Unplanned operation violation identification method and system, and electronic equipment

Abstract

The invention discloses an unplanned operation violation identification method and system and electronic equipment, and relates to the technical field of electric power operation supervision and management, and the identification method comprises the steps: obtaining to-be-identified target operation data and a target electric power operation plan list set; on the basis of the target operation data and the target electric power operation plan list, performing identification operation on the unplanned operation violation information to obtain an identification result, the identification operation comprises at least one of unplanned operation violation identification based on a target defect list, unplanned operation violation identification based on a target fault list, unplanned operation violation identification based on a target work ticket and unplanned operation violation identification based on target work order data; and obtaining unplanned operation violation information in the electric power operation execution process based on the identification result. According to the method and the device, the technical problem of relatively low identification result accuracy of a mode of identifying unplanned operation violation of electric power operation based on a manual troubleshooting mode in related technologies is solved.

Description

Technical Field

[0001] The present invention relates to the technical field of power operation supervision and management, and in particular to a method and system for identifying violations of unplanned operations, and electronic equipment. Background Art

[0002] In order to ensure the safety and rationality of the power company's operations, it is crucial to plan each power work. Planning operations is also a hard requirement for power companies to ensure safe construction, because a good plan for power operations is conducive to the reasonable arrangement of related resources and avoids safety hazards caused by changes in plans, tight construction periods, and insufficient work preparation. On the other hand, by formulating an operation plan, human and material resources can be reasonably arranged, the level of operation management can be improved, the workload can be reasonably arranged, and the power work can be promoted in an orderly manner.

[0003] At present, in the actual execution process of power operations, unplanned operations often occur. In order to minimize the occurrence of unplanned operation violations in actual operations, it is necessary to check the power work projects that have not formulated operation plans in accordance with regulations. In related technologies, the method of identifying unplanned operation violations in power operations based on manual investigation has a low accuracy of identification results.

[0004] To address the above-mentioned problems, no effective solution has been proposed yet. Summary of the invention

[0005] The embodiments of the present invention provide a method and system for identifying violations of unplanned operations, and electronic equipment, so as to at least solve the technical problem that the accuracy of the identification results of unplanned operations of power operations based on manual investigation in related technologies is low.

[0006] According to one aspect of an embodiment of the present invention, there is provided a method for identifying violations of unplanned operations, which is applied to an unplanned operation violation identification system, and includes: obtaining target operation data to be identified and a set of target electric power operation plan sheets, wherein the target operation data includes at least one of the following: a target defect sheet, a target fault sheet, a target work ticket, and a target work order data; performing an identification operation on unplanned operation violation information based on the target operation data and the target electric power operation plan sheet to obtain an identification result, wherein the identification operation includes at least one of the following: unplanned operation violation identification based on a target defect sheet, unplanned operation violation identification based on a target fault sheet, unplanned operation violation identification based on a target work ticket, and unplanned operation violation identification based on target work order data; and obtaining the unplanned operation violation information during the execution of the electric power operation based on the identification result.

[0007] Optionally, the step of obtaining a set of target operation data to be identified and a target power operation plan sheet includes: filtering out the target operation data to be identified from all target operation data based on preset filtering conditions; determining the operation start time and the operation end time in the target operation data to obtain the operation time period; obtaining the operation plan time period of each power plan operation sheet; extracting the target power operation plan sheet whose operation plan time period matches the operation time period of the target operation data from all power operation plan sheets to obtain a set of target power operation plan sheets related to the target operation data.

[0008] Optionally, the identification of unplanned operation violations based on the target defect sheet includes: when the target operation data is the target defect sheet, extracting defect sheet target attributes from the target defect sheet, wherein the defect sheet target attributes include at least one of the following: associated plan sheet, defect sheet number, power supply station information, reporting team information, reporting unit information, defect description information, address line information; when the associated plan sheet is not empty, determining that there is no unplanned operation violation information in the target defect sheet; or, when the associated plan sheet is empty, determining a set of target power operation plan sheets associated with the target defect sheet; extracting the first plan sheet target attribute corresponding to the target fault sheet from each target power operation plan sheet in the target power operation plan sheet set; matching the target defect sheet with the target power operation plan sheets in the target power operation plan sheet set one by one based on the defect sheet target attribute of the target defect sheet and the first plan sheet target attribute of the target power operation plan sheet to obtain a defect sheet matching result, and determining the unplanned operation violation information based on the defect sheet matching result.

[0009] Optionally, the step of determining unplanned operation violation information based on the matching result includes: when all the defect order target attributes of the target defect order and all the first plan order target attributes of any of the target power operation plan orders are successfully matched, determining that the target defect order does not contain unplanned operation violation information; or, when any of the defect order target attributes of the target defect order and any of the first plan order target attributes of all the target power operation plan orders fail to match, determining that the target defect order contains unplanned operation violation information, and marking the target defect order with unplanned operation violation information.

[0010] Optionally, the identification of unplanned operation violations based on the target trouble ticket includes: when the target operation data is the target trouble ticket, extracting the trouble ticket target attributes from the target trouble ticket, wherein the trouble ticket target attributes include at least one of the following: target trouble ticket unit information, fault line information, fault location information, fault description information, fault transformer information, and fault handling information; extracting the second plan order target attribute corresponding to the target trouble ticket from each target electric power operation plan order in the target electric power operation plan order set related to the target trouble ticket; matching the target trouble ticket with the target electric power operation plan orders in the target electric power operation plan order set one by one based on the trouble ticket target attribute and the second plan order target attribute to obtain a trouble ticket matching result; determining the unplanned operation violation information of the target trouble ticket based on the trouble ticket matching result.

[0011] Optionally, the identification of unplanned operation violations based on the target work ticket includes: when the target operation data is the target work ticket, extracting the work ticket target attributes from the target work ticket, wherein the work ticket target attributes include at least one of the following: information on the unit to which the work ticket belongs, the work location, the work task, and the address line; extracting the third plan order target attribute corresponding to the target work ticket from each target power operation plan order in the target power operation plan order set related to the target work ticket; matching the target fault ticket with the target power operation plan order in the target power operation plan order set one by one based on the work ticket target attribute and the third plan order target attribute to obtain a work ticket matching result; determining the unplanned operation violation information of the target work ticket based on the work ticket matching result.

[0012] Optionally, the step of determining the unplanned work violation information of the target work ticket based on the work ticket matching result includes: when the work ticket matching result indicates that there is a target power operation plan sheet matching the target work ticket in the target power operation plan sheet set, obtaining the work task table of the target work ticket, wherein the work task key information of the target work ticket, the plan sheet key information corresponding to the work task, and the mapping relationship between the work task key information and the plan sheet key information corresponding to the work task; based on the work task table, querying the target power operation plan sheet matching the target work ticket, and when the target power operation plan sheet contains all the plan sheet key information recorded in the work task table, determining that there is no unplanned work violation information on the target work ticket.

[0013] Optionally, the identification of unplanned operation violation based on target work order data includes: when the target operation data is the target work order data, extracting the work order data target attribute from the target work order data, wherein the work order data target attribute includes a first target attribute to be compared and a second target attribute to be compared, the first target attribute to be compared is at least one of the following: substation information, line information, branch line information, and the second target attribute to be compared includes at least one of the following: user number, user name, user address; extracting the target attribute related to the target work order data from each target power operation plan sheet in the target power operation plan sheet set related to the target work order data The fourth plan order target attribute corresponding to the target work order data; based on the work order data target attribute and the fourth plan order target attribute, the target work order data are matched one by one with the target power operation plan orders in the target power operation plan order set to obtain the work order data matching result; based on the work order data matching result, the unplanned operation violation information of the target work order data is determined, wherein, when the fourth plan order target attribute successfully matches any of the first target attribute to be compared and the second target attribute to be compared of the target work order data, it is determined that the target work order data is successfully matched with the target power operation plan order.

[0014] According to another aspect of an embodiment of the present invention, a system for identifying violations of unplanned operations is also provided, including: a first acquisition unit, used to acquire a set of target operation data and a target power operation plan sheet to be identified, wherein the target operation data includes at least one of the following: a target defect sheet, a target fault sheet, a target work ticket and a target work order data; an identification unit, used to perform an identification operation on unplanned operation violation information based on the target operation data and the target power operation plan sheet to obtain an identification result, wherein the identification operation includes at least one of the following: unplanned operation violation identification based on a target defect sheet, unplanned operation violation identification based on a target fault sheet, unplanned operation violation identification based on a target work ticket and unplanned operation violation identification based on target work order data; a second acquisition unit, used to obtain the unplanned operation violation information during the execution of the power operation based on the identification result.

[0015] Optionally, the first acquisition unit includes: a first screening module, used to screen out target operation data to be identified from all target operation data based on preset screening conditions; a first determination module, used to determine the operation start time and operation end time in the target operation data to obtain the operation time period; a first acquisition module, used to obtain the operation plan time period of each power plan operation sheet; a first extraction module, used to extract the target power operation plan sheet whose operation plan time period matches the operation time period of the target operation data from all power operation plan sheets, and obtain a set of target power operation plan sheets related to the target operation data.

[0016] Optionally, the identification unit includes: a second extraction module, which is used to extract the defect order target attribute from the target defect order when the target operation data is the target defect order, wherein the defect order target attribute includes at least one of the following: an associated plan order, a defect order number, power supply station information, reporting team information, reporting unit information, defect description information, and address line information; a second determination module, which is used to determine that there is no unplanned operation violation information in the target defect order when the associated plan order is not empty; a third determination module, which is used to determine the target power operation plan order set associated with the target defect order when the associated plan order is empty; a third extraction module, which is used to extract the first plan order target attribute corresponding to the target fault order from each target power operation plan order in the target power operation plan order set; a first matching module, which is used to match the target defect order with the target power operation plan order in the target power operation plan order set one by one based on the defect order target attribute of the target defect order and the first plan order target attribute of the target power operation plan order to obtain a defect order matching result, and determine the unplanned operation violation information based on the defect order matching result.

[0017] Optionally, the first matching module includes: a first determination submodule, used to determine that the target defect order does not contain unplanned operation violation information when all the defect order target attributes of the target defect order and all the first plan order target attributes of any target power operation plan order are successfully matched; a second determination submodule, used to determine that the target defect order contains unplanned operation violation information when any defect order target attribute of the target defect order and any first plan order target attribute of all the target power operation plan orders fail to match, and mark the target defect order with unplanned operation violation information.

[0018] Optionally, the identification unit also includes: a fourth extraction module, which is used to extract the fault ticket target attributes from the target fault ticket when the target operation data is the target fault ticket, wherein the fault ticket target attributes include at least one of the following: target fault ticket unit information, fault line information, fault location information, fault description information, fault transformer information, and fault handling information; a fifth extraction module, which is used to extract the second plan order target attribute corresponding to the target fault ticket from each target power operation plan order in the target power operation plan order set related to the target fault ticket; a second matching module, which is used to match the target fault ticket with the target power operation plan orders in the target power operation plan order set one by one based on the fault ticket target attributes and the second plan order target attributes to obtain a fault ticket matching result; a fourth determination module, which is used to determine the unplanned operation violation information of the target fault ticket based on the fault ticket matching result.

[0019] Optionally, the identification unit also includes: a sixth extraction module, used to extract the work ticket target attributes from the target work ticket when the target operation data is the target work ticket, wherein the work ticket target attributes include at least one of the following: work ticket unit information, work location, work task, address line; a seventh extraction module, used to extract the third plan order target attribute corresponding to the target work ticket from each target power operation plan order in the target power operation plan order set related to the target work ticket; a third matching module, used to match the target fault ticket with the target power operation plan order in the target power operation plan order set one by one based on the work ticket target attribute and the third plan order target attribute to obtain a work ticket matching result; a fifth determination module, used to determine the unplanned operation violation information of the target work ticket based on the work ticket matching result.

[0020] Optionally, the fifth determination module includes: a first acquisition submodule, used to acquire the work task table of the target work ticket when the work ticket matching result indicates that there is a target power operation plan sheet matching the target work ticket in the target power operation plan sheet set, wherein the work task table records the work task key information of the target work ticket, the plan sheet key information corresponding to the work task, and the mapping relationship between the work task key information and the plan sheet key information corresponding to the work task; a third determination submodule, used to query the target power operation plan sheet matching the target work ticket based on the work task table, and determine that the target work ticket does not contain any unplanned operation violation information when the target power operation plan sheet contains all the plan sheet key information recorded in the work task table.

[0021] Optionally, the identification unit further includes: a seventh extraction module, for extracting work order data target attributes from the target work order data when the target operation data is the target work order data, wherein the work order data target attributes include a first target attribute to be compared and a second target attribute to be compared, the first target attribute to be compared being at least one of the following: substation information, line information, branch line information, and the second target attribute to be compared being at least one of the following: user number, user name, user address; an eighth extraction module, for extracting the target attribute that is related to the target work order data from each target power operation plan sheet in the target power operation plan sheet set related to the target work order data. According to the corresponding fourth plan order target attribute; a fourth matching module, used to match the target work order data with the target power operation plan orders in the target power operation plan order set one by one based on the work order data target attribute and the fourth plan order target attribute, to obtain a work order data matching result; a sixth determination module, used to determine the unplanned operation violation information of the target work order data based on the work order data matching result, wherein, when the fourth plan order target attribute successfully matches any of the first target attribute to be compared and the second target attribute to be compared of the target work order data, it is determined that the target work order data is successfully matched with the target power operation plan order.

[0022] According to another aspect of an embodiment of the present invention, there is also provided an electronic device, comprising one or more processors and a memory, wherein the memory is used to store one or more programs, wherein when the one or more programs are executed by the one or more processors, the one or more processors implement any one of the above-mentioned methods for identifying violations of unplanned operations.

[0023] In the present application, the following steps are taken: first, a set of target operation data and a target power operation plan sheet to be identified are obtained, wherein the target operation data includes at least one of the following: a target defect sheet, a target fault sheet, a target work ticket and a target work order data; then, based on the target operation data and the target power operation plan sheet, an identification operation is performed on the unplanned operation violation information to obtain an identification result, wherein the identification operation includes at least one of the following: unplanned operation violation identification based on a target defect sheet, unplanned operation violation identification based on a target fault sheet, unplanned operation violation identification based on a target work ticket and unplanned operation violation identification based on target work order data; finally, based on the identification result, the unplanned operation violation information during the execution of the power operation is obtained.

[0024] In this application, through the identification of unplanned operation violations based on defect orders, the identification of unplanned operation violations based on fault orders, the identification of unplanned operation violations based on work tickets, and the identification of unplanned operation violations based on work order data, the unplanned operation violations are comprehensively identified from multiple dimensions, covering all the data and information of power operations, with a sufficient identification scope. At the same time, based on the extraction and matching of key attributes, the unplanned operation violations can be accurately and effectively identified, providing guarantees for the supervision and investigation of unplanned operation violations during the execution of power operations and promoting safe and orderly power operations. This solves the technical problem of low accuracy of the identification results of related technologies based on manual investigation to identify unplanned operation violations in power operations. BRIEF DESCRIPTION OF THE DRAWINGS

[0025] The drawings described herein are used to provide a further understanding of the present invention and constitute a part of this application. The exemplary embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute an improper limitation of the present invention. In the drawings:

[0026] Figure 1 is a flow chart of an optional method for identifying violations of unplanned operations according to an embodiment of the present invention;

[0027] Figure 2 is a schematic diagram of an optional violation identification process for unplanned operations according to an embodiment of the present invention;

[0028] Figure 3 is a schematic diagram of an optional unplanned operation violation identification system according to an embodiment of the present invention;

[0029] Figure 4 The hardware structure block diagram of an electronic device (or mobile device) of a method for identifying violations of unplanned operations according to an embodiment of the present invention. DETAILED DESCRIPTION

[0030] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.

[0031] It should be noted that the terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0032] It should be noted that the method and system for identifying violations of unplanned operations in the present application can be used in the field of power operation supervision and management technology when identifying violations of unplanned operations, and can also be used in any field except the field of power operation supervision technology when identifying unplanned operations. The present application does not limit the application field of the method and system for identifying violations of unplanned operations.

[0033] It should be noted that the relevant 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 information and data authorized by the user or fully authorized by all parties, and the collection, storage, use, processing, transmission, provision, disclosure and application of the relevant data comply with the relevant laws, regulations and standards of the relevant regions, take necessary confidentiality measures, do not violate public order and good customs, and provide corresponding operation entrances for users to choose to authorize or refuse. For example, an interface is set up between this system and relevant users or organizations. Before obtaining relevant information, it is necessary to send an acquisition request to the aforementioned user or organization through the interface, and obtain relevant information after receiving the consent information fed back by the aforementioned user or organization.

[0034] It should be noted that in this application, when collecting and analyzing customer information, corresponding operation entrances are provided for users to choose to agree or reject the automated decision-making results; if the user chooses to reject, the expert decision-making process will be entered.

[0035] The following embodiments of the present invention can be applied to various unplanned operation violation identification systems / applications / devices. The present invention covers sufficient data and information of power operations through the identification of unplanned operation violations based on defect orders, unplanned operation violations based on fault orders, unplanned operation violations based on work tickets, and unplanned operation violations based on work order data. Through the extraction and matching of key attributes, unplanned operation violations can be accurately and effectively identified, and the identification range is sufficient, which provides effective protection for the supervision and investigation of unplanned operation violations in power operations and the promotion of safe and orderly power operations.

[0036] The present invention is described in detail below in conjunction with various embodiments.

[0037] Embodiment 1

[0038] According to an embodiment of the present invention, an embodiment of a method for identifying violations of unplanned operations is provided. It should be noted that the steps shown in the flowchart of the accompanying drawings can be executed in a computer system such as a set of computer executable instructions, and although a logical order is shown in the flowchart, in some cases, the steps shown or described can be executed in an order different from that shown here.

[0039] Figure 1 is a flow chart of an optional method for identifying violations of unplanned operations according to an embodiment of the present invention, such as Figure 1 As shown, the method is applied to the violation identification system of unplanned operation, and includes the following steps:

[0040] Step S101, obtaining target operation data to be identified and a target power operation plan sheet set, wherein the target operation data includes at least one of the following: a target defect sheet, a target fault sheet, a target work ticket, and a target work sheet data;

[0041] Step S102, performing an identification operation on the unplanned operation violation information based on the target operation data and the target power operation plan sheet to obtain an identification result, wherein the identification operation includes at least one of the following: unplanned operation violation identification based on the target defect sheet, unplanned operation violation identification based on the target fault sheet, unplanned operation violation identification based on the target work ticket, and unplanned operation violation identification based on the target work sheet data;

[0042] Step S103, obtaining information on unplanned operations and violations during the execution of the power operations based on the identification results.

[0043] Through the above steps, first obtain the target operation data to be identified and the target power operation plan sheet set, wherein the target operation data includes at least one of the following: a target defect sheet, a target fault sheet, a target work ticket and a target work order data, and then perform an identification operation on the unplanned operation violation information based on the target operation data and the target power operation plan sheet to obtain an identification result, wherein the identification operation includes at least one of the following: unplanned operation violation identification based on the target defect sheet, unplanned operation violation identification based on the target fault sheet, unplanned operation violation identification based on the target work ticket and unplanned operation violation identification based on the target work order data, and finally obtain the unplanned operation violation information during the execution of the power operation based on the identification result.

[0044] In this embodiment, through the identification of unplanned operation violations based on defect sheets, the identification of unplanned operation violations based on fault sheets, the identification of unplanned operation violations based on work tickets, and the identification of unplanned operation violations based on work order data, the unplanned operation violations are comprehensively identified from multiple dimensions, covering all the data and information of power operations, with a sufficient identification scope. At the same time, based on the extraction and matching of key attributes, the unplanned operation violations can be accurately and effectively identified, providing a guarantee for the supervision and investigation of unplanned operation violations during the execution of power operations and promoting safe and orderly power operations. This solves the technical problem of low accuracy of the identification results of the related technology based on manual investigation to identify unplanned operation violations in power operations.

[0045] The embodiment of the present invention is described in detail below in combination with the above steps.

[0046] It should be noted that the method for identifying violations of unplanned operations in an embodiment of the present invention can be applied to an unplanned operation violation identification system. Based on the automatic analysis and identification system of the power operation-related data within the target time period, the presence of unplanned operation violations during the execution of the power operation can be identified, thereby issuing alarms or warnings for the violations, thereby providing strong protection for power production safety.

[0047] It should be noted that the embodiment of the present invention matches the defect sheet, fault sheet, work ticket and work sheet data with the plan sheet during the power operation process, matches the power operation data with the relevant plan sheet, and thus identifies the unplanned operation violation during the execution of the power operation. The defect sheet in the power operation usually refers to a document that records the problems or abnormal conditions found in the operation, maintenance and overhaul of the power equipment or system, which records in detail the type, location, scope of influence, possible causes and measures taken of the defects, and is an important part of the safety management of the power system; the fault sheet in the power operation usually refers to a document that records the relevant information of the fault when equipment failure or power supply interruption occurs during the operation of the power system. It usually includes the time and place of the fault, the fault phenomenon, the scope of influence, the preliminary judgment of the cause of the fault, the emergency measures taken and the subsequent processing plan. The fault ticket is an important basis for power companies to conduct fault analysis, find causes and formulate improvement measures; the work ticket for power operations is an important safety management document used to ensure the safe conduct of power operations, and usually records the content of the operation, operation time, operation location, etc.; the work order data for power operations usually refers to various types of data related to power market sales, which are crucial to the power company's market strategy, customer service, operational decision-making and other aspects.

[0048] Step S101, obtaining target operation data to be identified and a target power operation plan set.

[0049] It should be noted that when identifying the unplanned operation violation of the power operation data, it is first necessary to determine the target operation data to be identified and the target operation plan sheet set related to the target data. Since the operation volume of the power system is extremely large, it is a large workload to identify all power operations at one time, which is inefficient and does not meet the actual needs. Therefore, the target operation data within a period of time can be extracted from the massive data, and the relevant target power operation plan sheet set can be matched according to the execution time of the target operation data. The target operation data includes at least one of the following: target defect sheet, target fault sheet, target work ticket and target work order data.

[0050] Optionally, the step of obtaining a set of target operation data to be identified and a target power operation plan sheet includes: filtering out the target operation data to be identified from all target operation data based on preset filtering conditions; determining the operation start time and operation end time in the target operation data to obtain the operation time period; obtaining the operation plan time period of each power plan operation sheet; extracting the target power operation plan sheet whose operation plan time period matches the operation time period of the target operation data from all power operation plan sheets to obtain a set of target power operation plan sheets related to the target operation data.

[0051] It should be noted that target operation data is filtered out from massive operation data according to preset filtering conditions. Different types of target operation data have corresponding filtering conditions. For example, for the filtering of defect orders, the filtering conditions may be at least one of the following: the unit to which the defect order belongs, the time range for extracting the defect order, the defect order status of which is scheduled for defect elimination, pending acceptance, or archived, exclusion of plan order numbers, etc. Excluding plan order numbers means that plan orders that do not involve power construction can be excluded.

[0052] It should be noted that after screening out the target operation data to be identified, a time range is determined based on the operation time period of the power operation recorded in the target operation data, and the power operation plan sheet within the time period is extracted based on the time range to obtain a set of target power operation plan sheets related to the target operation data. The types of target operation data are different and their corresponding time ranges are also different. For example, for the target defect sheet, a plan sheet with a planned start time to a planned end time 4 days before and after the target defect elimination time or discovery time is obtained. For the target work ticket, according to the planned start and end time of the target work ticket, the plan sheet within the time range and the previous 60 days is queried as the target power operation plan sheet corresponding to the target plan ticket.

[0053] Step S102, based on the target operation data and the target power operation plan, an identification operation is performed on the unplanned operation violation information to obtain an identification result.

[0054] It should be noted that the embodiments of the present invention propose unplanned operation violation identification based on target defect sheets, unplanned operation violation identification based on target fault sheets, unplanned operation violation identification based on target work tickets, and unplanned operation violation identification based on target work order data. The identification operation basically covers all operation data of the power system and covers a wide range. It can more accurately identify unplanned operation violations. At the same time, important attributes are extracted from the target operation data and the plan sheet respectively through feature extraction. Based on the matching results between the important attributes, it is determined whether there is an unplanned operation violation, thereby improving the identification accuracy.

[0055] Optionally, the identification of unplanned operation violations based on the target defect sheet includes: when the target operation data is a target defect sheet, extracting defect sheet target attributes from the target defect sheet, wherein the defect sheet target attributes include at least one of the following: associated plan sheet, defect sheet number, power supply station information, reporting team information, reporting unit information, defect description information, address line information; when the associated plan sheet is not empty, determining that the target defect sheet does not contain unplanned operation violation information; or, when the associated plan sheet is empty, determining a set of target power operation plan sheets associated with the target defect sheet; extracting the first plan sheet target attribute corresponding to the target fault sheet from each target power operation plan sheet in the target power operation plan sheet set; matching the target defect sheet with the target power operation plan sheets in the target power operation plan sheet set one by one based on the defect sheet target attribute of the target defect sheet and the first plan sheet target attribute of the target power operation plan sheet to obtain a defect sheet matching result, and determining the unplanned operation violation information based on the defect sheet matching result.

[0056] It should be noted that in order to identify unplanned operation violations through the target defect sheet, the target attributes related to the defect sheet are first extracted from the target defect sheet. The target attributes can be some key attributes in the defect sheet, such as: associated plan sheet, defect sheet number, power supply station information, reporting team information, reporting unit information, defect description information, address and line information. If the target defect sheet records the number of the specific associated plan sheet, it means that there is no violation of the target defect sheet. Otherwise, the plan sheet matching will continue to be carried out to determine the target power operation plan sheet set associated with the defect sheet, and the first plan sheet target attributes related to the target defect sheet will be extracted from the target power associated sheet operation set, and the target defect sheet will be matched with all the first plan sheet target attributes one by one based on the extracted target attributes.

[0057] Optionally, the step of determining unplanned operation violation information based on the matching result includes: when all defect order target attributes of the target defect order are successfully matched with all first plan order target attributes of any target power operation plan order, determining that there is no unplanned operation violation information in the target defect order; or, when any defect order target attribute of the target defect order fails to match any first plan order target attribute of all target power operation plan orders, determining that there is unplanned operation violation information in the target defect order, and marking the target defect order with unplanned operation violation information.

[0058] It should be noted that when matching the target defect list with the target power operation plan list in the target power operation plan list set, if all the target attributes of the target defect list are successfully matched with all the first plan list target attributes of a certain target power operation plan list, it means that the target defect list is successfully matched with the target power operation plan list, indicating that there is no unplanned operation violation in the target defect list; conversely, if the target defect list is not successfully matched with all target power operation plan lists, it indicates that there is an unplanned operation violation in the target defect list.

[0059] Optionally, the identification of unplanned operation violations based on the target trouble ticket includes: when the target operation data is a target trouble ticket, extracting trouble ticket target attributes from the target trouble ticket, wherein the trouble ticket target attributes include at least one of the following: information about the unit to which the target trouble ticket belongs, fault line information, fault location information, fault description information, information about the transformer to which the fault belongs, and fault handling information; extracting a second plan order target attribute corresponding to the target trouble ticket from each target electric power operation plan order in a set of target electric power operation plan orders related to the target trouble ticket; matching the target trouble ticket with the target electric power operation plan orders in the set of target electric power operation plan orders one by one based on the trouble ticket target attributes and the second plan order target attributes to obtain a trouble ticket matching result; and determining the unplanned operation violation information of the target trouble ticket based on the trouble ticket matching result.

[0060] It should be noted that when identifying unplanned operation violations based on the target fault ticket, the fault ticket target attributes are first extracted from the target fault ticket. The fault ticket target attributes are all important attributes related to the fault ticket, such as: the unit information to which the target fault ticket belongs, the fault line information, the fault location information, the fault description information, the fault transformer information, the fault handling information, etc., and then the target power operation plan sheet matching the target fault ticket is obtained to obtain a set of target power operation plan sheets, and the second plan sheet target attributes related to the target fault sheet are extracted from the target power operation plan sheet. Based on the fault ticket target attributes and the second plan sheet target attributes, the target fault ticket and the target power operation plan sheet are matched one by one, and the target power operation plan sheet matching the target fault ticket is screened, and then it is determined whether the power operation corresponding to the target fault ticket contains any unplanned operation violations.

[0061] Optionally, the identification of unplanned operation violations based on the target work ticket includes: when the target operation data is a target work ticket, extracting the work ticket target attributes from the target work ticket, wherein the work ticket target attributes include at least one of the following: information on the unit to which the work ticket belongs, the work location, the work task, and the address line; extracting the third plan order target attributes corresponding to the target work ticket from each target power operation plan order in the target power operation plan order set related to the target work ticket; matching the target fault ticket with the target power operation plan order in the target power operation plan order set one by one based on the work ticket target attributes and the third plan order target attributes to obtain a work ticket matching result; determining the unplanned operation violation information of the target work ticket based on the work ticket matching result.

[0062] It should be noted that when identifying unplanned operation violations based on the target work ticket, the work ticket target attributes are first extracted from the target work ticket. The work ticket target attributes are important attributes in the target work ticket, such as: information on the unit to which the work ticket belongs, work location, work tasks, address lines, etc., and the third plan sheet target attributes corresponding to the target work ticket are extracted from each target power operation plan sheet in the target power operation plan sheet set associated with the target work ticket. Based on the work ticket target attributes and the third plan sheet target attributes, the target work ticket and the target power operation plan sheet are matched one by one, and based on the matching results, it is determined whether there are any unplanned operation violations in the power operation corresponding to the target work ticket.

[0063] Optionally, the step of determining the unplanned work violation information of the target work ticket based on the work ticket matching result includes: when the work ticket matching result indicates that there is a target power operation plan sheet that matches the target work ticket in the target power operation plan sheet set, obtaining the work task table of the target work ticket, wherein the work task table records the work task key information of the target work ticket, the plan sheet key information corresponding to the work task, and the mapping relationship between the work task key information and the plan sheet key information corresponding to the work task; based on the work task table, querying the target power operation plan sheet that matches the target work ticket, and when the target power operation plan sheet contains all the plan sheet key information recorded in the work task table, determining that there is no unplanned work violation information on the target work ticket.

[0064] It should be noted that when the target work ticket is matched to the target power operation plan sheet, it is necessary to further match the target work ticket with the successfully matched target power operation plan sheet, obtain the work task table of the target work ticket, and determine whether the successfully matched power operation plan sheet contains the key information of the plan sheet recorded in the work task table, so as to determine whether there is any unplanned operation violation in the target work ticket.

[0065] Optionally, the identification of unplanned operation violations based on the target work order data includes: when the target operation data is the target work order data, extracting the work order data target attribute from the target work order data, wherein the work order data target attribute includes a first target attribute to be compared and a second target attribute to be compared, the first target attribute to be compared is at least one of the following: substation information, line information, branch line information, and the second target attribute to be compared includes at least one of the following: user number, user name, user address; extracting a fourth plan order target attribute corresponding to the target work order data from each target power operation plan order in the target power operation plan order set related to the target work order data; matching the target work order data with the target power operation plan orders in the target power operation plan order set based on the work order data target attribute and the fourth plan order target attribute to obtain a work order data matching result; determining the unplanned operation violation information of the target work order data based on the work order data matching result, wherein, when the fourth plan order target attribute successfully matches any of the first target attribute to be compared and the second target attribute to be compared of the target work order data, it is determined that the target work order data and the target power operation plan order are successfully matched.

[0066] It should be noted that when identifying unplanned operations based on target work order data, the target attributes of the work order data are first extracted from the target work order data, and the target attributes of the work order data include a first target attribute to be compared and a second target attribute to be compared. The first target attribute to be compared is information related to the substation and the power line, which can be specifically substation information, line information, and branch line information. The second information is data related to the user, which can be specifically user number, user name, user address and other information. Then, the fourth plan single target attribute corresponding to the target work order data is extracted from the target power operation plan sheet associated with the target work order data, and the target work order data is matched with the target power operation plan sheet one by one based on the work order data target attribute and the fourth plan single target attribute. During the matching process, if any of the first target attributes to be compared and all the second target attributes to be compared successfully matches the fourth plan single target attribute, it indicates that the target work order data and the target power operation plan sheet are successfully matched, that is, there is no unplanned operation violation in the power operation corresponding to the target work order data.

[0067] Step S103, obtaining information on unplanned operations and violations during the execution of the power operations based on the identification results.

[0068] It should be noted that by matching the target defect order, target fault order, target work ticket and target work order data with the target power operation plan order, the identification results of unplanned operation violations are obtained, and based on the identification results, the information on unplanned operation violations during the execution of power operations is obtained and transmitted to the management terminal. The unplanned operation violations can be alarmed, warned or punished, thereby improving the safety of subsequent power operations.

[0069] Another optional specific implementation is described in detail below.

[0070] Figure 2 is a schematic diagram of an optional unplanned operation violation identification process according to an embodiment of the present invention, such as Figure 2 As shown in the figure, the violation identification process of unplanned operations includes:

[0071] Step S201, unplanned operation violation identification based on defect sheet: by matching the defect sheet with the relevant key attributes including time, unit, location, etc. in the plan sheet, if the key attributes of the defect sheet do not match the corresponding plan sheet, the power operation corresponding to the defect sheet is determined to be an unplanned operation;

[0072] By matching the relevant key attributes including time, unit and location in the defect sheet with the plan sheet, if the key attributes of the defect sheet do not match the corresponding plan sheet, it is judged as unplanned operation and there is a violation.

[0073] Preferably, the identification of unplanned operation violations based on defect sheets specifically includes:

[0074] Step S2011, query defect orders, query filtering conditions include: defect order unit, discovery time range, defect order status is scheduled for elimination, pending acceptance, archived, excluding plan order number;

[0075] Step S2012: Check whether the "associated plan sheet" attribute of the defect sheet has a plan sheet number. If yes, there is no unplanned operation violation. If no, execute step S2013;

[0076] Step S2013, matching the key attributes of the defect sheet with the work sheet, the specific method is: obtaining the work sheet from the planned start time to the planned end time of the work sheet N (N is a pre-set positive integer) days before and after the defect elimination time or discovery time of the defect sheet, extracting the key attributes including the power supply station, address line, and work task in the work sheet and the key attributes including the power supply station, defect description, functional location, and address line in the defect sheet, and comparing them by extracting the key attributes including the substation, address line, branch line, and station. If they match, query whether the work sheet has a strongly associated plan sheet. If so, match the defect sheet with the plan sheet that is strongly associated with the work sheet through the key attributes; if not, execute step S2014, directly match the defect sheet with the screened power operation plan sheet set one by one;

[0077] Step S2014, match the defect sheet with the plan sheet. If they match, it is a planned operation, otherwise it is an unplanned operation. The specific method is: extract the plan sheet of the power operation plan sheet whose planned start time to planned end time is N days before and after the defect elimination time or discovery time of the defect sheet; first determine whether there is a corresponding defect sheet number in the plan sheet content. If the defect sheet number in the plan sheet is consistent with the defect sheet number, it is determined to be a planned operation. If not or the numbers are inconsistent, match the key attributes of the plan sheet including the power supply station, team, unit, plan content, and work location with the key attributes of the defect sheet including the power supply station, reporting team, reporting unit, defect description, functional location, and address line.

[0078] Step S202, unplanned operation violation identification based on the fault ticket: by matching the relevant key attributes including time, unit, location, etc. in the fault ticket with the plan ticket, if the key attributes of the fault ticket do not match the corresponding plan ticket, it is determined that the power operation corresponding to the fault ticket is an unplanned operation;

[0079] Step S2021, filter the trouble tickets that need to be compared, and filter by the following conditions: the trouble ticket status is repaired, restored, archived, the attribute of whether it is emergency repair is yes, the treatment measures include live repair, power-off repair, live replacement, power-off replacement, and the treatment situation is excluded from the "user table" trouble ticket;

[0080] Step S2022, query the power operation plan sheet that is consistent with the fault sheet time, query the plan sheet whose plan start to plan end time overlaps with the "fault repair time" of the fault sheet by M (pre-set positive integer) days before and after, and obtain the power operation plan sheet set associated with the fault sheet;

[0081] Step S2023, query the plan sheet that is consistent with the fault sheet unit, extract the "power supply station" attribute of the fault sheet, and match it with the "project management unit" attribute in the plan sheet;

[0082] Step S2024, query the plan sheet that has the same attributes as the location of the fault sheet, extract the key attributes of the fault sheet including the line to which it belongs, the fault location, the fault description, the transformer to which it belongs, and the processing status, and compare them with the key attributes of the plan sheet including the work content and the work location. The specific key attributes extracted include substation, line, branch line, and station;

[0083] Step S2025, determine whether the power operation corresponding to the fault ticket is an unplanned operation. If steps S2022-S2024 are satisfied at the same time, there is no violation, otherwise it is determined to be a violation.

[0084] Step S203, unplanned operation violation identification based on work ticket: by matching the work ticket with the relevant key task information including new construction or demolition of equipment in the plan sheet, if the key attribute of the work ticket does not match the corresponding plan sheet, the power operation corresponding to the work ticket is determined to be an unplanned operation;

[0085] Step S2031, filtering the work tickets that need to be identified, which can be filtered by the following conditions: the work ticket status includes being executed, the work has been completed, the work ticket has been completed, and the work ticket of the specified unit and planned time range;

[0086] Step S2032, obtain the work task table of the work ticket, and query the key tasks included in the work ticket. The work task table is as follows:

[0087] Table 1 Work Task List

[0088]

[0089]

[0090] Step S2033, compare the work ticket with the planned order time, and query the planned orders within the time range and the previous K (pre-set positive integer, for example, 60) days according to the planned start and end time of the work ticket, and query the planned order that matches the work ticket from these planned orders;

[0091] Step S2034, compare the work ticket with the plan sheet unit, and compare the power supply station to which the work ticket belongs with the power supply station in the plan sheet;

[0092] Step S2035, compare the location-related attributes of the work ticket and the plan sheet, compare the work location, work task, address line of the work ticket with the plan content and work location of the plan sheet, and extract specific key attributes including substation, line, branch line, station;

[0093] Step S2036, find the plan sheet corresponding to the work ticket. If steps S2033-S2035 are met, it means that the work ticket has a corresponding plan sheet. Then query the plan sheet according to the work task table in step S2032 to see whether it contains the corresponding work content. If it does not, it is judged as an unplanned operation and there is a violation.

[0094] Step S204, matching the work order with the relevant key attributes including time, location, etc. in the plan through the work order data. If the key attributes of the work order data do not match the corresponding plan, it is determined that the power operation corresponding to the work order data is an unplanned operation.

[0095] Step S2041, filter out the required work order data, the filtering conditions include: filter the specified planned time, the work order status is "archived", select "Business Classification" as "Business Expansion Management", and "Business Category" as "Low-voltage non-residential new installation, increase or decrease in capacity, low-voltage residential new installation, increase or decrease in capacity, meter relocation, temporary removal, and cancellation"; select "Business Classification" as "Asset Management", and the work order data work order with "Business Category" as "Temporary Calibration of Electric Energy Metering Equipment".

[0096] Step S2042, the work order data compares the work order time with the planned order time, and the planned time of the work order overlaps with the planned time of the planned order within a range of Q (pre-set positive integer, such as 30) days before and after.

[0097] Step S2043, compare the contents of the work order with those of the plan order, comparison content 1 (corresponding to the first target attribute to be compared mentioned above): extract the key characters of substation, line, branch line, and station in the work location and work content of the plan order, and determine whether these key characters exist in the work order summary of the work order; comparison content 2 (corresponding to the second target attribute to be compared mentioned above): extract the key characters of user number, user name, and user address in the work order summary of the work order, and determine whether these key characters exist in the work content of the plan order. If one of comparison content 1 and comparison content 2 is satisfied, it is determined that the contents of the work order and the plan order are consistent.

[0098] Step S2044, determine whether there is no planned operation. If steps S2042-S2043 are met simultaneously, it is a planned operation, otherwise it is determined to be an unplanned operation.

[0099] The embodiments of the present invention cover sufficient data on power operations through the identification of unplanned operation violations based on defect orders, the identification of unplanned operation violations based on fault orders, the identification of unplanned operation violations based on work tickets, and the identification of unplanned operation violations based on work order data. Through the extraction and matching of key attributes, unplanned operation violations can be accurately and effectively identified, and the identification scope is very sufficient, providing effective protection for the supervision and investigation of unplanned operation violations in power operations and promoting safe and orderly power operations.

[0100] The following is a detailed description in conjunction with another embodiment.

[0101] Embodiment 2

[0102] A violation identification system for unplanned operations provided in this embodiment includes multiple implementation units, each implementation unit corresponds to each implementation step in the above-mentioned embodiment 1. Its specific implementation methods and beneficial effects can refer to the above-mentioned method embodiments and will not be repeated here.

[0103] Figure 3 is a schematic diagram of an optional unplanned operation violation identification system according to an embodiment of the present invention, such as Figure 3 As shown, the unplanned operation violation identification system includes: a first acquisition unit 31, an identification unit 32, and a second acquisition unit 33, wherein:

[0104] The first acquisition unit 31 is used to acquire the target operation data to be identified and the target power operation plan sheet set, wherein the target operation data includes at least one of the following: a target defect sheet, a target fault sheet, a target work ticket and a target work sheet data;

[0105] The identification unit 32 is used to perform an identification operation on the unplanned operation violation information based on the target operation data and the target power operation plan sheet to obtain an identification result, wherein the identification operation includes at least one of the following: unplanned operation violation identification based on the target defect sheet, unplanned operation violation identification based on the target fault sheet, unplanned operation violation identification based on the target work ticket, and unplanned operation violation identification based on the target work sheet data;

[0106] The second acquisition unit 33 is used to obtain the unplanned operation violation information during the execution of the power operation based on the identification result.

[0107] The above-mentioned unplanned operation violation identification system obtains the target operation data to be identified and the target power operation plan sheet set through the first acquisition unit 31, wherein the target operation data includes at least one of the following: target defect sheet, target fault sheet, target work ticket and target work order data; the unplanned operation violation information is identified based on the target operation data and the target power operation plan sheet through the identification unit 32 to obtain the identification result, wherein the identification operation includes at least one of the following: unplanned operation violation identification based on the target defect sheet, unplanned operation violation identification based on the target fault sheet, unplanned operation violation identification based on the target work ticket and unplanned operation violation identification based on the target work order data; the unplanned operation violation information in the execution process of the power operation is obtained based on the identification result through the second acquisition unit 33.

[0108] In this embodiment, through the identification of unplanned operation violations based on defect sheets, the identification of unplanned operation violations based on fault sheets, the identification of unplanned operation violations based on work tickets, and the identification of unplanned operation violations based on work order data, the unplanned operation violations are comprehensively identified from multiple dimensions, covering all the data and information of power operations, with a sufficient identification scope. At the same time, based on the extraction and matching of key attributes, the unplanned operation violations can be accurately and effectively identified, providing a guarantee for the supervision and investigation of unplanned operation violations during the execution of power operations and promoting safe and orderly power operations. This solves the technical problem of low accuracy of the identification results of the related technology based on manual investigation to identify unplanned operation violations in power operations.

[0109] Optionally, the first acquisition unit 31 includes: a first screening module, used to screen out the target operation data to be identified from all the target operation data based on preset screening conditions; a first determination module, used to determine the operation start time and the operation end time in the target operation data to obtain the operation time period; a first acquisition module, used to obtain the operation plan time period of each power plan operation sheet; a first extraction module, used to extract the target power operation plan sheet whose operation plan time period matches the operation time period of the target operation data from all the power operation plan sheets, and obtain a set of target power operation plan sheets related to the target operation data.

[0110] Optionally, the identification unit 32 includes: a second extraction module, which is used to extract the defect order target attributes from the target defect order when the target operation data is a target defect order, wherein the defect order target attributes include at least one of the following: an associated plan order, a defect order number, power supply station information, reporting team information, reporting unit information, defect description information, and address line information; a second determination module, which is used to determine that there is no unplanned operation violation information in the target defect order when the associated plan order is not empty; a third determination module, which is used to determine the target power operation plan order set associated with the target defect order when the associated plan order is empty; a third extraction module, which is used to extract the first plan order target attribute corresponding to the target fault order from each target power operation plan order in the target power operation plan order set; a first matching module, which is used to match the target defect order with the target power operation plan order in the target power operation plan order set one by one based on the defect order target attribute of the target defect order and the first plan order target attribute of the target power operation plan order to obtain a defect order matching result, and determine the unplanned operation violation information based on the defect order matching result.

[0111] Optionally, the first matching module includes: a first determination submodule, used to determine that there is no unplanned operation violation information in the target defect order when all defect order target attributes of the target defect order are successfully matched with all first plan order target attributes of any target power operation plan order; a second determination submodule, used to determine that there is unplanned operation violation information in the target defect order when any defect order target attribute of the target defect order fails to match with any first plan order target attribute of all target power operation plan orders, and mark the target defect order with unplanned operation violation information.

[0112] Optionally, the identification unit 32 also includes: a fourth extraction module, which is used to extract the fault ticket target attributes from the target fault ticket when the target operation data is a target fault ticket, wherein the fault ticket target attributes include at least one of the following: unit information to which the target fault ticket belongs, fault line information, fault location information, fault description information, fault transformer information, and fault handling information; a fifth extraction module, which is used to extract the second plan order target attributes corresponding to the target fault ticket from each target power operation plan order in the target power operation plan order set related to the target fault ticket; a second matching module, which is used to match the target fault ticket with the target power operation plan orders in the target power operation plan order set one by one based on the fault ticket target attributes and the second plan order target attributes to obtain a fault ticket matching result; a fourth determination module, which is used to determine the unplanned operation violation information of the target fault ticket based on the fault ticket matching result.

[0113] Optionally, the identification unit 32 also includes: a sixth extraction module, which is used to extract the work ticket target attributes from the target work ticket when the target operation data is a target work ticket, wherein the work ticket target attributes include at least one of the following: information on the unit to which the work ticket belongs, work location, work task, and address line; a seventh extraction module, which is used to extract the third plan order target attributes corresponding to the target work ticket from each target power operation plan order in the target power operation plan order set related to the target work ticket; a third matching module, which is used to match the target fault ticket with the target power operation plan order in the target power operation plan order set one by one based on the work ticket target attributes and the third plan order target attributes to obtain a work ticket matching result; a fifth determination module, which is used to determine the unplanned operation violation information of the target work ticket based on the work ticket matching result.

[0114] Optionally, the fifth determination module includes: a first acquisition submodule, which is used to obtain a work task table for the target work ticket when the work ticket matching result indicates that there is a target power operation plan sheet that matches the target work ticket in the target power operation plan sheet set, wherein the work task table records the work task key information of the target work ticket, the plan sheet key information corresponding to the work task, and the mapping relationship between the work task key information and the plan sheet key information corresponding to the work task; a third determination submodule, which is used to query the target power operation plan sheet that matches the target work ticket based on the work task table, and determine that there is no unplanned operation violation information on the target work ticket when the target power operation plan sheet contains all the plan sheet key information recorded in the work task table.

[0115] Optionally, the identification unit 32 further includes: a seventh extraction module, for extracting work order data target attributes from the target work order data when the target operation data is target work order data, wherein the work order data target attributes include a first target attribute to be compared and a second target attribute to be compared, the first target attribute to be compared being at least one of the following: substation information, line information, branch line information, and the second target attribute to be compared including at least one of the following: user number, user name, user address; an eighth extraction module, for extracting the target attribute related to the target work order data from each target power operation plan sheet in the target power operation plan sheet set related to the target work order data. A fourth plan order target attribute corresponding to the target work order data; a fourth matching module, used to match the target work order data with the target power operation plan orders in the target power operation plan order set one by one based on the work order data target attribute and the fourth plan order target attribute, to obtain the work order data matching result; a sixth determination module, used to determine the unplanned operation violation information of the target work order data based on the work order data matching result, wherein, when the fourth plan order target attribute successfully matches any of the first target attribute to be compared and the second target attribute to be compared of the target work order data, it is determined that the target work order data and the target power operation plan order are successfully matched.

[0116] The above-mentioned unplanned operation violation identification system may also include a processor and a memory. The above-mentioned first acquisition unit 31, identification unit 32, second acquisition unit 33, etc. are all stored in the memory as program units, and the processor executes the above-mentioned program units stored in the memory to realize corresponding functions.

[0117] The processor includes a kernel, which retrieves the corresponding program unit from the memory. One or more kernels can be set, and the unplanned operation violation in the power operation can be identified by adjusting the kernel parameters.

[0118] The above-mentioned memory may include non-permanent memory in a computer-readable medium, random access memory (RAM) and / or non-volatile memory, such as read-only memory (ROM) or flash memory (fl ash RAM), and the memory includes at least one storage chip.

[0119] According to another aspect of an embodiment of the present invention, a computer-readable storage medium is also provided, the computer-readable storage medium including a stored computer program, wherein when the computer program is running, the device where the computer-readable storage medium is located is controlled to execute any one of the above-mentioned methods for identifying violations of unplanned operations.

[0120] According to another aspect of an embodiment of the present invention, there is also provided an electronic device, comprising one or more processors and a memory, the memory being used to store one or more programs, wherein when the one or more programs are executed by one or more processors, the one or more processors implement any one of the above-mentioned methods for identifying violations of unplanned operations.

[0121] According to another aspect of an embodiment of the present invention, a computer program product is further provided. The computer program product includes a computer program, wherein when the computer program is executed by a processor, any one of the above-mentioned methods for identifying violations of unplanned operations is implemented.

[0122] The present application also provides a computer program product, which, when executed on a data processing device, is suitable for executing a program that initializes the following method steps: obtaining a set of target operation data and a target power operation plan sheet to be identified, wherein the target operation data includes at least one of the following: a target defect sheet, a target fault sheet, a target work ticket, and a target work order data; performing an identification operation on unplanned operation violation information based on the target operation data and the target power operation plan sheet to obtain an identification result, wherein the identification operation includes at least one of the following: unplanned operation violation identification based on a target defect sheet, unplanned operation violation identification based on a target fault sheet, unplanned operation violation identification based on a target work ticket, and unplanned operation violation identification based on target work order data; and obtaining the unplanned operation violation information during the execution of the power operation based on the identification result.

[0123] The present application also provides a computer program product, which, when executed on a data processing device, is also suitable for executing a program that initializes the following method steps: the step of obtaining target operation data to be identified and a target power operation plan sheet set includes: filtering out the target operation data to be identified from all target operation data based on preset filtering conditions; determining the operation start time and operation end time in the target operation data to obtain the operation time period; obtaining the operation plan time period of each power plan operation sheet; extracting the target power operation plan sheet whose operation plan time period matches the operation time period of the target operation data from all power operation plan sheets, and obtaining a target power operation plan sheet set related to the target operation data.

[0124] The present application also provides a computer program product, which, when executed on a data processing device, is also suitable for executing a program initialized with the following method steps: identification of unplanned operation violations based on a target defect sheet includes: when the target operation data is a target defect sheet, extracting defect sheet target attributes from the target defect sheet, wherein the defect sheet target attributes include at least one of the following: an associated plan sheet, a defect sheet number, power supply station information, reporting team information, reporting unit information, defect description information, and address line information; when the associated plan sheet is not empty, determining that the target defect sheet does not contain unplanned operation violation information; or, when the associated plan sheet is empty, determining a set of target power operation plan sheets associated with the target defect sheet; extracting a first plan sheet target attribute corresponding to a target fault sheet from each target power operation plan sheet in the set of target power operation plan sheets; matching the target defect sheet with the target power operation plan sheets in the set of target power operation plan sheets one by one based on the defect sheet target attribute of the target defect sheet and the first plan sheet target attribute of the target power operation plan sheet to obtain a defect sheet matching result, and determining the unplanned operation violation information based on the defect sheet matching result.

[0125] The present application also provides a computer program product, which, when executed on a data processing device, is also suitable for executing a program initialized with the following method steps: the step of determining unplanned operation violation information based on the matching result includes: when all defect order target attributes of the target defect order are successfully matched with all first plan order target attributes of any target power operation plan order, determining that there is no unplanned operation violation information in the target defect order; or, when any defect order target attribute of the target defect order fails to match any first plan order target attribute of all target power operation plan orders, determining that there is unplanned operation violation information in the target defect order, and marking the target defect order with unplanned operation violation information.

[0126] The present application also provides a computer program product, which, when executed on a data processing device, is also suitable for executing a program initialized with the following method steps: identification of unplanned operation violations based on a target fault ticket includes: when the target operation data is a target fault ticket, extracting fault ticket target attributes from the target fault ticket, wherein the fault ticket target attributes include at least one of the following: unit information to which the target fault ticket belongs, fault line information, fault location information, fault description information, fault transformer information, and fault handling information; extracting a second plan order target attribute corresponding to the target fault ticket from each target power operation plan order in a target power operation plan order set related to the target fault ticket; matching the target fault ticket with the target power operation plan orders in the target power operation plan order set one by one based on the fault ticket target attribute and the second plan order target attribute to obtain a fault ticket matching result; determining the unplanned operation violation information of the target fault ticket based on the fault ticket matching result.

[0127] The present application also provides a computer program product, which, when executed on a data processing device, is also suitable for executing a program initialized with the following method steps: identification of unplanned operation violations based on a target work ticket includes: when the target operation data is a target work ticket, extracting the work ticket target attributes from the target work ticket, wherein the work ticket target attributes include at least one of the following: information on the unit to which the work ticket belongs, the work location, the work task, and the address line; extracting the third plan order target attribute corresponding to the target work ticket from each target power operation plan order in a set of target power operation plan orders related to the target work ticket; matching the target fault ticket with the target power operation plan order in the set of target power operation plan orders based on the work ticket target attributes and the third plan order target attributes to obtain a work ticket matching result; determining the unplanned operation violation information of the target work ticket based on the work ticket matching result.

[0128] The present application also provides a computer program product, which, when executed on a data processing device, is also suitable for executing a program initialized with the following method steps: the step of determining the unplanned operation violation information of the target work ticket based on the work ticket matching result includes: when the work ticket matching result indicates that there is a target power operation plan sheet matching the target work ticket in the target power operation plan sheet set, obtaining a work task table for the target work ticket, wherein the work task key information of the target work ticket, the plan sheet key information corresponding to the work task, and the mapping relationship between the work task key information and the plan sheet key information corresponding to the work task are recorded in the work task table; based on the work task table, querying the target power operation plan sheet matching the target work ticket, and when the target power operation plan sheet contains all the plan sheet key information recorded in the work task table, determining that there is no unplanned operation violation information in the target work ticket.

[0129] The present application also provides a computer program product, which, when executed on a data processing device, is also suitable for executing a program that is initialized with the following method steps: unplanned operation violation identification based on target work order data includes: when the target operation data is target work order data, extracting work order data target attributes from the target work order data, wherein the work order data target attributes include a first target attribute to be compared and a second target attribute to be compared, the first target attribute to be compared is at least one of the following: substation information, line information, branch line information, and the second target attribute to be compared includes at least one of the following: user number, user name, user address; from the target work order data related to the target work order data, the target attribute of the work order data is extracted. Extract the fourth plan order target attribute corresponding to the target work order data from each target power operation plan order in the target power operation plan order set; match the target work order data with the target power operation plan orders in the target power operation plan order set one by one based on the work order data target attribute and the fourth plan order target attribute to obtain the work order data matching result; determine the unplanned operation violation information of the target work order data based on the work order data matching result, wherein, when the fourth plan order target attribute successfully matches any of the first target attribute to be compared and the second target attribute to be compared of the target work order data, it is determined that the target work order data is successfully matched with the target power operation plan order.

[0130] Figure 4 1 is a hardware structure block diagram of an electronic device (or mobile device) for identifying a violation of an unplanned operation according to an embodiment of the present invention. Figure 4 As shown, the electronic device may include one or more ( Figure 4 402a, 402b, ..., 402n are used to illustrate) processor 402 (processor 402 may include but is not limited to a processing device such as a microprocessor MCU or a programmable logic device FPGA), memory 404 for storing data. In addition, it may also include: a display, an input / output interface (I / O interface), a universal serial bus (USB) port (which may be included as one of the ports of the I / O interface), a network interface, a keyboard, a power supply and / or a camera. It can be understood by those skilled in the art that Figure 4 The structure shown is only for illustration and does not limit the structure of the above electronic device. Figure 4 More or fewer components as shown, or with Figure 4 Different configurations shown.

[0131] The serial numbers of the above embodiments of the present invention are only for description and do not represent the advantages or disadvantages of the embodiments.

[0132] In the above embodiments of the present invention, the description of each embodiment has its own emphasis. For parts that are not described in detail in a certain embodiment, reference can be made to the relevant descriptions of other embodiments.

[0133] In the several embodiments provided in this application, it should be understood that the disclosed technical content can be implemented in other ways. Among them, the device embodiments described above are only schematic. For example, the division of the units can be a logical function division. There may be other division methods in actual implementation. For example, multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be through some interfaces, indirect coupling or communication connection of units or modules, which can be electrical or other forms.

[0134] The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed on multiple units. Some or all of the units may be selected according to actual needs to achieve the purpose of the present embodiment.

[0135] In addition, each functional unit in each embodiment of the present invention may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above-mentioned integrated unit may be implemented in the form of hardware or in the form of software functional units.

[0136] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present invention, in essence, or the part that contributes to the prior art, or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions for a computer device (which can be a personal computer, a server or a network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present invention. The aforementioned storage medium includes: U disk, read-only memory (ROM, Read-On lyMemory), random access memory (RAM, Random Access Memory), mobile hard disk, magnetic disk or optical disk and other media that can store program codes.

[0137] The above is only a preferred embodiment of the present invention. It should be pointed out that for ordinary technicians in this technical field, several improvements and modifications can be made without departing from the principle of the present invention. These improvements and modifications should also be regarded as the scope of protection of the present invention.

Claims

1. A method for identifying violations of unplanned operations, characterized in that: Violation identification system for unplanned operations, including: Obtaining a set of target operation data to be identified and a target power operation plan sheet, wherein the target operation data includes at least one of the following: a target defect sheet, a target fault sheet, a target work sheet, and a target work sheet data; Based on the target operation data and the target power operation plan sheet, an identification operation is performed on the unplanned operation violation information to obtain an identification result, wherein the identification operation includes at least one of the following: unplanned operation violation identification based on a target defect sheet, unplanned operation violation identification based on a target fault sheet, unplanned operation violation identification based on a target work ticket, and unplanned operation violation identification based on target work sheet data; Based on the identification results, unplanned operation violation information during the execution of the power operation is obtained.

2. The identification method according to claim 1, characterized in that: The steps of obtaining the target operation data to be identified and the target power operation plan set include: Filtering target operation data to be identified from all target operation data based on preset filtering conditions; Determine the job start time and job end time in the target job data to obtain the job time period; Obtain the operation plan time period of each power plan operation order; A target power operation plan sheet whose operation plan time period matches the operation time period of the target operation data is extracted from all power operation plan sheets, and a target power operation plan sheet set related to the target operation data is obtained.

3. The identification method according to claim 1, characterized in that: Unplanned operation violation identification based on target defect list includes: In the case where the target operation data is the target defect list, extracting defect list target attributes from the target defect list, wherein the defect list target attributes include at least one of the following: associated plan list, defect list number, power supply station information, reporting team information, reporting unit information, defect description information, and address line information; In the case where the associated plan list is not empty, determining that the target defect list does not contain any unplanned operation violation information; or, When the associated plan sheet is empty, determining a target power operation plan sheet set associated with the target defect sheet; Extracting a first plan target attribute corresponding to the target fault sheet from each target power operation plan sheet in the target power operation plan sheet set; Based on the defect order target attribute of the target defect order and the first plan order target attribute of the target power operation plan order, the target defect order is matched one by one with the target power operation plan orders in the target power operation plan order set to obtain the defect order matching result, and the unplanned operation violation information is determined based on the defect order matching result.

4. The identification method according to claim 3, characterized in that: The step of determining the unplanned operation violation information based on the matching result includes: In the case where all the defect order target attributes of the target defect order and all the first plan order target attributes of any target power operation plan order are successfully matched, it is determined that the target defect order does not contain any unplanned operation violation information; or When any of the defect order target attributes of the target defect order fails to match any of the first plan order target attributes of all the target power operation plan orders, it is determined that the target defect order contains unplanned operation violation information, and the target defect order containing unplanned operation violation information is marked.

5. The identification method according to claim 1, characterized in that: Unplanned work violation identification based on target trouble tickets includes: In the case where the target operation data is the target fault ticket, extracting a fault ticket target attribute from the target fault ticket, wherein the fault ticket target attribute includes at least one of the following: unit information to which the target fault ticket belongs, fault line information, fault location information, fault description information, transformer information to which the fault belongs, and fault handling information; Extracting a second plan target attribute corresponding to the target fault sheet from each target power operation plan sheet in the target power operation plan sheet set related to the target fault sheet; Matching the target fault ticket with the target power operation plan orders in the target power operation plan order set one by one based on the fault ticket target attribute and the second plan order target attribute to obtain a fault ticket matching result; Unplanned operation violation information of the target trouble ticket is determined based on the trouble ticket matching result.

6. The identification method according to claim 1, characterized in that: Unplanned work violation identification based on target work tickets includes: In the case where the target operation data is the target work ticket, extracting the work ticket target attribute from the target work ticket, wherein the work ticket target attribute includes at least one of the following: information of the unit to which the work ticket belongs, work location, work task, address route; Extracting a third plan target attribute corresponding to the target work ticket from each target power operation plan in the target power operation plan set related to the target work ticket; Based on the work ticket target attribute and the third plan order target attribute, the target fault ticket is matched with the target power operation plan orders in the target power operation plan order set one by one to obtain a work ticket matching result; The unplanned operation violation information of the target work ticket is determined based on the work ticket matching result.

7. The identification method according to claim 6, characterized in that: The step of determining the unplanned operation violation information of the target work ticket based on the work ticket matching result comprises: When the work ticket matching result indicates that there is a target power operation plan sheet matching the target work ticket in the target power operation plan sheet set, obtaining a work task table of the target work ticket, wherein the work task key information of the target work ticket, the plan sheet key information corresponding to the work task, and the mapping relationship between the work task key information and the plan sheet key information corresponding to the work task are recorded in the work task table; The target power operation plan sheet matching the target work ticket is queried based on the work task table. When the target power operation plan sheet contains all the key information of the plan sheet recorded in the work task table, it is determined that there is no unplanned operation violation information in the target work ticket.

8. The identification method according to claim 1, characterized in that: Unplanned operation violation identification based on target work order data includes: In the case where the target operation data is the target work order data, extracting work order data target attributes from the target work order data, wherein the work order data target attributes include a first target attribute to be compared and a second target attribute to be compared, the first target attribute to be compared is at least one of the following: substation information, line information, branch line information, and the second target attribute to be compared includes at least one of the following: user number, user name, user address; Extracting a fourth plan target attribute corresponding to the target work order data from each target power operation plan in the target power operation plan set related to the target work order data; Matching the target work order data with the target power operation plan orders in the target power operation plan order set one by one based on the work order data target attribute and the fourth plan order target attribute to obtain a work order data matching result; The unplanned operation violation information of the target work order data is determined based on the work order data matching result, wherein when the fourth plan order target attribute successfully matches any of the first target attribute to be compared and the second target attribute to be compared of the target work order data, it is determined that the target work order data is successfully matched with the target power operation plan order.

9. A violation identification system for unplanned operations, characterized in that: include: A first acquisition unit is used to acquire target operation data to be identified and a target power operation plan sheet set, wherein the target operation data includes at least one of the following: a target defect sheet, a target fault sheet, a target work ticket, and a target work sheet data; An identification unit, used for performing an identification operation on the unplanned operation violation information based on the target operation data and the target power operation plan sheet to obtain an identification result, wherein the identification operation includes at least one of the following: unplanned operation violation identification based on a target defect sheet, unplanned operation violation identification based on a target fault sheet, unplanned operation violation identification based on a target work ticket, and unplanned operation violation identification based on target work sheet data; The second acquisition unit is used to obtain the unplanned operation violation information during the execution of the power operation based on the identification result.

10. An electronic device, characterized in that: It includes one or more processors and a memory, wherein the memory is used to store one or more programs, wherein when the one or more programs are executed by the one or more processors, the one or more processors implement the method for identifying violations of unplanned operations as described in any one of claims 1 to 8.

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