The aforementioned processor implements various functions of the aforementioned device by running or executing the computer programs and / or modules stored in the aforementioned memory, and by calling data stored in the memory. The aforementioned memory may mainly include a program storage area and a data storage area, wherein the program storage area may store the operating system, at least one application program required for a function, etc. In addition, the memory may include high-speed random access memory, and may also include non-volatile memory, such as hard disk, RAM, plug-in hard disk, smart media card (SMC), secure digital (SD) card, flash card, at least one disk storage device, flash memory device, or other volatile solid-state storage device.

[0092] Based on the above method embodiments, this application provides corresponding storage medium embodiments.

[0093] Another embodiment of this application provides a storage medium including a stored computer program, wherein, when the computer program is running, it controls the device where the storage medium is located to execute a visualization platform construction method for power intelligent device management as described in any embodiment of this application.

[0094] In this embodiment, the storage medium is a computer-readable storage medium, and the computer program includes computer program code, which may be in the form of source code, object code, executable file, or some intermediate form. The computer-readable medium may include any entity or device capable of carrying the computer program code, recording media, USB flash drive, portable hard drive, magnetic disk, optical disk, computer memory, read-only memory (ROM), random access memory (RAM), electrical carrier signals, telecommunication signals, and software distribution media, etc.

[0095] In the embodiments described above in this application, the enterprise's internal and external networks are integrated, enabling internal staff participating in the enterprise's internal network project to access external network information related to the project simply by logging into the enterprise's internal network. This allows for very convenient access to relevant information about the enterprise's internal network project. By setting up external network access accounts for internal staff participating in the project to access the project-related external network information, and by setting different external network access permissions for different external network access accounts, internal staff participating in the enterprise's internal network project can conveniently and accurately obtain relevant external network information about the project they are participating in.

[0096] The above are preferred embodiments of this application. It should be noted that, for those skilled in the art, several improvements and modifications can be made without departing from the principles of this application, and these improvements and modifications are also considered to be within the scope of protection of this application.

Claims

1. A method for building a visualization platform for the management of intelligent power devices, characterized in that, Includes the following steps: Collect real-time indicator data of various power intelligent devices, and according to the real-time management requirements issued by the user for the power intelligent devices, filter the real-time key indicator data of the power intelligent devices that correspond to the real-time management requirements from the real-time indicator data of the power intelligent devices; Obtain historical key indicator data of the power intelligent device corresponding to the real-time management demand instruction, and determine whether there are any abnormal differences between the real-time key indicator data and the historical key indicator data; If there is an abnormal difference between the real-time key indicator data and the historical key indicator data, then based on the historical key indicator data, a real-time visualization platform corresponding to the real-time management requirements command issued by the user for the intelligent power equipment is built. If there are no abnormal differences between the real-time key indicator data and the historical key indicator data, then based on the real-time key indicator data of the power intelligent equipment corresponding to the selected real-time management demand command, a real-time visualization platform corresponding to the real-time management demand command issued by the user for the power intelligent equipment is built.

2. The method for building a visualization platform for the management of intelligent power devices according to claim 1, characterized in that, It also includes the following steps: By using historical key indicator data of the power smart device corresponding to the real-time management demand command, the real-time key indicator data of the power smart device corresponding to the real-time management demand command is predicted. When the difference between the predicted real-time key indicator data and the actual real-time key indicator data of the selected power smart device corresponding to the real-time management demand command is less than a preset range, a real-time visualization platform corresponding to the real-time management demand command issued by the user for the power smart device is built based on the real-time key indicator data of the selected power smart device corresponding to the real-time management demand command.

3. The method for building a visualization platform for the management of intelligent power devices according to claim 1, characterized in that, In the step of acquiring historical key indicator data of the power intelligent device corresponding to the real-time management demand instruction, and determining whether there are abnormal differences between the real-time key indicator data and the historical key indicator data, the method for determining whether there are abnormal differences between the real-time key indicator data and the historical key indicator data includes the following expression: In the formula, S n Let α represent the nth real-time key indicator data. n H represents the weight of the nth real-time key indicator data, 1≤n≤N, where n is a positive integer and N represents the total number of real-time key indicator data. m Let β represent the m-th historical key indicator data. m σ represents the weight of the m-th historical key indicator data, 1≤m≤M, where m is a positive integer, M represents the total number of historical key indicator data, and σ represents a preset constant.

4. The method for building a visualization platform for the management of intelligent power devices according to claim 1, characterized in that, It also includes the following steps: Standard real-time indicator data is set for each real-time indicator data of the power intelligent device. When the difference between at least one real-time indicator data of the power intelligent device and the set standard real-time indicator data exceeds a preset range, an abnormal indicator data information of the power intelligent device is issued, and the operation of the power intelligent device with abnormal indicator data is suspended. At the same time, power intelligent devices with normal indicator data in the power system are dispatched to temporarily replace the power intelligent device with abnormal indicator data.

5. The method for building a visualization platform for the management of intelligent power devices according to claim 1, characterized in that, It also includes the following steps: When historical key indicator data of the power intelligent device corresponding to the real-time management requirement instruction cannot be obtained, a temporary visualization platform is built based on the selected real-time key indicator data of the power intelligent device corresponding to the real-time management requirement instruction. The temporary visualization platform is then used to verify whether it meets the real-time management requirement instruction for the power intelligent device issued by the user. If it does, the temporary visualization platform is used as the built real-time visualization platform; otherwise, information on the need for optimization and upgrade of the power intelligent device management is sent to the user.

6. The method for building a visualization platform for the management of intelligent power devices according to claim 1, characterized in that, In the step of collecting various real-time indicator data of the power intelligent device and, according to the user's real-time management requirement instruction for the power intelligent device, filtering the real-time key indicator data of the power intelligent device corresponding to the real-time management requirement instruction from the various real-time indicator data of the power intelligent device, the method for filtering the real-time key indicator data of the power intelligent device corresponding to the real-time management requirement instruction includes the following expression: In the formula, D represents real-time management demand command data, and G... k δ represents the k-th real-time key indicator data of the smart power device. k ω represents the acquisition error of the k-th real-time key indicator data of the power intelligent device, 1≤k≤K, k is a positive integer, K represents the total number of real-time key indicator data of the power intelligent device, and ω represents the screening threshold.

7. A visualization platform construction system for the management of intelligent power equipment, characterized in that, include: The real-time key indicator data filtering module is used to collect various real-time indicator data of the power intelligent equipment, and according to the real-time management requirements instructions issued by the user for the power intelligent equipment, to filter the real-time key indicator data of the power intelligent equipment that corresponds to the real-time management requirements instructions from the various real-time indicator data of the power intelligent equipment. An anomaly difference judgment module is used to obtain historical key indicator data of the power intelligent equipment corresponding to the real-time management demand instruction, and to determine whether there are any abnormal differences between the real-time key indicator data and the historical key indicator data. The first real-time visualization platform building module is used to build a real-time visualization platform corresponding to the real-time management requirements command issued by the user for the intelligent power equipment if there is an abnormal difference between the real-time key indicator data and the historical key indicator data. The second real-time visualization platform building module is used to build a system corresponding to the real-time management requirement command issued by the user for the power intelligent equipment based on the real-time key indicator data of the selected power intelligent equipment corresponding to the real-time management requirement command, if there is no abnormal difference between the real-time key indicator data and the historical key indicator data.

8. The visualization platform construction system for power intelligent equipment management according to claim 7, characterized in that, Also includes: The real-time key indicator data prediction module is used to predict the real-time key indicator data of the power smart device corresponding to the real-time management demand command by using historical key indicator data of the power smart device. When the difference between the predicted real-time key indicator data and the actual real-time key indicator data of the selected power smart device corresponding to the real-time management demand command is less than a preset range, a real-time visualization platform corresponding to the real-time management demand command issued by the user for the power smart device is built based on the real-time key indicator data of the selected power smart device corresponding to the real-time management demand command.

9. The visualization platform construction system for intelligent power equipment management according to claim 7, characterized in that, Also includes: The power intelligent equipment scheduling module is used to set standard real-time indicator data for each real-time indicator data of the power intelligent equipment. When the difference between at least one real-time indicator data of the power intelligent equipment and the set standard real-time indicator data exceeds a preset range, the module issues a message indicating that the power intelligent equipment indicator data is abnormal, suspends the operation of the power intelligent equipment with abnormal indicator data, and simultaneously schedules power intelligent equipment with normal indicator data in the power system to temporarily replace the power intelligent equipment with abnormal indicator data.

10. The visualization platform construction system for intelligent power equipment management according to claim 7, characterized in that, Also includes: The temporary visualization platform building module is used to build a temporary visualization platform based on the filtered real-time key indicator data of the power intelligent equipment corresponding to the real-time management requirement command when historical key indicator data of the power intelligent equipment corresponding to the real-time management requirement command cannot be obtained. The module verifies whether the temporary visualization platform meets the real-time management requirement command issued by the user for the power intelligent equipment. If it does, the temporary visualization platform is used as the built real-time visualization platform; otherwise, the information on the need for optimization and upgrade of the management of the power intelligent equipment is sent to the user.

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