CN116187983A - Wind turbine generator operation and maintenance management method, device, equipment and storage medium - Google Patents
Wind turbine generator operation and maintenance management method, device, equipment and storage medium Download PDFInfo
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Abstract
The application relates to the technical field of wind power generation equipment, in particular to a method, a device, equipment and a storage medium for managing operation and maintenance of wind turbines, wherein the method comprises the steps of obtaining operation data of each wind turbine; the control display module displays the operation data corresponding to each wind turbine generator; judging whether the operation data accords with an operation standard or not; if the operation data does not accord with the operation standard, marking the wind turbine generator set of which the operation data does not accord with the operation standard, pulling the corresponding operation data to be displayed in an abnormal area, and simultaneously matching an overhaul strategy; the operation data comprise voltage, current, wind turbine generator system temperature and ambient temperature. The wind turbine generator system operation and maintenance method has the effect of better operation and maintenance of the wind turbine generator system.
Description
Technical Field
The application relates to the technical field of wind power generation equipment, in particular to a wind turbine generator operation and maintenance management method, device and equipment and a storage medium.
Background
With the increasing demand for electric power, the traditional power generation mode is thermal power generation, and a great deal of carbon dioxide and pollutant gas emissions exist in thermal power generation. In order to cope with this situation, clean energy has been increasingly paid attention to, and wind energy has been strongly developed as an renewable clean energy. The offshore wind power is an important field of wind power generation development, and because the offshore wind power is large, the wind power generation set can be better utilized to generate power, and the wind power set is arranged on the sea, so that normal production and life of people can not be influenced.
Because the wind turbine generator system is arranged on the sea, the operation and maintenance difficulty of the wind turbine generator system is increased, and the inspection difficulty of maintenance personnel is high and the cost is high.
Disclosure of Invention
In order to better operate and maintain the wind turbine, the application provides a wind turbine operation and maintenance management method, device, equipment and storage medium.
In a first aspect, the method for managing operation and maintenance of a wind turbine generator provided by the application adopts the following technical scheme:
an operation and maintenance management method for a wind turbine generator comprises the following steps:
acquiring operation data of each wind turbine generator;
the control display module displays the operation data corresponding to each wind turbine generator;
judging whether the operation data accords with an operation standard or not;
if the operation data does not accord with the operation standard, marking the wind turbine generator set of which the operation data does not accord with the operation standard, pulling the corresponding operation data to be displayed in an abnormal area, and simultaneously matching an overhaul strategy;
the operation data comprise voltage, current, wind turbine generator system temperature and ambient temperature.
Through adopting above-mentioned technical scheme, electronic equipment acquires the operational data of each wind turbine generator system to control display module shows operational data, operational data and wind turbine generator system one-to-one, the operating condition of the wind turbine generator system of the staff's monitoring of being convenient for. The electronic equipment compares each operation data with the operation standard so as to judge whether the operation data accords with the operation standard, if the operation data does not accord with the operation standard, the wind turbine which does not accord with the operation standard is marked, and the operation data is displayed in an abnormal area, so that a worker can timely inspect the abnormal wind turbine, and the maintenance strategy based on the data matching response which does not accord with the operation standard is convenient for maintenance workers to maintain.
Optionally, after the matching of the overhaul strategy, the method includes:
acquiring current card punching data, and selecting on-duty maintenance personnel information;
acquiring the work arrangement of the selected on-Shift maintenance personnel within a first preset time based on the on-Shift maintenance personnel information;
judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time;
if yes, the operation data of the corresponding wind turbine generator and the overhaul strategy are sent to corresponding on-duty maintenance personnel, and working starting time and working ending time are formulated based on the overhaul strategy.
By adopting the technical scheme, the current card punching data are obtained, and the information of the on-duty maintenance personnel is selected, namely the information of the maintenance personnel currently in the on-duty state is selected. And then, acquiring the work arrangement of the maintenance personnel in the working state within the first preset time, so as to judge whether the maintenance personnel has time to carry out maintenance work. If maintenance personnel can carry out maintenance work, the operation data and the maintenance strategy of the corresponding wind turbine generator system are sent to the maintenance personnel so that the maintenance personnel can maintain the wind turbine generator system, and the electronic equipment establishes work starting time and work ending time according to the maintenance strategy so as to restrict the maintenance personnel and ensure timely maintenance and maintenance efficiency.
Optionally, before the step of determining whether the on-duty maintainer can perform maintenance based on the first preset time, the method includes:
acquiring a history maintenance record of the selected on-duty maintenance personnel;
acquiring the maintenance type of the on-duty maintenance personnel based on the historical maintenance record;
judging the fault type of the wind turbine generator based on the operation data;
judging the matching degree based on the maintenance type and the fault type;
judging whether the matching degree is higher than a matching degree preset value or not;
if yes, executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time;
if not, the display module is controlled to display maintenance alarm information.
By adopting the technical scheme, the history maintenance record of the selected on-Shift maintenance personnel is obtained, the corresponding maintenance type is obtained according to the history maintenance record, then the fault type of the wind turbine generator is judged according to the operation data, and the matching degree of the maintenance type and the fault type is judged, namely, whether the selected on-Shift maintenance personnel has experience or not can meet the maintenance requirement is judged. And if the on-duty maintenance personnel can meet the requirement, executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time. If the on-duty maintenance personnel are not satisfied, the electronic equipment control display module displays maintenance alarm information, namely, no proper on-duty maintenance personnel exist at the moment, so that the staff can make countermeasures as soon as possible, and the delay of the maintenance of the wind turbine generator is avoided.
Optionally, the determining whether the matching degree is higher than a matching degree preset value includes:
if more than two on-duty maintenance personnel exist, the matching degrees are the same and are higher than a preset value;
then randomly selecting one of the on-duty maintenance personnel, and then executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time;
if the matching degree of all the on-duty maintenance personnel is lower than a preset matching degree value;
acquiring the fault grade based on the fault type, and judging whether the fault grade is higher than a preset grade or not;
if the fault level is lower than a preset level, randomly selecting one of the on-duty maintenance personnel, and then executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time;
if the fault level is higher than the preset level, sending support demand information to an emergency contact;
wherein the support demand information includes the operation data, the failure type, and the failure level that do not meet an operation standard.
By adopting the technical scheme, when judging whether the matching degree is higher than the matching degree preset value, if more than two on-duty maintenance personnel have the same matching degree and are higher than the matching degree preset value, then randomly selecting one on-duty maintenance personnel, and then executing the step of judging whether the on-duty maintenance personnel can carry out maintenance based on the first preset time. If the matching degree of all on-duty maintenance personnel is lower than the matching degree preset value, the electronic equipment judges the fault grade of the fault type, if the fault grade is lower than the preset grade, one on-duty maintenance personnel is selected randomly, and if the fault grade is lower than the preset grade, the fault is judged to be more conventional, and maintenance personnel can carry out maintenance, so that one person is selected randomly from the on-duty maintenance personnel. If the fault level is higher than the preset level, the electronic equipment sends support requirement information to the emergency contact person, so that the emergency contact person contacts and dispatches maintenance personnel capable of solving the fault, the problem is solved in time, and the larger problem is avoided.
Optionally, before the working start time and the working end time are formulated based on the maintenance strategy, the method includes:
acquiring weather data in a second preset time;
judging whether the on-duty maintenance personnel can go out for maintenance or not based on the weather data;
if the maintenance can be performed, executing the step of setting the work starting time and the work ending time based on the maintenance strategy;
if the on-duty maintenance personnel cannot perform the on-duty maintenance, acquiring the duration time based on the weather data, and judging whether the on-duty maintenance personnel can perform the on-duty maintenance again based on the duration time;
and if the on-duty maintenance personnel can carry out maintenance, working starting time and working ending time are formulated based on the duration time and the maintenance strategy.
By adopting the technical scheme, the electronic equipment acquires weather data in a second preset time, judges whether on-duty maintenance personnel can travel for maintenance, and if so, executes the step of formulating working starting time and working ending time based on the maintenance strategy. If the maintenance cannot be performed, the duration time of the maintenance cannot be performed is obtained, the maintenance can be performed again based on the duration time, and if the maintenance can be performed, the working starting time and the working ending time formulated according to the maintenance strategy are corrected based on the duration time, so that the time is more reasonable.
Optionally, acquiring device information corresponding to the wind turbine generator based on the operation data;
the device information comprises an installer, service life and current elapsed time;
judging whether the device needs to be overhauled and replaced or not based on the service life and the current elapsed time;
if yes, sending maintenance and replacement information to the installer;
if not, calculating the residual using time of the device and sending the residual using time to an installer;
wherein the remaining usage time is a difference between the lifetime and the current elapsed time.
Through adopting above-mentioned technical scheme, electronic equipment acquires the device information, judges whether the device needs to overhaul to change according to the device information, if need, then sends to installer and overhauls change information, if not need, then sends remaining live time to installer to make installer can reasonable arrangement time, can in time operate when need overhauling to change.
Optionally, after said calculating the remaining usage time of said device and sending said remaining usage time to an installer, the method comprises:
acquiring the corresponding inventory quantity of the devices;
judging whether the stock quantity can meet the quantity required by maintenance and replacement;
if not, the purchasing information is sent to the purchasing personnel.
Through adopting above-mentioned technical scheme, acquire the stock quantity of device, judge whether stock quantity can satisfy maintenance change demand, if can not satisfy, then send purchase information to the purchasing personnel to guarantee that the device can in time examine and repair the change, can not lead to subsequent problem because there is not spare device.
In a second aspect, the present application provides an operation and maintenance management device for a wind turbine generator set, which adopts the following technical scheme:
the acquisition module is used for acquiring the operation data of each wind turbine generator;
the control module is used for controlling the display module to display the operation data corresponding to each wind turbine generator;
the judging module is used for judging whether the operation data accords with an operation standard or not; if the operation data does not accord with the operation standard, marking the wind turbine generator set of which the operation data does not accord with the operation standard, pulling the corresponding operation data to be displayed in an abnormal area, and simultaneously matching an overhaul strategy;
the operation data comprise voltage, current, wind turbine generator system temperature and ambient temperature.
In a third aspect, the present application provides an electronic device, which adopts the following technical scheme:
an electronic device comprising a processor coupled with a memory; the processor is configured to execute a computer program stored in the memory to cause the electronic device to perform the method according to the first aspect.
In a fourth aspect, the present application provides a computer readable storage medium, which adopts the following technical scheme:
a computer readable storage medium comprising a computer program or instructions which, when run on a computer, cause the computer to perform the method of the first aspect.
Drawings
Fig. 1 is a flowchart showing the whole of the embodiment of the present application.
Fig. 2 is a block diagram showing a wind turbine operation and maintenance management device according to an embodiment of the present application.
Fig. 3 is a block diagram illustrating an electronic device according to an embodiment of the present application.
Detailed Description
The present application is described in further detail below in conjunction with figures 1-3.
The present embodiment is merely illustrative of the present application and is not intended to be limiting, and a person skilled in the art, after having read the present specification, may make modifications to the present embodiment without creative contribution as required, but is protected by patent laws within the scope of the claims of the present application.
For the purposes of making the objects, technical solutions and advantages of the embodiments of the present application more clear, the technical solutions of the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is apparent that the described embodiments are some embodiments of the present application, but not all embodiments. All other embodiments that a user of ordinary skill in the art could obtain without inventive faculty based on the embodiments herein are within the scope of protection of the present application.
In addition, the term "and/or" herein is merely an association relationship describing an association object, and means that three relationships may exist, for example, a and/or B may mean: a exists alone, A and B exist together, and B exists alone. In this context, unless otherwise specified, the term "/" generally indicates that the associated object is an "or" relationship.
The embodiment of the application discloses an operation and maintenance management method for a wind turbine. The wind turbine generator operation and maintenance management method can be executed by the electronic equipment.
The embodiment of the application discloses an operation and maintenance management method for a wind turbine. Referring to fig. 1, a main flow of the wind turbine generator operation and maintenance management method is described as follows (S100-S400):
step S100, operation data of each wind turbine generator is obtained;
step S200, controlling a display module to display operation data corresponding to each wind turbine generator;
step S300, judging whether the operation data accords with the operation standard; if the operation data does not meet the operation standard, the step S400 is carried out;
step S400, marking the wind turbine generator with operation data which does not meet the operation standard, pulling the corresponding operation data to be displayed in an abnormal area, and simultaneously matching with an overhaul strategy;
the operation data comprise voltage, current, wind turbine generator system temperature and environment temperature.
The electronic equipment acquires the operation data of each wind turbine, various sensors and detection devices are arranged at the wind turbine, so that the collection of the operation data can be realized, the sensors and the detection devices are all in the prior art, the electronic equipment can be directly applied, the operation data are transmitted to the electronic equipment, and the operation data comprise but are not limited to voltage, current, wind turbine temperature and environmental temperature. The electronic equipment is used for controlling the display module to display the operation data corresponding to each wind turbine after the operation data are acquired, judging whether the operation data meet the operation standard or not, namely comparing the single item data contained in the operation data with a preset threshold value by the electronic equipment, marking the wind turbine which does not meet the operation standard when the single item data which does not meet the threshold value requirement exist in the operation data, displaying the operation data of the wind turbine in an abnormal area, facilitating the operator to check the abnormal operation data, and carrying out the matching of the overhaul strategy based on the single item data which does not meet the threshold value when the single item data which does not meet the threshold value requirement exist is judged, namely prestored corresponding processing methods according to different abnormal conditions, and calling the corresponding processing methods when the operation standard is not met, and providing reference for the operator by utilizing the mode of the matched overhaul strategy, so that the maintainer can overhaul conveniently.
As an alternative implementation manner of the embodiment of the present application, after matching the overhaul policy, the method includes: acquiring current card punching data, and selecting on-duty maintenance personnel information; acquiring work arrangement of the selected on-Shift maintainer in a first preset time based on the on-Shift maintainer information; judging whether on-duty maintenance personnel can carry out maintenance or not based on the first preset time; if yes, the operation data and the maintenance strategy of the corresponding wind turbine generator are sent to corresponding on-duty maintenance personnel, and the working starting time and the working ending time are formulated based on the maintenance strategy.
The characteristic of on-duty maintenance personnel is that the maintenance personnel who currently perform the punching and working work, namely the maintenance personnel in the working state.
After the electronic equipment is matched with the maintenance strategy, the electronic equipment also acquires current card punching data, selects on-Shift maintainer information in the card punching data, acquires work arrangement of on-Shift maintainers based on the on-Shift maintainer information, and takes the first preset time as a limit. Because the wind turbine generator system is abnormal, maintenance personnel need to be arranged as soon as possible to carry out maintenance, the first preset time is set as a limit, the situation that the arranged maintenance personnel have work arrangement recently and cannot carry out maintenance in a short time is avoided, and the wind turbine generator system has the possibility of having a larger problem. And the corresponding work starting time and work ending time are formulated to restrict maintenance personnel, so that the maintenance personnel can repair in time, and the repair efficiency is ensured.
The first preset time can be set to a fixed value manually, and the first preset time is used as a limit whenever an abnormality occurs. The first preset time can also be set with a plurality of fixed values, the overhaul strategies are graded, when the grade of the overhaul strategies is high, the first preset time is selected as the limit, and when the grade of the overhaul strategies is low, the first preset time is selected as the limit, so that the function of different countermeasures for different situations is realized. And the judgment of the overhaul strategy level is carried out through the threshold value, after the single data is judged to be not in accordance with the threshold value requirement, the difference value between the single data and the threshold value is calculated, and the overhaul strategy level is judged by utilizing the range of the judgment difference value. For example, when the difference is between 1 and 5, the service policy level is the lowest level, when the difference is between 5 and 10, the service policy level is the middle level, and when the difference is greater than 10, the service policy level is the highest level.
As an alternative implementation manner of the embodiment of the application, before judging whether on-duty maintenance personnel can carry out maintenance or not based on the first preset time, the method comprises the following steps: acquiring a history maintenance record of the selected on-duty maintenance personnel; acquiring the maintenance type of the on-duty maintenance personnel based on the historical maintenance record; judging the fault type of the wind turbine generator based on the operation data; judging the matching degree based on the maintenance type and the fault type; judging whether the matching degree is higher than a preset matching degree value or not; if yes, judging whether on-duty maintenance personnel can carry out maintenance or not based on the first preset time; if not, the display module is controlled to display maintenance alarm information.
Before judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time, the electronic equipment acquires a history maintenance record of the selected on-duty maintenance personnel, and the history maintenance record records what kind of maintenance operation is carried out by the corresponding on-duty maintenance personnel, namely, the maintenance of the on-duty maintenance personnel has operation experience in the aspect. The electronic equipment judges the maintenance type of the on-duty maintenance personnel based on the historical maintenance record, judges the fault type of the wind turbine generator based on the operation data, judges the matching degree based on the maintenance type and the fault type, and finally judges whether the matching degree is higher than a preset value, if so, the electronic equipment executes the step of judging whether the on-duty maintenance personnel has enough time to carry out maintenance based on the maintenance strategy, and if not, the electronic equipment controls the display module to display maintenance alarm information.
Wherein, obtain the maintenance type of sentry maintainer and include: the maintenance types are divided according to the historical maintenance records, the determination of the maintenance types of on-duty maintenance personnel is preset, and the corresponding maintenance types can be obtained according to the historical maintenance records of the on-duty maintenance personnel. Judging the fault type of the wind turbine generator comprises the following steps: after the occurrence of the problem of the wind turbine generator is determined, according to the singles which do not meet the threshold value requirement as the judging standard, when the abnormal singles are voltage data, the fault type is a voltage problem, when the abnormal singles are current data, the fault type is a current problem, the fault type corresponds to the operation data one by one, and when certain data are abnormal, the fault type can be judged according to the corresponding relation.
As an optional implementation manner of the embodiment of the present application, determining whether the matching degree is higher than a matching degree preset value includes: if more than two on-duty maintenance personnel exist, the matching degree is the same and is higher than a preset value; then randomly selecting one of the on-duty maintenance personnel, and then executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time; if the matching degree of all on-duty maintenance personnel is lower than the preset matching degree value; acquiring a fault grade based on the fault type, and judging whether the fault grade is higher than a preset grade or not; if the fault level is lower than the preset level, randomly selecting one of the on-duty maintenance personnel, and then executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time; if the fault level is higher than the preset level, sending support demand information to the emergency contact; the support demand information comprises operation data, fault types and fault grades which do not accord with operation standards.
The judging of the matching degree comprises the following steps: if the matching degree is not less than two on Shift maintenance personnel with a preset value, one on Shift maintenance personnel is selected randomly, and then the step of judging whether the on Shift maintenance personnel can carry out maintenance or not based on the first preset time is executed. If the matching degree of all on Shift maintenance personnel is lower than the matching degree preset value, judging the fault grade based on the fault type, and for the corresponding preset fault grade of the fault type, randomly selecting one on Shift maintenance personnel if the fault grade is lower than the preset grade, then executing the step of judging whether the on Shift maintenance personnel can carry out maintenance or not based on the first preset time by the electronic equipment, if the fault grade is higher than the preset grade, sending support requirement information to the emergency contact person by the electronic equipment, wherein the fault grade is high at the moment, but the matching degree of the on Shift maintenance personnel is lower than the matching degree preset value, so that the on Shift maintenance personnel cannot carry out maintenance and need to send the support requirement information to the emergency contact person for seeking help.
The support demand information comprises operation data, fault types and fault grades which do not accord with operation standards. The support needs information includes data regarding the abnormal problem, thereby facilitating scheduling of responsive serviceman to post service.
As an alternative implementation of the embodiment of the present application, before formulating the work start time and the work end time based on the overhaul strategy, the method includes: acquiring weather data in a second preset time; judging whether on-duty maintenance personnel can go out for maintenance or not based on weather data; if the travel maintenance is possible, executing the step of formulating the work starting time and the work ending time based on the maintenance strategy; if the on-duty maintenance personnel cannot travel for maintenance, acquiring duration time based on weather data, and judging whether the on-duty maintenance personnel can travel for maintenance again based on the duration time; if the on-duty maintenance personnel can carry out maintenance, working starting time and working ending time are formulated based on the duration time and the maintenance strategy.
The electronic equipment acquires weather data in a second preset time, judges whether on-duty maintenance personnel can travel for maintenance based on the weather data, and if the on-duty maintenance personnel can travel for maintenance, the electronic equipment executes the step of formulating working starting time and working ending time based on a maintenance strategy; if the maintenance can not be performed, the electronic equipment acquires the duration time based on the weather data, namely, when the maintenance personnel can perform the maintenance, and jointly formulates the work starting time and the work ending time based on the duration time and the maintenance strategy.
Because the maintenance personnel can not travel for maintenance due to weather reasons, the maintenance personnel can not travel for maintenance due to unreliability, if the maintenance personnel can not travel for maintenance according to the working time formulated by the maintenance strategy, the maintenance personnel can not complete the maintenance, so that the duration of the maintenance personnel which can not travel needs to be increased under the condition, and then the working starting time and the working ending time are formulated.
Distance illustrates that if maintenance personnel can travel for maintenance, the working start time formulated based on the maintenance strategy is 1 month and 1 day, and the working end time is 1 month and 2 days. If maintenance personnel cannot travel for maintenance and the duration is 2 days, the maintenance personnel still works according to 1 month, 1 day and 1 month, 2 days, and the maintenance personnel cannot travel for maintenance, and the maintenance personnel still work according to 1 month, 1 month and 2 days, so that the maintenance personnel cannot travel for maintenance is unreasonable. It is necessary to increase the duration, i.e. the work start time is 1 month and 1 day and the work end time is 1 month and 4 days.
As an alternative implementation of the embodiment of the present application, the method further includes: acquiring device information of a corresponding wind turbine generator based on the operation data; the device information comprises installer, service life and current used time; judging whether the device needs to be overhauled and replaced or not based on the service life and the current elapsed time; if yes, sending maintenance and replacement information to an installer; if not, calculating the residual use time of the device and sending the residual use time to an installer; wherein the remaining use time is the difference between the service life and the current elapsed time.
The operation data includes information of devices applied to the wind turbine generator, that is, the electronic equipment obtains device information of the corresponding wind turbine generator based on the operation data, wherein the device information includes but is not limited to an installer, service life and current elapsed time. Judging whether the end device needs to be overhauled and replaced according to the service life of the device and the current elapsed time by the electronic equipment, if so, sending overhauling and replacing information to an installer by the electronic equipment, wherein the installer is a maintainer for installing the device; if not, the residual practical time of the device is calculated and sent to the installer, so that the installer can know the residual use time of the device conveniently, the time is reasonably arranged, and the device is overhauled and replaced. The residual service time is the difference between the service life and the current elapsed time.
As an alternative implementation of the embodiment of the present application, after calculating the remaining usage time of the device and sending the remaining usage time to the installer, it includes: acquiring the inventory quantity of the corresponding devices; judging whether the stock quantity can meet the quantity required by maintenance and replacement; if not, the purchasing information is sent to the purchasing personnel.
After the remaining service time is sent to the installer, the electronic equipment acquires the inventory quantity of the corresponding device, judges whether the inventory quantity can meet the quantity required by maintenance and replacement, and if the inventory quantity cannot meet the quantity required by maintenance and replacement, the electronic equipment sends purchase information to the purchasing personnel. The remaining service time of the device is utilized for planning in advance, so that no spare device can be replaced when the device needs to be replaced.
Fig. 2 is a block diagram of a wind turbine operation and maintenance management device 500 according to an embodiment of the present application, where as shown in fig. 2, the wind turbine operation and maintenance management device 500 includes:
the acquiring module 501 is configured to acquire operation data of each wind turbine generator;
the control module 502 is configured to control the display module to display operation data corresponding to each wind turbine generator;
a judging module 503, configured to judge whether the operation data meets an operation standard; if the operation data does not accord with the operation standard, marking the wind turbine generator set of which the operation data does not accord with the operation standard, pulling the corresponding operation data to be displayed in an abnormal area, and simultaneously matching an overhaul strategy;
the operation data comprise voltage, current, wind turbine generator system temperature and environment temperature.
In this alternative embodiment, the wind turbine operation and maintenance management device 500 further includes:
the first acquisition sub-module is used for acquiring current card punching data after matching with the overhaul strategy and selecting on-duty maintainer information;
the second acquisition sub-module is used for acquiring the work arrangement of the selected on-Shift maintainer within the first preset time based on the on-Shift maintainer information;
the first judging submodule is used for judging whether on-duty maintenance personnel can carry out maintenance or not based on first preset time; if yes, the operation data and the maintenance strategy of the corresponding wind turbine generator are sent to corresponding on-duty maintenance personnel, and the working starting time and the working ending time are formulated based on the maintenance strategy.
In this alternative embodiment, the wind turbine operation and maintenance management device 500 further includes:
the third acquisition sub-module is used for acquiring a history maintenance record of the selected on-Shift maintenance personnel before judging whether the on-Shift maintenance personnel can carry out maintenance or not based on the first preset time;
a fourth obtaining sub-module, configured to obtain a maintenance type of an on-duty maintenance person based on the history maintenance record;
the second judging sub-module is used for judging the fault type of the wind turbine generator based on the operation data;
the third judging sub-module is used for judging the matching degree based on the maintenance type and the fault type;
a fourth judging sub-module, configured to judge whether the matching degree is higher than a preset matching degree value; if yes, executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time; if not, the display module is controlled to display maintenance alarm information.
Specifically, the fourth judging submodule further includes:
if more than two on-duty maintenance personnel exist, the matching degree is the same and is higher than a preset value;
then randomly selecting one of the on-duty maintenance personnel, and then executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time;
if the matching degree of all on-duty maintenance personnel is lower than the preset matching degree value;
acquiring a fault grade based on the fault type, and judging whether the fault grade is higher than a preset grade or not;
if the fault level is lower than the preset level, randomly selecting one of the on-duty maintenance personnel, and then executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time;
if the fault level is higher than the preset level, sending support demand information to the emergency contact;
the support demand information comprises operation data, fault types and fault grades which do not accord with operation standards.
In this alternative embodiment, the wind turbine operation and maintenance management device 500 further includes:
a fifth obtaining sub-module, configured to obtain weather data in a second preset time before a working start time and a working end time are formulated based on an overhaul strategy;
a fifth judging sub-module for judging whether the on-duty maintenance personnel can go out for maintenance based on weather data; if the travel maintenance is possible, executing the step of formulating the work starting time and the work ending time based on the maintenance strategy; if the on-duty maintenance personnel cannot travel for maintenance, acquiring duration time based on weather data, and judging whether the on-duty maintenance personnel can travel for maintenance again based on the duration time; if the on-duty maintenance personnel can carry out maintenance, working starting time and working ending time are formulated based on the duration time and the maintenance strategy.
In this alternative embodiment, the wind turbine operation and maintenance management device 500 further includes:
a sixth acquisition sub-module, configured to acquire device information of a corresponding wind turbine generator based on the operation data; the device information comprises an installer, service life and current elapsed time;
a sixth judging submodule, configured to judge whether the device needs maintenance and replacement based on the service life and the current elapsed time; if yes, sending maintenance and replacement information to an installer; if not, calculating the residual use time of the device and sending the residual use time to an installer;
wherein the remaining use time is the difference between the service life and the current elapsed time.
In this alternative embodiment, the wind turbine operation and maintenance management device 500 further includes:
a seventh obtaining sub-module, configured to obtain the inventory number of the corresponding device after calculating the remaining usage time of the device and sending the remaining usage time to the installer;
a seventh judging sub-module, configured to judge whether the inventory quantity can meet the quantity required for maintenance and replacement; if not, the purchasing information is sent to the purchasing personnel.
Fig. 3 is a block diagram of an electronic device 600 according to an embodiment of the present application. The electronic device 600 may be a mobile phone, tablet computer, PC, server, etc. As shown in fig. 3, the electronic device 600 includes a memory 601, a processor 602, and a communication bus 603; the memory and the processor 602 are connected through a communication bus 603. The memory 601 stores a computer program that can be loaded by the processor 602 and execute the wind turbine operation and maintenance management method as provided in the above embodiment.
The memory 601 may be used to store instructions, programs, code, sets of codes, or sets of instructions. The memory 601 may include a storage program area and a storage managed data area, where the storage program area may store instructions for implementing an operating system, instructions for at least one function, and instructions for implementing the wind turbine operation and maintenance management method provided in the above embodiments, and the like; the managed data storage area may store managed data and the like related to the wind turbine generator operation and maintenance management method provided by the embodiment.
The processor 602 may include one or more processing cores. The processor 602 performs various functions of the present application and processes the managed data by executing or executing instructions, programs, code sets, or instruction sets stored in the memory 601, invoking the managed data stored in the memory 601. The processor 602 may be at least one of an application specific integrated circuit (Application Specific Integrated Circuit, ASIC), a digital signal processor (Digital Signal Processor, DSP), a digital signal processing device (Digital Signal Processing Device, DSPD), a programmable logic device (Programmable Logic Device, PLD), a field programmable gate array (Field Programmable Gate Array, FPGA), a central processing unit (Central Processing Unit, CPU), a controller, a microcontroller, and a microprocessor. It will be appreciated that the electronics for implementing the functions of the processor 602 described above may be other for different devices, and embodiments of the present application are not specifically limited.
The communication bus 603 may include a path to transfer information between the above components. The communication bus 603 may be a PCI (Peripheral Component Interconnect, peripheral component interconnect standard) bus or an EISA (Extended Industry Standard Architecture ) bus, or the like. The communication bus 603 may be divided into an address bus, a managed data bus, a control bus, and the like. For ease of illustration, only one double arrow is shown in FIG. 3, but not only one bus or one type of bus.
The embodiment of the application provides a computer storage medium, which stores a computer program capable of being loaded by a processor and executing the wind turbine operation and maintenance management method provided by the embodiment.
In this embodiment, the computer storage medium may be a tangible device that holds and stores instructions for use by the instruction execution apparatus. The computer storage medium may be, but is not limited to, an electronic storage device, a magnetic storage device, an optical storage device, an electromagnetic storage device, a semiconductor storage device, or any combination of the preceding. In particular, the computer storage medium may be a portable computer diskette, hard disk, U disk, random Access Memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM or flash memory), podium random access memory (SRAM), portable compact disc read-only memory (CD-ROM), digital Versatile Disk (DVD), memory stick, floppy disk, optical disk, magnetic disk, mechanical coding device, and any combination of the foregoing.
The terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus.
The foregoing description of the preferred embodiments of the present application is not intended to limit the scope of the application, in which any feature disclosed in this specification (including abstract and drawings) may be replaced by alternative features serving the same, equivalent or similar purpose, unless expressly stated otherwise. That is, each feature is one example only of a generic series of equivalent or similar features, unless expressly stated otherwise.
Claims (9)
1. The operation and maintenance management method for the wind turbine generator is characterized by comprising the following steps of:
acquiring operation data of each wind turbine generator;
the control display module displays the operation data corresponding to each wind turbine generator;
judging whether the operation data accords with an operation standard or not;
if the operation data does not accord with the operation standard, marking the wind turbine generator set of which the operation data does not accord with the operation standard, pulling the corresponding operation data to be displayed in an abnormal area, and simultaneously matching an overhaul strategy;
the operation data comprise voltage, current, wind turbine generator set temperature and environment temperature;
after the matching overhaul strategy, comprising:
acquiring current card punching data, and selecting on-duty maintenance personnel information;
acquiring the work arrangement of the selected on-Shift maintenance personnel within a first preset time based on the on-Shift maintenance personnel information;
judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time;
if yes, the operation data of the corresponding wind turbine generator and the overhaul strategy are sent to corresponding on-duty maintenance personnel, and working starting time and working ending time are formulated based on the overhaul strategy.
2. The method of claim 1, comprising, prior to said determining whether said on Shift service personnel is available for service based on said first preset time:
acquiring a history maintenance record of the selected on-duty maintenance personnel;
acquiring the maintenance type of the on-duty maintenance personnel based on the historical maintenance record;
judging the fault type of the wind turbine generator based on the operation data;
judging the matching degree based on the maintenance type and the fault type;
judging whether the matching degree is higher than a matching degree preset value or not;
if yes, executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time;
if not, the display module is controlled to display maintenance alarm information.
3. The method of claim 2, wherein said determining whether the degree of matching is higher than a degree of matching preset value comprises:
if more than two on-duty maintenance personnel exist, the matching degrees are the same and are higher than a preset value;
then randomly selecting one of the on-duty maintenance personnel, and then executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time;
if the matching degree of all the on-duty maintenance personnel is lower than a preset matching degree value;
acquiring a fault grade based on the fault type, and judging whether the fault grade is higher than a preset grade or not;
if the fault level is lower than a preset level, randomly selecting one of the on-duty maintenance personnel, and then executing the step of judging whether the on-duty maintenance personnel can carry out maintenance or not based on the first preset time;
if the fault level is higher than the preset level, sending support demand information to an emergency contact;
wherein the support demand information includes the operation data, the failure type, and the failure level that do not meet an operation standard.
4. The method of claim 1, comprising, prior to said formulating a work start time and a work end time based on said service strategy:
acquiring weather data in a second preset time;
judging whether the on-duty maintenance personnel can go out for maintenance or not based on the weather data;
if the maintenance can be performed, executing the step of setting the work starting time and the work ending time based on the maintenance strategy;
if the on-duty maintenance personnel cannot perform the on-duty maintenance, acquiring the duration time based on the weather data, and judging whether the on-duty maintenance personnel can perform the on-duty maintenance again based on the duration time;
and if the on-duty maintenance personnel can carry out maintenance, working starting time and working ending time are formulated based on the duration time and the maintenance strategy.
5. The method as recited in claim 1, further comprising:
acquiring device information corresponding to the wind turbine generator based on the operation data;
the device information comprises an installer, service life and current elapsed time;
judging whether the device needs to be overhauled and replaced or not based on the service life and the current elapsed time;
if yes, sending maintenance and replacement information to the installer;
if not, calculating the residual using time of the device and sending the residual using time to an installer;
wherein the remaining usage time is a difference between the lifetime and the current elapsed time.
6. The method of claim 5, wherein after said calculating a remaining usage time of said device and transmitting said remaining usage time to an installer, comprising:
acquiring the corresponding inventory quantity of the devices;
judging whether the stock quantity can meet the quantity required by maintenance and replacement;
if not, the purchasing information is sent to the purchasing personnel.
7. An operation and maintenance management device for a wind turbine generator, comprising:
the acquisition module is used for acquiring the operation data of each wind turbine generator;
the control module is used for controlling the display module to display the operation data corresponding to each wind turbine generator;
the judging module is used for judging whether the operation data accords with an operation standard or not; if the operation data does not accord with the operation standard, marking the wind turbine generator set of which the operation data does not accord with the operation standard, pulling the corresponding operation data to be displayed in an abnormal area, and simultaneously matching an overhaul strategy;
the operation data comprise voltage, current, wind turbine generator set temperature and environment temperature;
the first acquisition sub-module is used for acquiring current card punching data after matching with the overhaul strategy and selecting on-duty maintainer information;
the second acquisition sub-module is used for acquiring the work arrangement of the selected on-Shift maintainer within the first preset time based on the on-Shift maintainer information;
the first judging submodule is used for judging whether on-duty maintenance personnel can carry out maintenance or not based on first preset time; if yes, the operation data and the maintenance strategy of the corresponding wind turbine generator are sent to corresponding on-duty maintenance personnel, and the working starting time and the working ending time are formulated based on the maintenance strategy.
8. An electronic device comprising a processor coupled to a memory; the processor is configured to execute a computer program stored in the memory to cause the electronic device to perform the method of any one of claims 1 to 6.
9. A computer readable storage medium comprising a computer program or instructions which, when run on a computer, cause the computer to perform the method of any of claims 1 to 6.
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| CN202310456537.8A CN116187983A (en) | 2023-04-26 | 2023-04-26 | Wind turbine generator operation and maintenance management method, device, equipment and storage medium |
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| CN202310456537.8A CN116187983A (en) | 2023-04-26 | 2023-04-26 | Wind turbine generator operation and maintenance management method, device, equipment and storage medium |
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Application publication date: 20230530 |