Method, device, computer equipment and computer-readable storage medium for determining evaluation index of power equipment operating status

Abstract

The present application relates to a method, device, computer equipment, computer-readable storage medium and computer program product for determining evaluation indicators of the operating status of electric power equipment, and relates to the field of power grid technology. The method includes: determining multiple types of electric power equipment to be evaluated for operating status; determining the operating conditions of the electric power equipment of each type of equipment, and at least one equipment component constituting the electric power equipment of each type of equipment; obtaining the historical operating data of each equipment component of the electric power equipment of each type of equipment under the corresponding operating conditions, and the historical operating status of the electric power equipment of each type of equipment under the corresponding operating conditions; based on the historical operating data and historical operating status corresponding to the electric power equipment of each type of equipment, determining the evaluation indicators for evaluating the operating status of the electric power equipment of each type of equipment. The use of this method can improve the reliability of the evaluation results of the operating status of the electric power equipment.

Description

Technical Field

[0001] The present application relates to the field of power grid technology, and in particular to a method, device, computer equipment, computer-readable storage medium, and computer program product for determining evaluation indicators of the operating status of power equipment. Background Art

[0002] The operating status of the power equipment is reflected by the operating data of the power equipment. However, there are many types of power equipment, and different power equipment involves different operating data, and each power equipment may also involve multiple operating data; therefore, it is necessary to determine an evaluation index for evaluating the operating status of the power equipment.

[0003] In the related art, evaluation indicators are usually determined based on the knowledge and experience of experts. Therefore, it is easy for the determined evaluation indicators to be affected by subjective factors, which in turn easily leads to low reliability of the evaluation results of the operating status of the power equipment. Summary of the invention

[0004] Based on this, it is necessary to address the technical problem of low reliability of the above-mentioned power equipment operating status evaluation results, and to provide a method, device, computer equipment, computer-readable storage medium and computer program product for determining the evaluation indicators of the power equipment operating status, which can improve the reliability of the power equipment operating status evaluation results.

[0005] In a first aspect, the present application provides a method for determining an evaluation index of an operating state of an electric power device, comprising:

[0006] Identifying multiple equipment types of electrical equipment to be evaluated for operating conditions;

[0007] Determining the operating conditions of the electrical equipment of each equipment category and at least one equipment component constituting the electrical equipment of each equipment category;

[0008] Acquire historical operation data of each device component of each type of electric power equipment under corresponding operation conditions, and historical operation status of the electric power equipment of each type of equipment under the corresponding operation conditions; the historical operation data is operation data within a historical time interval, and the historical operation status is operation status within the historical time interval;

[0009] Based on the historical operation data and historical operation status corresponding to the electric power equipment of each equipment type, an evaluation index for evaluating the operation status of the electric power equipment of each equipment type is determined.

[0010] In a second aspect, the present application also provides a device for determining an evaluation index of an operating state of an electric power device, comprising:

[0011] A first determination module is used to determine multiple types of power equipment to be evaluated for operating status;

[0012] A second determination module, configured to determine an operating condition of an electric power device of each device type and at least one device component constituting the electric power device of each device type;

[0013] An information acquisition module, used to acquire historical operation data of each device component of each type of power equipment under corresponding operation conditions, and historical operation status of the power equipment of each type of equipment under the corresponding operation conditions; the historical operation data is the operation data within a historical time interval, and the historical operation status is the operation status within the historical time interval;

[0014] The indicator determination module is used to determine the evaluation indicator for evaluating the operating status of the power equipment of each equipment type based on the historical operating data and historical operating status corresponding to the power equipment of each equipment type.

[0015] In a third aspect, the present application further provides a computer device, including a memory and a processor, wherein the memory stores a computer program, and when the processor executes the computer program, each step in the above-mentioned method for determining the evaluation index of the operating status of the power equipment is implemented.

[0016] In a fourth aspect, the present application further provides a computer-readable storage medium having a computer program stored thereon, and when the computer program is executed by a processor, the steps in the above-mentioned method for determining evaluation indicators of the operating status of power equipment are implemented.

[0017] In a fifth aspect, the present application also provides a computer program product, including a computer program, which, when executed by a processor, implements the steps in the above-mentioned method for determining evaluation indicators of the operating status of power equipment.

[0018] The above-mentioned method, device, computer equipment, computer-readable storage medium and computer program product for determining the evaluation index of the operating status of electric power equipment are as follows: first, multiple types of electric power equipment to be evaluated for the operating status are determined; then, the operating conditions of the electric power equipment of each type of equipment, and at least one equipment component constituting the electric power equipment of each type of equipment are determined; then, the historical operating data of each equipment component of the electric power equipment of each type of equipment under the corresponding operating conditions, and the historical operating status of the electric power equipment of each type of equipment under the corresponding operating conditions are obtained; the historical operating data are the operating data within a historical time interval, and the historical operating status are the operating status within a historical time interval; finally, based on the historical operating data and historical operating status corresponding to the electric power equipment of each type of equipment, the evaluation index for evaluating the operating status of the electric power equipment of each type of equipment is determined. In this way, for each type of power equipment, based on the historical operating status of the power equipment of this type of equipment under the corresponding operating conditions and historical time intervals, as well as the historical operating data of each equipment component corresponding to the power equipment of this type of equipment in the historical time intervals, it is possible to determine the evaluation index for evaluating the operating status of the power equipment of this type of equipment; the method for determining the evaluation index of the operating status of power equipment based on the above process no longer relies on the knowledge and experience of experts to determine the evaluation index; therefore, the determined evaluation index is not easily affected by subjective factors, thereby improving the reliability of the evaluation results of the operating status of the power equipment. BRIEF DESCRIPTION OF THE DRAWINGS

[0019] In order to more clearly illustrate the technical solutions in the embodiments of the present application or related technologies, the drawings required for use in the embodiments of the present application or related technical descriptions will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other related drawings can be obtained based on these drawings without paying creative work.

[0020] Figure 1 An application environment diagram of a method for determining an evaluation index of an electric power equipment operating state in one embodiment;

[0021] Figure 2 A schematic diagram of a flow chart of a method for determining an evaluation index of an operating state of an electric power device in one embodiment;

[0022] Figure 3 A flowchart of a step of determining an evaluation index for evaluating the operating status of electric power equipment of each equipment type based on historical operating data and historical operating status corresponding to electric power equipment of each equipment type in one embodiment;

[0023] Figure 4A flowchart of a step of determining at least one evaluation index corresponding to a device component when a difference between first operating data and second operating data of the device component meets a preset condition in one embodiment;

[0024] Figure 5 A flowchart of steps for displaying the operation status evaluation result of the corresponding associated power equipment to each system account through a display page of the power equipment operation monitoring system in one embodiment;

[0025] Figure 6 This is a schematic diagram of a display page when there is only one associated power plant in an embodiment;

[0026] Figure 7 It is a schematic diagram of a display page when there is only one associated power plant in another embodiment;

[0027] Figure 8 A flowchart of steps for displaying the operation status evaluation result of the corresponding associated power equipment to each system account through a display page of the power equipment operation monitoring system in another embodiment;

[0028] Fig. 9 This is a schematic diagram of a display page when there are multiple associated power plants in an embodiment;

[0029] Fig.10 It is a schematic diagram of a display page when there are multiple associated power plants in another embodiment;

[0030] Fig.11 A schematic diagram of a display page when there are multiple associated power plants in yet another embodiment;

[0031] Fig.12 It is a flowchart of a method for determining an evaluation index of an operating state of an electric power device in another embodiment;

[0032] Fig.13 A structural block diagram of a device for determining an evaluation index of an electric power equipment operating state in one embodiment;

[0033] Fig.14 FIG. 4 is a diagram showing the internal structure of a computer device in one embodiment. DETAILED DESCRIPTION

[0034] In order to make the purpose, technical solution and advantages of the present application more clearly understood, the present application is further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application and are not used to limit the present application.

[0035] It should be noted that the user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data used for analysis, stored data, displayed data, etc.) involved in this application are all information and data authorized by the user or fully authorized by all parties, and the collection, use and processing of relevant data must comply with relevant regulations.

[0036] The method for visualizing the operation data of the electric power equipment provided in the embodiment of the present application can be applied to Figure 1 In the application environment shown, the power equipment operation monitoring system 102 and the terminal 104 installed with the application corresponding to the power equipment operation monitoring system are installed in the application environment. The power equipment operation monitoring system is installed on the corresponding server, and the system user of the power equipment operation monitoring system can log in to his system account under the power equipment operation monitoring system through the application installed on the terminal 104. Among them, the power equipment operation monitoring system 102 and the terminal 104 communicate through the network. The power equipment operation monitoring system 102 can be an independent physical server, or a server cluster or distributed system composed of multiple physical servers, or a cloud server providing cloud computing services; the terminal 104 can be, but is not limited to, various laptops, smart phones, tablet computers, etc.

[0037] Among them, the power equipment operation monitoring system is used to determine corresponding evaluation indicators for evaluating the operating status of power equipment under multiple equipment types in multiple power plants. Each power plant has multiple power equipment under each equipment type. The power equipment of each equipment type is composed of at least one equipment component, and each equipment component has at least one corresponding measuring point.

[0038] Among them, there are multiple system accounts under the power equipment operation monitoring system.

[0039] Among them, multiple equipment types include generators, turbines, water inlet valves, technical water supply pumps, excitation systems, speed governors, SFCs (Static Frequency Converters), GCBs (Generator Circuit Breakers), GISs (Gas Insulated Switchgears), main transformers and export busbars.

[0040] Among them, the measurement point is the organization method of time series data in the power system in the power field, and one measurement point corresponds to one data item; for example, taking the power equipment as a turbine, the water guide of the turbine is an equipment component of the turbine, the water guide oil temperature of the water guide is a measurement point of the water guide, and the water guide bearing temperature of the water guide is a measurement point of the water guide.

[0041] Among them, for the water turbine, the corresponding measuring points of each equipment component include water guide bearing temperature, water guide oil temperature, water guide oil level, main shaft seal temperature, top cover vibration, water guide swing, air tightness when the pressurized water tank is shut down, water guide circulating oil pump starting efficiency and water pump turbine pressurized water replenishment hydraulic valve action time.

[0042] Among them, for the water inlet valve, the measuring points corresponding to each equipment component include the opening time of the ball valve, the duration of the seal operation downstream of the water inlet valve, the operating time of the water inlet valve filter, the intermittent time of the water inlet valve filter, the single closing time of the ball valve, the exit time of the seal downstream of the water inlet valve, the average pressure of the relay during the opening process of the ball valve, and the average pressure of the relay during the closing process of the ball valve.

[0043] For the technical water supply pump, the measuring points corresponding to each equipment component include the starting time of the technical water supply pump, the soft start-to-bypass time of the technical water supply pump and the average pressure difference of the technical water supply pump.

[0044] For the excitation system, the measuring points corresponding to each equipment component include steady-state excitation voltage, electrical braking time under pumping condition, excitation and voltage buildup time under pumping condition, steady-state excitation current, electrical braking time under power generation condition and excitation and voltage buildup time under power generation condition.

[0045] For the speed governor, the measuring points corresponding to each equipment component include the opening time of the guide vane no-load limit in the power generation condition, the extreme oil pressure after the pressure oil tank unit is shut down, the extreme oil level after the pressure oil tank unit is shut down, the oil pump load interval in the pumping condition, the guide vane servo hydraulic lock input time, the guide vane servo hydraulic lock exit time, the pressure oil tank air supply action opening time, the pressure oil tank air supply action closing, the oil level extreme value after the oil collecting tank unit is shut down, and the oil temperature extreme value after the oil collecting tank unit is shut down.

[0046] For SFC, the measurement points corresponding to each equipment component include the output current of the SFC traction unit, the action time of the SFC export circuit breaker, the time from the start of SFC boost start to the SFC release synchronization, the output voltage of the SFC traction unit, the action time of the SFC export circuit breaker and the time from SFC boost start readiness to the start of SFC boost start.

[0047] For GCB, the measurement points corresponding to each equipment component include monitoring signals, operating status and real-time overall health status of the generator output switch.

[0048] For GIS, the measurement points corresponding to each equipment component include the overall health evaluation of GIS equipment, the status evaluation of GIS equipment, the number of circuit breakers, the number of isolation switches, the number of grounding switches, the number of lightning arresters, the number of current transformers and the evaluation status of voltage transformers.

[0049] For the main transformer, the measurement points corresponding to each equipment component include the overall health evaluation of the main transformer, the number of bushings, the number of cooler systems, the number of main transformer oil data analysis, the number of core clamps and the main transformer equipment status evaluation.

[0050] For the export bus, the measurement points corresponding to each equipment component include the overall health status evaluation of the generator export bus system, the number of generator export switches, the number of electrical brake switches, the number of phase-changing switches, the number of starting bus section disconnectors and the equipment status evaluation of the generator export bus system.

[0051] Specifically, first, the power equipment operation monitoring system 102 determines multiple types of power equipment to be evaluated for operating status; then, the power equipment operation monitoring system 102 determines the operating conditions of the power equipment of each type of equipment, and at least one equipment component that constitutes the power equipment of each type of equipment; next, the power equipment operation monitoring system 102 obtains the historical operating data of each equipment component of the power equipment of each type of equipment under the corresponding operating conditions, and the historical operating status of the power equipment of each type of equipment under the corresponding operating conditions; the historical operating data is the operating data within a historical time interval, and the historical operating status is the operating status within a historical time interval; finally, the power equipment operation monitoring system 102 determines the evaluation index for evaluating the operating status of the power equipment of each type of equipment based on the historical operating data and historical operating status corresponding to the power equipment of each type of equipment.

[0052] After obtaining the evaluation indicators for evaluating the operating status of each type of power equipment, the power equipment operation monitoring system 102 evaluates the operating status of each type of power equipment based on the corresponding evaluation indicators, obtains the operating status evaluation results of each type of power equipment, and displays the operating status evaluation results to each system account through the display page of the power equipment operation monitoring system and the terminal 104 logged in to each system account, so as to realize the visualization of the operating status evaluation results.

[0053] In an exemplary embodiment, Figure 2 As shown, a method for determining the evaluation index of the operating status of power equipment is provided, and the method is applied to Figure 1 The power equipment operation monitoring system in the example is used to illustrate, including the following steps:

[0054] Step S202: determining multiple types of power equipment for which operation status evaluation is to be performed.

[0055] There are multiple electrical equipment under each equipment type.

[0056] Specifically, the power equipment operation monitoring system determines power equipment of each equipment type for which operation status evaluation is to be performed.

[0057] Step S204: determining the operating conditions of the power equipment of each equipment type and at least one equipment component constituting the power equipment of each equipment type.

[0058] The operating conditions are used to describe the specific functions of the power equipment of this type of equipment, for example, whether it undertakes the task of pumping water or the task of generating electricity in the power system.

[0059] Specifically, for each type of power equipment, the power equipment operation monitoring system determines the specific function of the power equipment of this type of equipment in the power system, thereby determining the operating conditions of the power equipment of this type of equipment, and simultaneously analyzes the composition structure of the power equipment of this type of equipment, and splits the power equipment of this type of equipment into at least one equipment component.

[0060] Step S206, acquiring the historical operation data of each device component of the power equipment of each device type under the corresponding operation conditions, and the historical operation status of the power equipment of each device type under the corresponding operation conditions.

[0061] The historical operation data refers to the operation data within the historical time interval, and the historical operation status refers to the operation status within the historical time interval.

[0062] Among them, the power equipment operation monitoring system can read and store the operation data of the power equipment in real time, and evaluate and store the operation status of the power equipment based on the operation data of the power equipment.

[0063] Specifically, for each type of power equipment, the power equipment operation monitoring system reads the historical operation data of the power equipment of this type within the historical time interval from the data table internally used to store the operation data of the power equipment, and reads the historical operation status of the power equipment of this type within the historical time interval from the data table internally used to store the operation status of the power equipment.

[0064] Step S208 : determining an evaluation index for evaluating the operating status of the power equipment of each equipment type based on the historical operating data and historical operating status corresponding to the power equipment of each equipment type.

[0065] Specifically, for each type of power equipment, the power equipment operation monitoring system analyzes the historical operation data of each device component of the power equipment of this type of equipment in the historical time interval, and the historical operation status of the power equipment of this type of equipment in the historical time interval, and determines the relationship between the historical operation data and the historical operation status of each device component, such as the change or distribution of the historical operation data when the historical operation status is an abnormal state; then, based on the relationship between the historical operation data and the historical operation status of each device component, the power equipment operation monitoring system filters out the device components related to the abnormal state from each device component, and determines the data indicators related to the abnormal state for the device components related to the abnormal state; finally, the power equipment operation monitoring system determines the various data indicators related to the abnormal state as evaluation indicators for evaluating the operation status of the power equipment of this type of equipment.

[0066] In the above-mentioned method for determining the evaluation index of the operating status of power equipment, for each type of power equipment, the power equipment operation monitoring system can determine the evaluation index for evaluating the operating status of the power equipment of this type of equipment based on the historical operating status of the power equipment of this type of equipment under the corresponding operating conditions and in the historical time interval, as well as the historical operating data of each equipment component corresponding to the power equipment of this type of equipment in the historical time interval; the method for determining the evaluation index of the operating status of power equipment based on the above-mentioned process no longer relies on the knowledge and experience of experts to determine the evaluation index; therefore, the determined evaluation index is not easily affected by subjective factors, thereby improving the reliability of the evaluation results of the operating status of the power equipment.

[0067] In an exemplary embodiment, Figure 3 As shown, the above step S208, based on the historical operation data and historical operation status corresponding to the power equipment of each equipment type, determines the evaluation index for evaluating the operation status of the power equipment of each equipment type, specifically including the following steps:

[0068] Step S302, for each type of electrical equipment, the time period in the historical time interval corresponding to the electrical equipment of the equipment type during which the corresponding historical operating status is abnormal is determined as an abnormal time period, and the time period in the historical time interval during which the corresponding historical operating status is normal is determined as a normal time period.

[0069] Step S304: determining the first operating data of each device component in an abnormal time period and the second operating data in a normal time period from the historical operating data of each device component of the power equipment of the device type.

[0070] Step S306: for each equipment component, when the difference between the first operating data and the second operating data of the equipment component meets a preset condition, determine at least one evaluation index corresponding to the equipment component.

[0071] Step S308: Determine the evaluation index corresponding to each device component as the evaluation index for evaluating the operating status of the power equipment of the device type.

[0072] There is at least one abnormal time period in the historical time interval, and at least one normal time period in the historical time interval.

[0073] Among them, the first operating data of each equipment component in the abnormal time period is the historical operating data of the equipment component in the abnormal time period; the second operating data of each equipment component in the normal time period is the historical operating data of the equipment component in the normal time period.

[0074] Specifically, for each type of power equipment, the power equipment operation monitoring system divides the historical time interval into at least one abnormal time period and at least one normal time period according to the historical operating status of the power equipment of that type of equipment in the historical time interval, wherein the abnormal time period refers to the time period when the corresponding historical operating status is abnormal, and the normal time period refers to the time period when the corresponding historical operating status is normal.

[0075] Then, the power equipment operation monitoring system divides the operation data of each equipment component of the power equipment of this equipment type into corresponding first operation data and second operation data according to the division of abnormal time periods and normal time periods, wherein the first operation data refers to the historical operation data in the abnormal time period, and the second operation data refers to the historical operation data in the normal time period.

[0076] Next, for each equipment component, the power equipment operation monitoring system compares its first operation data in the abnormal time period (i.e., when the power equipment of this equipment type is in an abnormal state) with its second operation data in the normal time period (i.e., when the power equipment of this equipment type is in a normal state), and determines the difference between the two; if the difference between the two is small, it means that the abnormality of the power equipment of this equipment type is less related to the equipment component, so the equipment component cannot better reflect whether the power equipment of this equipment type is abnormal; if the difference between the two is large, it means that the abnormality of the power equipment of this equipment type is more related to the equipment component, so the equipment component can better reflect whether the power equipment of this equipment type is abnormal, and thus determine at least one evaluation indicator corresponding to the equipment component.

[0077] In a specific application, the power equipment operation monitoring system can distinguish the abnormal states of power equipment of each type according to the abnormal causes, and perform the above step S306 for the abnormal state under each abnormal cause.

[0078] Finally, the power equipment operation monitoring system determines the evaluation index corresponding to each equipment component as the evaluation index used to evaluate the operation status of the power equipment of the equipment type.

[0079] In this embodiment, the power equipment operation monitoring system can determine the relationship between the historical operation data and the historical operation status of each equipment component by analyzing the historical operation data and the corresponding historical operation status of the power equipment of each type of equipment, and then determine the equipment component that can better reflect whether the power equipment is abnormal from the various equipment components, and determine the corresponding evaluation index for the determined equipment component to obtain the evaluation index that can better reflect whether the power equipment is abnormal; the method for determining the evaluation index of the power equipment operation status based on the above process no longer relies on the knowledge and experience of experts to determine the evaluation index. Therefore, the determined evaluation index is not easily affected by subjective factors, thereby improving the reliability of the evaluation results of the power equipment operation status.

[0080] In an exemplary embodiment, the historical operating data of each equipment component includes the historical operating data of the equipment component at at least one corresponding measuring point; for example, for a water turbine, the measuring points of the water guide of its equipment component include water guide bearing temperature, water guide oil temperature and water guide oil level, then the historical operating data of the water guide includes historical water guide bearing temperature, historical water guide oil temperature and historical water guide oil level.

[0081] like Figure 4 As shown, the above step S306, when the difference between the first operating data and the second operating data of the equipment component meets the preset condition, determines at least one evaluation index corresponding to the equipment component, specifically including the following steps:

[0082] Step S402, for each measuring point of the equipment component, determine the first indicator value of the first operating data of the equipment component at the measuring point under each data indicator in the preset multiple data indicators, and determine the second indicator value of the second operating data of the equipment component at the measuring point under each data indicator.

[0083] Step S404: for each data indicator, when the difference between the first indicator value and the second indicator value under the data indicator is greater than or equal to the corresponding preset threshold, determine the data indicator under the measuring point as an evaluation indicator corresponding to the equipment component.

[0084] Among them, each data indicator is used to characterize the distribution of data; in specific applications, the preset multiple data indicators include peak-to-peak value, average value, maximum value and minimum value.

[0085] Each measurement point has a corresponding preset threshold value under each data indicator. For example, the peak-to-peak value of the water-conducting tile temperature corresponds to a preset threshold value, the average value of the water-conducting tile temperature corresponds to a preset threshold value, the maximum value of the water-conducting tile temperature corresponds to a preset threshold value, and the minimum value of the water-conducting tile temperature corresponds to a preset threshold value.

[0086] Specifically, for each measuring point of the equipment component, the power equipment operation monitoring system determines the first operating data of the equipment component at the measuring point (that is, the historical operating data of the equipment component corresponding to the measuring point during the abnormal time period), the first indicator value under each preset data indicator, and determines the second operating data of the equipment component at the measuring point (that is, the historical operating data of the equipment component corresponding to the measuring point during the normal time period), and the second indicator value under each preset data indicator.

[0087] Then, for each data indicator, the power equipment operation monitoring system calculates the difference between the first indicator value and the second indicator value under the data indicator, and compares the difference with the preset threshold value corresponding to the measuring point under the data indicator.

[0088] If the difference is smaller than the corresponding preset threshold, it means that the first indicator value does not deviate from the second indicator value, that is, the first operating data of the equipment component at the measuring point (the historical operating data within the abnormal time period) meets the data characteristics of the operating data of the equipment component at the measuring point under the data indicator. Therefore, it indicates that the abnormality of the electrical equipment of this type of equipment is less correlated with the measuring point of the equipment component, and further indicates that the measuring point of the equipment component cannot well reflect whether the electrical equipment of this type of equipment is abnormal.

[0089] If the difference is greater than or equal to the corresponding preset threshold, it means that the first indicator value deviates from the second indicator value, that is, the first operating data of the equipment component at the measuring point (the historical operating data within the abnormal time period) does not meet the data characteristics of the operating data of the equipment component at the measuring point under the data indicator. Therefore, it means that the abnormality of the power equipment of this type of equipment is closely related to the measuring point of the equipment component, and further indicates that the measuring point of the equipment component can better reflect whether the power equipment of this type of equipment is abnormal. Therefore, the power equipment operation monitoring system determines the data indicator of the equipment component at the measuring point as an evaluation indicator corresponding to the equipment component.

[0090] For example, taking a water turbine as an example, assuming that the measurement points of the water guide of its equipment components include water guide bearing temperature, water guide oil temperature and water guide oil level, the preset multiple data indicators are peak-to-peak value, average value, maximum value and minimum value.

[0091] For the measuring point "water conduction tile temperature", first, the power equipment operation monitoring system calculates the peak-to-peak value of the first water conduction tile temperature, the average value of the first water conduction tile temperature, the maximum value of the first water conduction tile temperature and the minimum value of the first water conduction tile temperature in the abnormal time period, and calculates the peak-to-peak value of the second water conduction tile temperature, the average value of the second water conduction tile temperature, the maximum value of the second water conduction tile temperature and the minimum value of the second water conduction tile temperature in the normal time period.

[0092] Then, the power equipment operation monitoring system calculates the difference between the peak-to-peak value of the first water-conducting bearing temperature and the peak-to-peak value of the second water-conducting bearing temperature, calculates the difference between the average value of the first water-conducting bearing temperature and the average value of the second water-conducting bearing temperature, calculates the difference between the maximum value of the first water-conducting bearing temperature and the maximum value of the second water-conducting bearing temperature, and calculates the difference between the minimum value of the first water-conducting bearing temperature and the minimum value of the second water-conducting bearing temperature.

[0093] If the difference between the first water-conducting tile temperature peak-to-peak value and the second water-conducting tile temperature peak-to-peak value is greater than or equal to the preset threshold corresponding to the water-conducting tile temperature peak-to-peak value, the power equipment operation monitoring system will determine the peak-to-peak value of the water-conducting tile temperature, that is, the peak-to-peak value of the water-conducting tile temperature, as an evaluation indicator corresponding to the water conduction.

[0094] If the difference between the average value of the first water-conductor tile temperature and the average value of the second water-conductor tile temperature is less than the preset threshold corresponding to the average value of the water-conductor tile temperature, the power equipment operation monitoring system will not determine the average value of the water-conductor tile temperature, that is, the average value of the water-conductor tile temperature, as an evaluation indicator corresponding to the water conduction.

[0095] Similarly, for the water-conducting oil temperature and the water-conducting oil level, the process of the power equipment operation monitoring system determining the corresponding evaluation indicators is similar, and this application will not repeat them here.

[0096] In this embodiment, the power equipment operation monitoring system determines the relationship between the historical operation data and the historical operation status of the equipment components at each measurement point according to the measurement points and data indicators, and can determine the measurement points and data indicators of the equipment components that can better reflect whether the power equipment is abnormal, and then obtain the evaluation indicators that can better reflect whether the power equipment is abnormal; the method for determining the evaluation indicators of the power equipment operation status based on the above process no longer relies on the knowledge and experience of experts to determine the evaluation indicators. Therefore, the determined evaluation indicators are not easily affected by subjective factors, thereby improving the reliability of the evaluation results of the power equipment operation status.

[0097] In an exemplary embodiment, there are multiple power devices under each device type; the method for determining the evaluation index of the power device operation status is applied to the power device operation monitoring system, and there are multiple system accounts under the power device operation monitoring system.

[0098] In the above step S208, after determining the evaluation index for evaluating the operating status of the power equipment of each equipment type based on the historical operating data and historical operating status corresponding to the power equipment of each equipment type, the following contents are specifically included: for each power equipment under each equipment type, obtaining the operating data of each equipment component of the power equipment under the corresponding operating conditions; evaluating the operating status of the power equipment according to the evaluation index corresponding to the equipment type and the operating data of each equipment component, and obtaining the operating status evaluation result of the power equipment; determining the associated power equipment of each system account among the power equipment under multiple equipment types; and displaying the operating status evaluation result of the corresponding associated power equipment to each system account through the display page of the power equipment operation monitoring system.

[0099] The associated power equipment of each system account is the power equipment for which the system account has data viewing authority.

[0100] Among them, the operation status evaluation result of the power equipment is used to characterize the operation risk of the power equipment; in specific applications, the power equipment operation monitoring system presets multiple operation status evaluation results, and the operation status evaluation result of the power equipment is any one of the preset multiple operation status evaluation results. In actual applications, the preset multiple operation status evaluation results are normal, caution, abnormal, and warning in order from low to high according to the corresponding operation risks.

[0101] The power equipment operation monitoring system determines the evaluation index based on the above step S208, and is able to evaluate the operating status of each power equipment under each type of equipment; specifically, for each power equipment under each type of equipment, the power equipment operation monitoring system first reads the operating data of each device component of the power equipment under the operating conditions corresponding to the equipment type from the internal data table for storing the operating data of the power equipment; then, the power equipment operation monitoring system calculates the index value of each device component under the corresponding evaluation index based on the operating data of each device component, and evaluates the operating status of the power equipment based on the index value corresponding to each device component, to obtain the operating status evaluation result of the power equipment; then, for each system account, according to the authority information of the system account under the power equipment operation monitoring system, the power equipment operation monitoring system determines at least one power equipment for which the system account has data viewing authority among each power equipment under each type of equipment, as the associated power equipment of the system account; then, the power equipment operation monitoring system displays the operating status evaluation result of its associated power equipment to the system account through its display page.

[0102] The permission information of each system account is used to describe the scope of the data viewing permission of the system account.

[0103] In practical applications, the operating data of each device component of each power device is the operating data of the device component at each corresponding measuring point.

[0104] In this embodiment, the power equipment operation monitoring system determines the evaluation index based on the above step S208, can evaluate the operating status of each power equipment under each type of equipment, and can display the operating status of the corresponding associated power equipment to each system account through the display page of the power equipment operation monitoring system, thereby realizing the visualization of the evaluation results of the operating status of each power equipment; based on the operating status evaluation results, the system user of the system account can monitor the operating status of the power equipment in real time, thereby realizing monitoring and early warning of the power equipment.

[0105] In an exemplary embodiment, each power equipment under multiple equipment types is each power equipment under multiple equipment types in multiple power plants, and each power plant has multiple power equipment under each equipment type; the associated power equipment of each system account is each power equipment under at least one associated power plant for which the system account has data viewing permission.

[0106] Specifically, for each system account, the power equipment operation monitoring system determines, among multiple power plants, at least one associated power plant for which the system account has data viewing authority based on the authority information of the system account under the power equipment operation monitoring system, and then determines each power equipment under the associated power plant of the system account as the associated power equipment of the system account.

[0107] In actual applications, each system account under the power equipment operation monitoring system can be divided into a system account corresponding to a single power plant and a system account corresponding to multiple power plants according to the scope of the corresponding data viewing authority; a system account corresponding to a single power plant has one associated power plant, and a system account corresponding to multiple power plants has multiple associated power plants.

[0108] For example, taking multiple power plants as Plant A, Plant B, Plant C, and Plant D as an example, assuming that system account 1 only has data viewing authority for Plant A, then the associated power plant of system account 1 is Plant A, and the associated power equipment of system account 1 is each turbine, each water inlet valve, each technical water supply pump, each excitation system, each speed governor, each SFC, each GCB, each GIS, each main transformer, and each export busbar of Plant A.

[0109] Assuming that system account 2 only has data viewing authority for Plant A and Plant B, the power plants associated with system account 2 are Plant A and Plant B, and the power equipment associated with system account 2 are each turbine, each water inlet valve, each technical water supply pump, each excitation system, each speed governor, each SFC, each GCB, each GIS, each main transformer, and each export busbar of Plant A and Plant B.

[0110] Assuming that system account 3 has data viewing authority for Plant A, Plant B, Plant C, and Plant D, then the associated power plants of system account 3 are Plant A, Plant B, Plant C, and Plant D, and the associated power equipment of system account 3 are each turbine, each water inlet valve, each technical water supply pump, each excitation system, each speed governor, each SFC, each GCB, each GIS, each main transformer, and each export busbar of Plant A, Plant B, Plant C, and Plant D.

[0111] like Figure 5 As shown, the above steps, through the display page of the power equipment operation monitoring system, display the operation status evaluation result of the corresponding associated power equipment to each system account, specifically include the following steps:

[0112] Step S502, for each system account, when the system account is associated with only one power plant, in response to the system account selecting any one of the equipment type selection controls in the display page, the equipment type corresponding to the selected equipment type selection control is determined as the target equipment type.

[0113] Step S504, based on the display page, display the operating status evaluation results of each associated power equipment of the associated power plant under the target equipment type and the power equipment selection controls corresponding to each associated power equipment of the associated power plant under the target equipment type to the system account.

[0114] Step S506 , in response to the system account selecting any one of the power device selection controls in the display page, determining the associated power device corresponding to the selected power device selection control as the target associated power device.

[0115] Step S508: Based on the display page, the operation evaluation status result of the target-related power equipment is displayed to the system account.

[0116] Among them, there are device type selection controls corresponding to each device type in the display page.

[0117] Specifically, no matter whether the system account is associated with one or more power plants, there is an equipment type selection control corresponding to each equipment type in the display page of the power equipment operation monitoring system. For each system account, when the system account is associated with one power plant, that is, the system account is a system account corresponding to a single power plant, the system user can select the equipment type selection control corresponding to the equipment type he wants to view from each equipment type selection control in the display page based on the system account he logged in. The power equipment operation monitoring system responds to the system account's selection operation on any equipment type selection control, determines the equipment type corresponding to the selected equipment type selection control as the target equipment type, and based on the display page, displays to the system account the operating status evaluation results of each associated power equipment of the associated power plant under the target equipment type, and displays the power equipment selection control corresponding to each associated power equipment of the associated power plant under the target equipment type.

[0118] For example, see Figure 6 The display page displays the main page by default, and there are equipment type selection controls corresponding to each equipment type on the left side of the main page. Assuming that the power plant associated with the system account is Plant A, when the system account selects the equipment type selection control corresponding to "Turbine", the display page enters the sub-page corresponding to the turbine of Plant A, in which the corresponding operating status evaluation results of each turbine of Plant A are displayed.

[0119] Then, based on the system account with which the system user has logged in, the system user can select the power equipment selection control corresponding to the associated power equipment he wants to view from among the various power equipment selection controls in the display page. The power equipment operation monitoring system responds to the system account's selection operation on any power equipment selection control, determines the associated power equipment corresponding to the selected power equipment selection control as the target associated power equipment, and displays the operation evaluation results of the associated power equipment to the system account based on the display page.

[0120] For example, see Figure 7 When the system account selects the power equipment selection control corresponding to "Turbine 1", the display page enters the sub-page corresponding to the turbine 1 of Plant A, in which the operation evaluation results of the turbine 1 of Plant A are displayed.

[0121] It is easy to understand that Figure 6 and Figure 7 It is only used to illustrate this embodiment and is not used to limit the device types, measurement points and display pages in this application.

[0122] In actual applications, visual charts of operating data can also be displayed on the display page.

[0123] In this embodiment, the power equipment operation monitoring system can display the corresponding operation status evaluation results in an organized, sequential and hierarchical manner through various selection controls in the display page, thereby increasing the orderliness and logic of the visualization of the operation status evaluation results of the power equipment.

[0124] In an exemplary embodiment, Figure 8 As shown, the above steps, through the display page of the power equipment operation monitoring system, display the operation status evaluation result of the corresponding associated power equipment to each system account, and further specifically include the following steps:

[0125] Step S802, for each system account, when the system account is associated with multiple power plants, in response to the system account selecting any one of the equipment type selection controls in the display page, the equipment type corresponding to the selected equipment type selection control is determined as the target equipment type.

[0126] Step S804, based on the display page, display the operating status evaluation results of each associated power equipment of each associated power plant of the system account under the target equipment type and the power plant selection controls corresponding to each associated power plant of the system account to the system account.

[0127] Step S806 , in response to the system account selecting any one of the power plant selection controls in the display page, determining the associated power plant corresponding to the selected power plant selection control as the target associated power plant.

[0128] Step S808, based on the display page, display the operating status evaluation results of each associated power equipment of the target associated power plant under the target equipment type, and the power equipment selection controls corresponding to each associated power equipment of the target associated power plant under the target equipment type to the system account.

[0129] Step S810, in response to a selection operation of a system account on any one of the power device selection controls in the display page, an associated power device corresponding to the selected power device selection control is determined as a target associated power device.

[0130] Step S812: Based on the display page, the operating status evaluation result of the target-related power equipment is displayed to the system account.

[0131] Among them, there are device type selection controls corresponding to each device type in the display page.

[0132] Specifically, no matter whether the system account is associated with one or more power plants, the display page of the power equipment operation monitoring system has a device type selection control corresponding to each device type. For each system account, when the system account is associated with more than one power plant, that is, the system account is a system account corresponding to multiple power plants, the system user can select the device type selection control corresponding to the device type he wants to view from each device type selection control in the display page based on the system account he logged in. The power equipment operation monitoring system responds to the system account's selection operation on any one of the device type selection controls, determines the device type corresponding to the selected device type selection control as the target device type, and displays the operating status evaluation results of each associated power device of each associated power plant of the system account under the target device type to the system account based on the display page, and displays the power plant selection control corresponding to each associated power plant of the system account.

[0133] For example, see Fig. 9 The display page displays the main page by default, and there are equipment type selection controls corresponding to each equipment type on the left side of the main page. Assuming that the power plants associated with the system account are Plant A, Plant B, and Plant C, when the system account selects the equipment type selection control corresponding to "Turbine", the display page enters the sub-page corresponding to the turbines of all associated power plants. In this sub-page, the operating status evaluation results of each turbine of Plant A, Plant B, and Plant C are displayed, as well as the power plant selection controls corresponding to Plant A, Plant B, and Plant C.

[0134] Then, based on the system account with which the system user has logged in, the system user can select the power plant selection control corresponding to the associated power plant that he wants to view from the various power plant selection controls in the display page. The power equipment operation monitoring system responds to the system account's selection operation on any power plant selection control, determines the associated power plant corresponding to the selected power plant selection control as the target associated power plant, and displays the operating status evaluation results of each associated power equipment under the target equipment type of the target associated power plant to the system account based on the display page, as well as the power equipment selection control corresponding to each associated power equipment under the target equipment type of the target associated power plant.

[0135] For example, see Fig.10 When the system account selects the power plant selection control corresponding to "Plant A", the display page enters the sub-page corresponding to the turbine of Plant A. In this sub-page, the operating status evaluation results of each turbine of Plant A and the power equipment selection controls corresponding to each turbine of Plant A are displayed.

[0136] Then, based on the system account with which the system user has logged in, the system user can select the power equipment selection control corresponding to the associated power equipment he wants to view from the various power equipment selection controls in the display page. The power equipment operation monitoring system responds to the system account's selection operation on any power equipment selection control, determines the associated power equipment corresponding to the selected power equipment selection control as the target associated power equipment, and displays the operating status evaluation result of the target associated power equipment to the system account based on the display page.

[0137] For example, see Fig.11 When the system account selects the power equipment selection control corresponding to "Turbine 1", the display page enters the sub-page corresponding to the turbine 1 of Plant A, in which the operating status evaluation results of the turbine 1 of Plant A are displayed.

[0138] It is easy to understand that Fig. 9 , Fig.10 and Fig.11 It is only used to illustrate this embodiment and is not used to limit the device types, device measurement points and display pages in this application.

[0139] In actual applications, visual charts of operating data can also be displayed on the display page.

[0140] In this embodiment, the power equipment operation monitoring system can display the corresponding operation status evaluation results in an organized, sequential and hierarchical manner through various selection controls in the display page, thereby increasing the orderliness and logic of the visualization of the operation status evaluation results of the power equipment.

[0141] In an exemplary embodiment, the operation data monitoring method of the power equipment provided in the present application also includes the following contents: when a configuration modification request sent by any system account is received through the configuration page of the power equipment operation monitoring system, the configuration information of the power equipment operation monitoring system is modified in response to the configuration modification request.

[0142] Among them, the configuration information includes the equipment type corresponding to the power equipment operation monitoring system, the measuring point corresponding to each equipment type, the power plant corresponding to the power equipment operation monitoring system, the power equipment under each power plant, the system account corresponding to the power equipment operation monitoring system, the associated power plant of each system account, and at least one of the preset multiple data indicators.

[0143] In an exemplary embodiment, if Fig.12 As shown, another method for determining the evaluation index of the operating status of electric power equipment is provided, and the method is applied to the electric power equipment operation monitoring system as an example for explanation, including the following steps:

[0144] Step S1202: determining multiple types of power equipment for which operation status evaluation is to be performed.

[0145] Step S1204: determining the operating conditions of the power equipment of each equipment type and at least one equipment component constituting the power equipment of each equipment type.

[0146] Step S1206, obtaining the historical operation data of each device component of the power equipment of each device type under the corresponding operation conditions, and the historical operation status of the power equipment of each device type under the corresponding operation conditions.

[0147] Step S1208, for each type of electrical equipment, the time period in the historical time interval corresponding to the electrical equipment of the equipment type, in which the corresponding historical operating status is abnormal, is determined as an abnormal time period, and the time period in the historical time interval in which the corresponding historical operating status is normal, is determined as a normal time period.

[0148] Step S1210 , determining the first operating data of each device component in an abnormal time period and the second operating data in a normal time period from the historical operating data of each device component of the power equipment of the device type.

[0149] Step S1212, for each measuring point of the equipment component, determine the first indicator value of the first operating data of the equipment component at the measuring point under each data indicator among the preset multiple data indicators, and determine the second indicator value of the second operating data of the equipment component at the measuring point under each data indicator; each data indicator is used to characterize the distribution of data.

[0150] Step S1214: for each data indicator, when the difference between the first indicator value and the second indicator value under the data indicator is greater than or equal to the corresponding preset threshold, the data indicator under the measuring point is determined as an evaluation indicator corresponding to the equipment component.

[0151] Step S1216: Determine the evaluation index corresponding to each device component as the evaluation index for evaluating the operating status of the power equipment of the device type.

[0152] In the present embodiment, the power equipment operation monitoring system can determine, for each type of power equipment, an evaluation index for evaluating the operating status of the power equipment of this type of equipment based on the historical operating status of the power equipment of this type of equipment under corresponding operating conditions and in historical time intervals, as well as the historical operating data of each equipment component corresponding to the power equipment of this type of equipment in historical time intervals. The method for determining the evaluation index of the operating status of power equipment based on the above process no longer relies on the knowledge and experience of experts to determine the evaluation index. Therefore, the determined evaluation index is not easily affected by subjective factors, thereby improving the reliability of the evaluation results of the operating status of the power equipment.

[0153] In order to more clearly illustrate the method for determining the evaluation index of the operating status of the power equipment provided in the embodiment of the present application, the method for determining the evaluation index of the operating status of the power equipment is specifically described below with a specific embodiment, but it should be understood that the embodiment of the present application is not limited thereto. In one exemplary embodiment, the present application also provides an operation monitoring system for power equipment, which specifically includes the following functions:

[0154] Function 1: For different types of power equipment, construct an evaluation index group for the power equipment according to the operating conditions, actual operating data and actual operating status of the power equipment.

[0155] Function 2: For different types of power equipment, according to the evaluation index group of the power equipment, the measurement point data of the power equipment under each evaluation index is displayed, and the operating status of the power equipment is determined based on the measurement point data under each evaluation index and an early warning is issued.

[0156] Function 3: Display the measurement point data of power equipment at the company and plant level so that users can view the operation status of power equipment. Plant accounts are only allowed to view the data of the plant, while company accounts are allowed to view the data of each plant under the company.

[0157] Function 4: Supports visualization of measurement point data through a variety of chart types, such as curve charts, bar charts, pie charts, etc.

[0158] Function 5: Supports data visualization of multiple types of power equipment including generators, turbines, water inlet valves, technical water supply pumps, excitation systems, speed governors, SFCs, GCBs, GIS, main transformers and export busbars.

[0159] Function six: The display page displays data in a hierarchical manner; the display page can be divided into three categories according to the hierarchy, namely all pages, plant pages and unit pages, allowing users to switch between pages of different levels by clicking tabs.

[0160] Function 5: Supports users to customize various information, including equipment type, power equipment under equipment type, measurement points corresponding to equipment type, evaluation index group corresponding to equipment type, data calculation method of measurement point, chart type, etc.

[0161] It should be understood that, although the various steps in the flowcharts involved in the above-mentioned embodiments are displayed in sequence according to the indication of the arrows, these steps are not necessarily executed in sequence according to the order indicated by the arrows. Unless there is a clear explanation in this article, the execution of these steps does not have a strict order restriction, and these steps can be executed in other orders. Moreover, at least a part of the steps in the flowcharts involved in the above-mentioned embodiments can include multiple steps or multiple stages, and these steps or stages are not necessarily executed at the same time, but can be executed at different times, and the execution order of these steps or stages is not necessarily to be carried out in sequence, but can be executed in turn or alternately with other steps or at least a part of the steps or stages in other steps.

[0162] Based on the same inventive concept, the embodiment of the present application also provides a device for determining the evaluation index of the operating state of an electric device for implementing the method for determining the evaluation index of the operating state of an electric device involved above. The implementation scheme for solving the problem provided by the device is similar to the implementation scheme recorded in the above method, so the specific limitations in the embodiments of one or more devices for determining the evaluation index of the operating state of an electric device provided below can refer to the limitations of the method for determining the evaluation index of the operating state of an electric device above, and will not be repeated here.

[0163] In an exemplary embodiment, Fig.13 As shown, a device for determining an evaluation index of an operating state of an electric power device is provided, comprising: a first determination module 1302, a second determination module 1304, an information acquisition module 1306 and an index determination module 1308, wherein:

[0164] The first determination module 1302 is used to determine multiple types of power equipment for which operation status evaluation is to be performed.

[0165] The second determination module 1304 is used to determine the operating conditions of the power equipment of each equipment type and at least one equipment component constituting the power equipment of each equipment type.

[0166] The information acquisition module 1306 is used to obtain the historical operating data of each equipment component of each type of power equipment under the corresponding operating conditions, and the historical operating status of each type of power equipment under the corresponding operating conditions; the historical operating data is the operating data within the historical time interval, and the historical operating status is the operating status within the historical time interval.

[0167] The indicator determination module 1308 is used to determine the evaluation indicator for evaluating the operating status of the power equipment of each equipment type based on the historical operating data and historical operating status corresponding to the power equipment of each equipment type.

[0168] In an exemplary embodiment, the indicator determination module 1308 is also used to determine, for each device type of electrical equipment, a time period in the historical time interval corresponding to the electrical equipment of the device type, in which the corresponding historical operating status is an abnormal state, as an abnormal time period, and to determine a time period in the historical time interval in which the corresponding historical operating status is a normal state, as a normal time period; in the historical operating data of each device component of the electrical equipment of the device type, determine the first operating data of each device component in the abnormal time period and the second operating data of each device component in the normal time period; for each device component, when the difference between the first operating data and the second operating data of the device component meets a preset condition, determine at least one evaluation indicator corresponding to the device component; and determine the evaluation indicators corresponding to each device component as the evaluation indicators for evaluating the operating status of the electrical equipment of the device type.

[0169] In an exemplary embodiment, the historical operating data of each equipment component includes historical operating data of the equipment component at at least one corresponding measuring point.

[0170] The indicator determination module 1308 is also used to determine, for each measuring point of the equipment component, a first indicator value of the first operating data of the equipment component at the measuring point under each data indicator among the preset multiple data indicators, and to determine a second indicator value of the second operating data of the equipment component at the measuring point under each data indicator; each data indicator is used to characterize the distribution of data; for each data indicator, when the difference between the first indicator value and the second indicator value under the data indicator is greater than or equal to the corresponding preset threshold value, the data indicator at the measuring point is determined as an evaluation indicator corresponding to the equipment component.

[0171] In an exemplary embodiment, there are multiple power equipment under each equipment type; the device for determining the evaluation index of the power equipment operation status is installed on the power equipment operation monitoring system, and there are multiple system accounts under the power equipment operation monitoring system.

[0172] The power equipment operation monitoring system also includes an operation status evaluation module, which is used to obtain the operation data of each equipment component of the power equipment under the corresponding operating conditions for each power equipment under each equipment type; evaluate the operation status of the power equipment according to the evaluation indicators corresponding to the equipment type and the operation data of each equipment component, and obtain the operation status evaluation result of the power equipment; determine the associated power equipment of each system account in each power equipment under multiple equipment types; the associated power equipment of each system account is the power equipment among each power equipment for which the system account has data viewing authority; and display the operation status evaluation result of the corresponding associated power equipment to each system account through the display page of the power equipment operation monitoring system.

[0173] In an exemplary embodiment, each power equipment under multiple equipment types is each power equipment under multiple equipment types in multiple power plants, and each power plant has multiple power equipment under each equipment type; the associated power equipment of each system account is each power equipment under at least one associated power plant for which the system account has data viewing permission.

[0174] The operation status assessment module is also used for each system account, when the system account has only one associated power plant, in response to the system account's selection operation on any one of the equipment type selection controls in the display page, determining the equipment type corresponding to the selected equipment type selection control as the target equipment type; the display page has equipment type selection controls corresponding to each equipment type; based on the display page, displaying to the system account the operation status assessment results of each associated power equipment under the target equipment type of the associated power plant and the power equipment selection controls corresponding to each associated power equipment under the target equipment type of the associated power plant; in response to the system account's selection operation on any one of the power equipment selection controls in the display page, determining the associated power equipment corresponding to the selected power equipment selection control as the target associated power equipment; based on the display page, displaying to the system account the operation assessment status results of the target associated power equipment.

[0175] The operation status evaluation module is also used for each system account, when there are multiple associated power plants in the system account, in response to the system account's selection operation on any one of the equipment type selection controls in the display page, determining the equipment type corresponding to the selected equipment type selection control as the target equipment type; the display page has equipment type selection controls corresponding to each equipment type; based on the display page, displaying to the system account the operation status evaluation results of each associated power equipment of each associated power plant of the system account under the target equipment type, and the power plant selection controls corresponding to each associated power plant of the system account; in response to the system account's selection operation on any one of the power plant selection controls in the display page, determining the associated power plant corresponding to the selected power plant selection control as the target associated power plant; based on the display page, displaying to the system account the operation status evaluation results of each associated power equipment of the target associated power plant under the target equipment type, and the power equipment selection controls corresponding to each associated power equipment of the target associated power plant under the target equipment type; in response to the system account's selection operation on any one of the power equipment selection controls in the display page, determining the associated power equipment corresponding to the selected power equipment selection control as the target associated power equipment; based on the display page, displaying to the system account the operation status evaluation results of the target associated power equipment.

[0176] Each module in the above-mentioned device for determining the evaluation index of the operating status of the power equipment can be implemented in whole or in part by software, hardware, or a combination thereof. Each of the above-mentioned modules can be embedded in or independent of the processor in the computer device in the form of hardware, or can be stored in the memory of the computer device in the form of software, so that the processor can call and execute the operations corresponding to each of the above modules.

[0177] In an exemplary embodiment, a computer device is provided. The computer device may be a server, and its internal structure diagram may be as shown in FIG. Fig.14 As shown. The computer device includes a processor, a memory, an input / output interface (Input / Output, referred to as I / O) and a communication interface. The processor, the memory and the input / output interface are connected through a system bus, and the communication interface is connected to the system bus through the input / output interface. The processor of the computer device is used to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program and a database. The internal memory provides an environment for the operation of the operating system and the computer program in the non-volatile storage medium. The database of the computer device is used to store the operating data of the power equipment. The input / output interface of the computer device is used to exchange information between the processor and an external device. The communication interface of the computer device is used to communicate with an external terminal through a network connection. When the computer program is executed by the processor, a method for determining an evaluation index of the operating state of a power device is implemented.

[0178] Those skilled in the art will understand that Fig.14 The structure shown in the figure is only a block diagram of a part of the structure related to the solution of the present application, and does not constitute a limitation on the computer device to which the solution of the present application is applied. The specific computer device may include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.

[0179] In an exemplary embodiment, a computer device is further provided, including a memory and a processor, wherein a computer program is stored in the memory, and the processor implements the steps in the above-mentioned method embodiments when executing the computer program.

[0180] In an exemplary embodiment, a computer-readable storage medium is provided, on which a computer program is stored. When the computer program is executed by a processor, the steps in the above-mentioned method embodiments are implemented.

[0181] In an exemplary embodiment, a computer program product is provided, including a computer program, and when the computer program is executed by a processor, the steps in the above method embodiments are implemented.

[0182] A person of ordinary skill in the art can understand that all or part of the processes in the above-mentioned embodiment method can be completed by instructing the relevant hardware through a computer program, and the computer program can be stored in a non-volatile computer-readable storage medium. When the computer program is executed, it can include the processes of the embodiments of the above-mentioned methods. Among them, any reference to the memory, database or other medium used in the embodiments provided in the present application can include at least one of non-volatile memory and volatile memory. Non-volatile memory can include read-only memory (ROM), magnetic tape, floppy disk, flash memory, optical memory, high-density embedded non-volatile memory, resistive random access memory (ReRAM), magnetic random access memory (MRAM), ferroelectric random access memory (FRAM), phase change memory (PCM), graphene memory, etc. Volatile memory can include random access memory (RAM) or external cache memory, etc. As an illustration and not limitation, RAM can be in various forms, such as static random access memory (SRAM) or dynamic random access memory (DRAM). The database involved in each embodiment provided in this application may include at least one of a relational database and a non-relational database. Non-relational databases may include distributed databases based on blockchains, etc., but are not limited to this. The processor involved in each embodiment provided in this application may be a general-purpose processor, a central processing unit, a graphics processor, a digital signal processor, a programmable logic device, a data processing logic device based on quantum computing, an artificial intelligence (AI) processor, etc., but are not limited to this.

[0183] The technical features of the above embodiments may be combined arbitrarily. To make the description concise, not all possible combinations of the technical features in the above embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this application.

[0184] The above-described embodiments only express several implementation methods of the present application, and the descriptions thereof are relatively specific and detailed, but they cannot be understood as limiting the scope of the present application. It should be pointed out that, for a person of ordinary skill in the art, several variations and improvements can be made without departing from the concept of the present application, and these all belong to the protection scope of the present application. Therefore, the protection scope of the present application shall be subject to the attached claims.

Claims

1. A method for determining evaluation indicators of the operating status of power equipment, characterized in that: The method comprises: Identifying multiple equipment types of electrical equipment to be evaluated for operating conditions; Determining an operating condition of an electric power device of each device category and at least one device component constituting the electric power device of each device category; Acquire historical operation data of each device component of each type of electric power equipment under corresponding operation conditions, and historical operation status of the electric power equipment of each type of equipment under the corresponding operation conditions; the historical operation data is operation data within a historical time interval, and the historical operation status is operation status within the historical time interval; Based on the historical operating data and historical operating status corresponding to the electric power equipment of each equipment type, determining the evaluation index for evaluating the operating status of the electric power equipment of each equipment type; further comprising: for each equipment type, based on the change or distribution of the historical operating data corresponding to the electric power equipment of the equipment type when the historical operating status corresponding to the electric power equipment of the equipment type is an abnormal state, screening out the equipment components associated with the abnormal state from the equipment components of the electric power equipment of the equipment type; for the equipment components associated with the abnormal state, determining the data index associated with the abnormal state; determining each data index associated with the abnormal state as the evaluation index for evaluating the operating status of the electric power equipment of the equipment type; for each equipment type, In the historical time interval corresponding to the electrical equipment of the equipment type, the time period in which the corresponding historical operating status is abnormal is determined as the abnormal time period, and the time period in which the corresponding historical operating status is normal is determined as the normal time period; in the historical operating data of each equipment component of the electrical equipment of the equipment type, the first operating data of each equipment component in the abnormal time period and the second operating data in the normal time period are determined; for each equipment component, when the difference between the first operating data and the second operating data of the equipment component meets a preset condition, at least one evaluation index corresponding to the equipment component is determined; the evaluation index corresponding to each equipment component is determined as the evaluation index for evaluating the operating status of the electrical equipment of the equipment type.

2. The method according to claim 1, characterized in that: The historical operation data of each equipment component includes the historical operation data of the equipment component at at least one corresponding measuring point; When the difference between the first operating data and the second operating data of the equipment component meets a preset condition, determining at least one evaluation index corresponding to the equipment component includes: For each measuring point of the equipment component, determine a first indicator value of the first operating data of the equipment component at the measuring point under each of a plurality of preset data indicators, and determine a second indicator value of the second operating data of the equipment component at the measuring point under each of the data indicators; each data indicator is used to characterize the distribution of data; For each data indicator, when the difference between the first indicator value and the second indicator value under the data indicator is greater than or equal to the corresponding preset threshold, the data indicator under the measuring point is determined as an evaluation indicator corresponding to the equipment component.

3. The method according to claim 1 or 2, characterized in that: There are multiple power equipment under each equipment type; the method for determining the evaluation index of the power equipment operation status is applied to the power equipment operation monitoring system, and there are multiple system accounts under the power equipment operation monitoring system; After determining an evaluation index for evaluating the operating status of the power equipment of each device type based on the historical operating data and historical operating status corresponding to the power equipment of each device type, the method further includes: For each power device under each device type, obtaining operation data of each device component of the power device under corresponding operation conditions; According to the evaluation index corresponding to the equipment type and the operation data of each equipment component, the operation status of the power equipment is evaluated to obtain the evaluation result of the operation status of the power equipment; Determine the associated power devices of each system account among the power devices under the multiple device types; the associated power devices of each system account are the power devices among the power devices for which the system account has data viewing authority; The operation status evaluation result of the corresponding associated power equipment is displayed to each system account through the display page of the power equipment operation monitoring system.

4. The method according to claim 3, characterized in that Each of the power equipment under the multiple equipment types is each of the power equipment under the multiple equipment types in multiple power plants, and each power plant has multiple power equipment under each equipment type; The associated power equipment of each system account is each power equipment under at least one associated power plant for which the system account has data viewing authority; The display page of the power equipment operation monitoring system is used to display the operation status evaluation result of the corresponding associated power equipment to each system account, including: For each system account, when there is only one power plant associated with the system account, in response to the system account selecting any one of the equipment type selection controls in the display page, the equipment type corresponding to the selected equipment type selection control is determined as the target equipment type; the display page has equipment type selection controls corresponding to each equipment type; Based on the display page, displaying to the system account the operating status evaluation results of each associated power device of the associated power plant under the target device category and the power device selection controls corresponding to each associated power device of the associated power plant under the target device category; In response to a selection operation of the system account on any one of the power device selection controls in the display page, determining an associated power device corresponding to the selected power device selection control as a target associated power device; Based on the display page, the operation evaluation status result of the target-related power equipment is displayed to the system account.

5. The method according to claim 4, characterized in that The display page of the power equipment operation monitoring system is used to display the operation status evaluation result of the corresponding associated power equipment to each system account, and further includes: For each system account, when there are multiple power plants associated with the system account, in response to the system account selecting any one of the equipment type selection controls in the display page, the equipment type corresponding to the selected equipment type selection control is determined as the target equipment type; the display page has equipment type selection controls corresponding to each equipment type; Based on the display page, displaying to the system account the operating status evaluation results of each associated power device of each associated power plant of the system account under the target device type and the power plant selection controls corresponding to each associated power plant of the system account; In response to a selection operation of the system account on any one of the power plant selection controls in the display page, determining an associated power plant corresponding to the selected power plant selection control as a target associated power plant; Based on the display page, displaying to the system account the operating status evaluation results of each associated power device of the target associated power plant under the target device category and the power device selection controls corresponding to each associated power device of the target associated power plant under the target device category; In response to a selection operation of the system account on any one of the power device selection controls in the display page, determining an associated power device corresponding to the selected power device selection control as a target associated power device; Based on the display page, the operating status evaluation result of the target-related power equipment is displayed to the system account.

6. A device for determining evaluation indicators of the operating status of electric power equipment, characterized in that: The device comprises: A first determination module is used to determine multiple types of power equipment to be evaluated for operating status; A second determination module, configured to determine an operating condition of an electric power device of each device type and at least one device component constituting the electric power device of each device type; An information acquisition module, used to acquire historical operation data of each device component of each type of power equipment under corresponding operation conditions, and historical operation status of the power equipment of each type of equipment under the corresponding operation conditions; the historical operation data is the operation data within a historical time interval, and the historical operation status is the operation status within the historical time interval; An indicator determination module, used to determine an evaluation indicator for evaluating the operating status of the power equipment of each equipment type based on the historical operating data and historical operating status corresponding to the power equipment of each equipment type; The indicator determination module is also used for, for each type of power equipment, based on the change or distribution of the historical operating data corresponding to the power equipment of the type of equipment when the historical operating state corresponding to the power equipment of the type of equipment is an abnormal state, to screen out the equipment components associated with the abnormal state from the equipment components of the power equipment of the type of equipment; for the equipment components associated with the abnormal state, determine the data indicators associated with the abnormal state; determine each data indicator associated with the abnormal state as an evaluation indicator for evaluating the operating state of the power equipment of the type of equipment; for each type of power equipment, determine the corresponding historical operating state in the historical time interval corresponding to the power equipment of the type of equipment A time period in which the operation status is abnormal is determined as an abnormal time period, and a time period in which the corresponding historical operation status is normal in the historical time interval is determined as a normal time period; in the historical operation data of each device component of the power equipment of the equipment type, the first operation data of each device component in the abnormal time period and the second operation data in the normal time period are determined; for each device component, when the difference between the first operation data and the second operation data of the device component meets a preset condition, at least one evaluation index corresponding to the device component is determined; and the evaluation index corresponding to each device component is determined as the evaluation index for evaluating the operation status of the power equipment of the equipment type.

7. The device according to claim 6, characterized in that The historical operation data of each equipment component includes the historical operation data of the equipment component at at least one corresponding measuring point; The indicator determination module is also used to determine, for each measuring point of the equipment component, a first indicator value of the first operating data of the equipment component at the measuring point under each data indicator among a plurality of preset data indicators, and to determine a second indicator value of the second operating data of the equipment component at the measuring point under each data indicator; each data indicator is used to characterize the distribution of data; for each data indicator, when the difference between the first indicator value and the second indicator value under the data indicator is greater than or equal to the corresponding preset threshold value, the data indicator at the measuring point is determined as an evaluation indicator corresponding to the equipment component.

8. A computer device comprising a memory and a processor, wherein the memory stores a computer program, wherein: When the processor executes the computer program, the steps of the method according to any one of claims 1 to 5 are implemented.

9. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 5 are implemented.

10. A computer program product, comprising a computer program, characterized in that When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 5 are implemented.

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