Offshore photovoltaic information management system and method, and electronic equipment

Abstract

The embodiment of the invention provides an offshore photovoltaic information management system and method, and electronic equipment, and relates to the field of photovoltaic technology, and the system comprises a data obtaining module which is used for obtaining external environment parameters collected by a plurality of sensors, and obtaining the operation data of photovoltaic equipment in an installed photovoltaic region; the on-site feedback module is used for acquiring feedback information aiming at the offshore photovoltaic construction site and specifying the transmission direction of the feedback information; the task processing module is used for generating a target task according to the feedback information, determining a task execution strategy corresponding to the target task in combination with the external environment parameters, and sending the target task to the target terminal, so that the target terminal uploads a task execution result obtained by executing the target task based on the task execution strategy; and the information display module is used for displaying the task execution information of the target task, responding to the trigger operation of the target person, and displaying the display information in the user permission corresponding to the target person. According to the invention, unified management can be realized.

Description

Background Art

[0002] Mobile terminals can ensure timely information feedback, comprehensive content, and instant communication in many scenarios due to their portability and ease of operation. Their good applications can play an excellent role in modern construction and management.

[0003] The construction process of offshore photovoltaic projects is numerous and complex, and each process is crucial. Therefore, it is of great significance to achieve unified management of offshore photovoltaic projects.

[0004] In the process of implementing offshore photovoltaics, data management is currently carried out manually or through servers, which is less convenient and cannot achieve real-time management. Summary of the invention

[0005] The purpose of the present disclosure is to provide an offshore photovoltaic information management system, an offshore photovoltaic information management method and an electronic device, thereby at least to a certain extent overcoming the problem of being unable to manage offshore photovoltaic projects in real time due to the limitations and defects of related technologies.

[0006] According to one aspect of the present disclosure, there is provided an offshore photovoltaic information management system, which is applied to a mobile terminal, and the offshore photovoltaic information management system includes: a data acquisition module, which is used to acquire external environmental parameters collected by multiple sensors, and acquire the operating data of photovoltaic equipment in the photovoltaic area where the installation has been completed; a field feedback module, which is used to acquire feedback information for the offshore photovoltaic construction site and specify the transmission direction of the feedback information; the feedback information includes abnormal feedback information determined according to the external environmental parameters and the operating data and other feedback information of the offshore photovoltaic construction site; a task processing module, which is used to generate a target task according to the feedback information after sending the feedback information to the target terminal according to the transmission direction, determine the task execution strategy corresponding to the target task in combination with the external environmental parameters, and send the target task to the target terminal, so that the target terminal uploads the task processing result obtained by executing the target task based on the task execution strategy; an information display module, which is used to display the task execution information of the target task, and respond to the trigger operation of the target personnel to display the display information within the user authority corresponding to the target personnel on the operation interface.

[0007] In an exemplary embodiment of the present disclosure, the task processing module includes: a target task determination module, which is used to determine the target task according to the type of feedback information; a task execution module, which is used to determine the task execution range according to the feedback content in the feedback information when the task execution policy of the target task is allowed to be executed according to the external environmental parameters, and execute the target task according to the task execution range to determine the task execution result; and a task stop execution module, which is used to stop executing the target task when the task execution policy of the target task is determined to be prohibited to be executed according to the external environmental parameters.

[0008] In an exemplary embodiment of the present disclosure, the target task determination module includes: a first task determination module, which is used to determine the target task as an exception handling task if the type of feedback information is equipment abnormality feedback information in the abnormal feedback information; a second task determination module, which is used to determine the target task as a suggestion evaluation task if the type of feedback information is suggestion feedback information; a third task determination module, which is used to determine the target task as a construction progress adjustment task if the type of feedback information is construction progress feedback information; a fourth task determination module, which is used to determine the target task as a construction quality adjustment task if the type of feedback information is construction quality feedback information; and a fifth task determination module, which is used to determine the target task as a photovoltaic equipment adjustment task if the type of feedback information is performance feedback information of photovoltaic equipment.

[0009] In an exemplary embodiment of the present disclosure, the information display module includes: a user authority determination module, which is used to obtain the user authority of a target person associated with an offshore photovoltaic construction site; a display information determination module, which is used to call up display information within the user authority of the target person in response to a user trigger operation; the display information includes one or more of the monitoring screen, alarm information, personnel allocation information, construction process information, task execution results, and feedback information of the offshore photovoltaic construction site; a first display module, which is used to display the monitoring screen of the photovoltaic equipment in each photovoltaic area in the first display area on the operation interface; a second display module, which is used to display detailed information of the photovoltaic equipment corresponding to the abnormal feedback information in each photovoltaic area in the second display area; and a third display module, which is used to independently display one or more of the alarm information, personnel allocation information, construction process information, and feedback information in the form of a floating window in the blank area outside the first display area and the second display area.

[0010] In an exemplary embodiment of the present disclosure, the offshore photovoltaic information management system further includes: The instant messaging module is used to respond to a click operation on an instant messaging control on the operation interface and to communicate instantly with personnel related to the offshore photovoltaic construction site.

[0011] In an exemplary embodiment of the present disclosure, the offshore photovoltaic information management system further includes: The construction progress prediction module is used to input the construction progress of the current cycle and the external environment parameters of the next cycle into the first convolutional neural network model, and output the initial predicted construction progress of the next cycle; the first convolutional neural network model is trained according to the historical construction progress of the historical cycle and the external environment parameters of the historical cycle; the construction progress correction module is used to determine the weight parameters of the next cycle according to the configuration of task execution personnel, resource allocation, construction progress requirements of the next cycle and construction progress feedback information of the next cycle, and correct the initial predicted construction progress based on the weight parameters to determine the predicted construction progress of the next cycle.

[0012] In an exemplary embodiment of the present disclosure, the offshore photovoltaic information management system also includes: a performance parameter determination module, which is used to determine the performance parameters of photovoltaic equipment in a photovoltaic area that has been installed; a performance parameter adjustment module, which is used to adjust the installation parameters of photovoltaic equipment according to performance feedback information of the photovoltaic equipment to correct the performance parameters; an installation parameter prediction module, which is used to input the corrected performance parameters and external environmental parameters into a second convolutional neural network model to determine the predicted installation parameters of photovoltaic equipment that has not been installed; the second convolutional neural network model is trained based on data consisting of performance parameters of photovoltaic equipment that has been installed and external environmental parameters; an installation parameter adjustment module, which is used to adjust the predicted installation parameters of the photovoltaic equipment in response to a triggering operation on a photovoltaic equipment function button on an operation interface when the performance parameters of the photovoltaic equipment set based on the predicted installation parameters do not meet the performance conditions.

[0013] In an exemplary embodiment of the present disclosure, the offshore photovoltaic information management system further includes: An alarm module is used to determine the abnormal level of abnormal feedback information in the feedback information, and generate corresponding alarm information based on the abnormal level, and transmit the alarm information to the audio device and the mobile terminal of the responsible person corresponding to the abnormal level; a maintenance suggestion module is used to generate maintenance suggestions for photovoltaic equipment based on the abnormal feedback information; a maintenance plan generation module is used to generate a maintenance plan for each photovoltaic equipment based on the operating data of the photovoltaic equipment and the historical maintenance plan of the photovoltaic equipment.

[0014] According to one aspect of the present disclosure, there is provided an offshore photovoltaic information management method, which is applied to a mobile terminal, and the offshore photovoltaic information management method includes: obtaining external environmental parameters collected by multiple sensors, and obtaining operating data of photovoltaic equipment in a photovoltaic area that has been installed; obtaining feedback information for an offshore photovoltaic construction site, and specifying a transmission direction of the feedback information; the feedback information includes abnormal feedback information determined according to the external environmental parameters and the operating data and other feedback information from the offshore photovoltaic construction site; after the feedback information is sent to a target terminal according to the transmission direction, a target task is generated according to the feedback information, a task execution strategy corresponding to the target task is determined in combination with the external environmental parameters, and the target task is sent to the target terminal, so that the target terminal uploads a task execution result obtained by executing the target task based on the task execution strategy; the task execution information of the target task is displayed, and in response to a trigger operation of a target person, the display information within the user authority corresponding to the target person is displayed on the operation interface.

[0015] According to one aspect of the present disclosure, an electronic device is provided, comprising: a processor; and a memory for storing executable instructions of the processor; wherein the processor is configured to implement an offshore photovoltaic information management method by executing the executable instructions.

[0016] In the technical solution provided in the embodiments of the present disclosure, on the one hand, the offshore photovoltaic information management system applied to the mobile terminal obtains feedback information for the offshore photovoltaic construction site, generates target tasks according to the feedback information, and executes the corresponding target tasks based on the task execution strategy, and then displays the task execution information, and displays the display information within the authority of the target personnel on the operation interface, which can realize real-time and unified management of offshore photovoltaic projects, improve operation management efficiency, and realize standardized management of offshore photovoltaic construction sites. On the other hand, it avoids the limitations of manual management, increases the information dimension of management, improves management efficiency and convenience, improves the efficiency and comprehensiveness of offshore photovoltaic project management, and improves the production and operation efficiency of offshore photovoltaics.

[0017] It is to be understood that the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the present disclosure. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] The accompanying drawings herein are incorporated into the specification and constitute a part of the specification, illustrate embodiments consistent with the present disclosure, and together with the specification are used to explain the principles of the present disclosure. Obviously, the accompanying drawings described below are only some embodiments of the present disclosure, and for ordinary technicians in this field, other accompanying drawings can be obtained based on these accompanying drawings without creative work.

[0019] Figure 1A block diagram of an offshore photovoltaic information management system in an embodiment of the present disclosure is schematically shown.

[0020] Figure 2 The following is a schematic diagram of an interface for displaying information in an embodiment of the present disclosure.

[0021] Figure 3 A schematic diagram schematically illustrates a monitoring screen of each photovoltaic area in an embodiment of the present disclosure.

[0022] Figure 4 A schematic diagram schematically illustrates the adjustment of installation parameters of a photovoltaic device in an embodiment of the present disclosure.

[0023] Figure 5 A flow chart of the offshore photovoltaic information management method in an embodiment of the present disclosure is schematically shown.

[0024] Figure 6 The block diagram of the electronic device according to the embodiment of the present disclosure is schematically shown. DETAILED DESCRIPTION

[0025] Example embodiments will now be described more fully with reference to the accompanying drawings. However, example embodiments can be implemented in a variety of forms and should not be construed as being limited to the examples set forth herein; on the contrary, these embodiments are provided so that the present disclosure will be more comprehensive and complete, and the concepts of the example embodiments are fully conveyed to those skilled in the art. The described features, structures, or characteristics may be combined in one or more embodiments in any suitable manner. In the following description, many specific details are provided to provide a full understanding of the embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced while omitting one or more of the specific details, or other methods, components, devices, steps, etc. may be adopted. In other cases, known technical solutions are not shown or described in detail to avoid obscuring various aspects of the present disclosure.

[0026] In addition, the accompanying drawings are only schematic illustrations of the present disclosure and are not necessarily drawn to scale. The same reference numerals in the figures represent the same or similar parts, and their repeated description will be omitted. Some of the block diagrams shown in the accompanying drawings are functional entities and do not necessarily correspond to physically or logically independent entities. These functional entities can be implemented in software form, or implemented in one or more hardware modules or integrated circuits, or implemented in different networks and / or processor devices and / or microcontroller devices.

[0027] An offshore photovoltaic information management system is provided in an embodiment of the present disclosure. Figure 1The schematic diagram of the offshore photovoltaic information management system is schematically shown in FIG. The offshore photovoltaic information management system applied to the mobile terminal can be applied to the application scenario of unified management of the offshore photovoltaic construction site. Figure 1 As shown in the figure, the system mainly includes the following modules: The data acquisition module 110 is used to acquire external environmental parameters collected by multiple sensors and to acquire operating data of photovoltaic equipment in the photovoltaic area where the installation has been completed; The on-site feedback module 120 is used to obtain feedback information for the offshore photovoltaic construction site and specify the transmission direction of the feedback information; the feedback information includes abnormal feedback information determined according to external environmental parameters and operation data and other feedback information of the offshore photovoltaic construction site; The task processing module 130 is used to generate a target task according to the feedback information after sending the feedback information to the target terminal according to the transmission direction, determine the task execution strategy corresponding to the target task in combination with the external environment parameters, and send the target task to the target terminal, so that the target terminal uploads the task execution result obtained by executing the target task based on the task execution strategy; The information display module 140 is used to display the task execution information of the target task, and in response to the triggering operation of the target person, display the display information within the user authority corresponding to the target person on the operation interface.

[0028] The technical solution provided in the disclosed embodiment, on the one hand, the offshore photovoltaic information management system obtains feedback information for the offshore photovoltaic construction site, generates target tasks according to the feedback information, and executes the corresponding target tasks based on the task execution strategy, and then displays the task execution information, and displays the display information within the authority of the target personnel on the operation interface, which can realize the unified management of the offshore photovoltaic construction site of the offshore photovoltaic project, improve the operation management efficiency, and realize the standardized management of the offshore photovoltaic construction site. On the other hand, it avoids the limitations of manual management, increases the information dimension of management, improves management efficiency and convenience, improves the efficiency and comprehensiveness of offshore photovoltaic project management, and improves the production and operation efficiency of offshore photovoltaics.

[0029] Next, the offshore photovoltaic information management system in the embodiment of the present disclosure is described in detail.

[0030] The data acquisition module 110 is used to acquire external environmental parameters collected by multiple sensors and to acquire operating data of photovoltaic equipment in the photovoltaic area that has been installed.

[0031] In the disclosed embodiment, the offshore photovoltaic information management system can be configured on a mobile terminal, and can be implemented through a small program of the mobile terminal, or through a public account, or through an application program, which is not specifically limited here. The mobile terminal can be any type of terminal, for example, a smart phone, a tablet computer, or other convenient mobile intelligent terminal.

[0032] Sensors may include wind sensors, temperature sensors, wave meters, etc. External environmental parameters may include one or more of offshore wind force, wind direction, temperature, and wave height. The offshore photovoltaic site may be divided into multiple photovoltaic areas for installing photovoltaic equipment, each photovoltaic area may be equipped with multiple offshore cameras, and multiple offshore cameras may be configured at different locations in each photovoltaic area, thereby achieving all-round monitoring.

[0033] The offshore photovoltaic construction site may include multiple photovoltaic areas, some of which may be photovoltaic areas that have been installed, and other photovoltaic areas may be photovoltaic areas that have not been installed; or all photovoltaic areas may be photovoltaic areas that have not been installed. If there are photovoltaic areas that have been installed, the operation data of the photovoltaic equipment in the photovoltaic areas that have been installed can also be obtained while obtaining the external environmental parameters. The operation data may include the configuration data of the photovoltaic equipment during operation, and may include one or more of the voltage, current, and power of the photovoltaic inverter when it is turned on and running.

[0034] The on-site feedback module 120 is used to obtain feedback information for the offshore photovoltaic construction site and specify the transmission direction of the feedback information; the feedback information includes abnormal feedback information determined according to external environmental parameters and operation data and other feedback information of the offshore photovoltaic construction site.

[0035] In the disclosed embodiments, feedback information refers to feedback information generated at the offshore photovoltaic site, which may include abnormal feedback information and other feedback information. Abnormal feedback information refers to feedback information about abnormal situations. The abnormal feedback information can be determined based on the external environmental parameters collected by multiple sensors and the operating data of photovoltaic equipment in the photovoltaic area that has been installed. For example, it can be abnormal weather feedback information and abnormal equipment feedback information. When the external environmental parameters do not meet the corresponding thresholds, abnormal weather feedback information can be obtained; when the operating data of the photovoltaic equipment does not meet the operating conditions, abnormal equipment feedback information can be obtained.

[0036] Other feedback information refers to other types of feedback information except abnormal feedback information, and other feedback information may include one or more of suggestion feedback information, construction progress feedback information, construction quality feedback information, and performance feedback information of photovoltaic equipment in photovoltaic areas that have been installed. Among them, if there is no photovoltaic equipment in the photovoltaic area that has been installed, the other feedback information does not include the performance feedback information of photovoltaic equipment in the photovoltaic area that has been installed. Suggestion feedback information refers to any type of construction suggestion for the offshore photovoltaic construction site. Construction progress feedback information may be evaluation information on the construction progress. Construction quality feedback information is used to describe the evaluation of the construction quality of photovoltaic equipment in photovoltaic areas that have been installed. Performance feedback information refers to the evaluation of performance parameters of photovoltaic equipment in photovoltaic areas that have been installed.

[0037] Among them, photovoltaic equipment may include photovoltaic modules (photovoltaic panels), inverters, junction boxes, control cabinets, cables, photovoltaic energy storage batteries and devices, brackets, and detection devices. Photovoltaic modules are used to convert solar energy into electrical energy. Inverters are devices that convert direct current generated by photovoltaic power generation into alternating current. The junction box refers to the construction of a complete photovoltaic power generation system after converging through the matching use of controllers, DC distribution cabinets, photovoltaic inverters and AC distribution cabinets, and realizes grid connection with the mains. The control cabinet is used to control the current transmission during the entire power generation process and protect the equipment. The cable is responsible for the current transmission work during the entire power generation process. Photovoltaic energy storage batteries and devices are mainly used to reduce the impact of solar photovoltaic power generation systems on power systems and improve the stability and reliability of the system. Brackets refer to equipment for installing photovoltaic panels. The design of the bracket should take into account the angle and direction of solar energy so that the photovoltaic panels can receive solar energy to the greatest extent. The detection device is a device used to detect the performance and failure of the photovoltaic system.

[0038] After obtaining feedback information for the offshore photovoltaic construction site, the transmission direction of the feedback information can be specified. The transmission direction can be used to indicate the receiver of the feedback information, that is, the terminal corresponding to the person receiving the feedback information.

[0039] The task processing module 130 is used to generate a target task based on the feedback information after sending the feedback information to the target terminal according to the transmission direction, determine the task execution strategy corresponding to the target task in combination with the external environment parameters, and send the target task to the target terminal so that the target terminal uploads the task execution result obtained by executing the target task based on the task execution strategy.

[0040] In the disclosed embodiment, after determining the transmission direction of the feedback information, the feedback information can be sent to the target terminal according to the transmission direction. The target terminal refers to the terminal of the person who receives the feedback information. The person who receives the feedback information can be the person responsible for the content involved in the feedback information. For example, if the content involved in the feedback information is equipment abnormality feedback information, the target terminal can be the terminal of the person in charge of the equipment and the terminal of the equipment management personnel; if the content involved in the feedback information is construction progress feedback information, the target terminal can be the terminal of the progress management personnel.

[0041] After the feedback information is sent to the target terminal, a target task can be generated according to the feedback information, and the task execution strategy of the target task can be determined in combination with the external environment parameters. For example, the target task can be an exception handling task, a suggestion evaluation task, a construction progress adjustment task, a construction quality adjustment task, and a photovoltaic equipment adjustment task.

[0042] In some embodiments, if the type of feedback information is device abnormality feedback information in abnormal feedback information, the target task is determined as an abnormality handling task. If the type of feedback information is suggestion feedback information, the target task is determined as a suggestion evaluation task. The suggestion evaluation task is used to evaluate the adoptable probability of the suggestion. If the type of feedback information is construction progress feedback information, the target task is determined as a construction progress adjustment task. If the type of feedback information is construction quality feedback information, the target task is determined as a construction quality adjustment task. If the type of feedback information is performance feedback information of photovoltaic equipment, the target task is determined as a photovoltaic equipment adjustment task, that is, a task to adjust the photovoltaic equipment.

[0043] When the target task is a photovoltaic equipment adjustment task, if there are multiple photovoltaic equipment that need to be adjusted, one or more operators can make modifications in parallel, thereby improving efficiency and realizing information sharing.

[0044] The task execution policy may be to allow execution or prohibit execution. Exemplarily, the external environment parameters may be obtained, and when the external environment parameters are at the first level, the task execution policy may be to allow execution; when the external environment parameters are at the second level, the task execution policy may be to prohibit execution. The security of the first level is higher than the security of the second level. When the task execution policy is to allow execution, the task execution range may be determined according to the feedback content contained in the feedback information. Exemplarily, when the feedback content contains a suggested value, the task execution range may be determined to be adjusted to the suggested value. When the suggested value is not included, the adjustment direction and the adjustment range may be determined according to the text information in the feedback content, for example, when the feedback content contains text information such as "smaller", the adjustment direction may be "increase". The adjustment range may be determined according to the standard value or the average value obtained by averaging the minimum and maximum values ​​of the historical values. Alternatively, the feedback content may be converted to obtain its corresponding feedback level, and the adjustment range corresponding to the feedback information may be determined according to the feedback level.

[0045] After determining the task execution range, the target task and the task execution range of the target task can be sent to the corresponding target terminal, so that the personnel corresponding to the target terminal can perform the target task according to the task execution range and obtain the task execution result. In addition, the task execution result of the target task can be uploaded to the offshore photovoltaic information management system through the target terminal to display the task execution result on the operation interface. When executing the target task, the operation can be performed directly on the target terminal, or it can be performed at the offshore photovoltaic construction site, and then a photo can be taken and uploaded to the system.

[0046] The information display module 140 is used to display the task execution information of the target task, and respond to the trigger operation of the target person to display the display information within the authority of the target person on the operation interface.

[0047] In the disclosed embodiment, the offshore photovoltaic information management system can also receive and display task execution information corresponding to the target task. The task execution information may include one or more of the task execution items, task execution results, task details information (such as whether materials are used, whether they are resolved, maintenance content, whether they meet the standards, problems, causes, etc.), file information corresponding to the target task, and information about the executor. The file information corresponding to the task type can be image information. Specifically, in order to improve accuracy, the uploaded file information can be image recognized to conduct an audit based on the image recognition results to obtain the audit results; if the audit result is that the audit has not passed, a prompt message indicating that the audit has not passed is sent, so that the task executor re-uploads the file information according to the prompt information. It should be noted that a QR code image can also be provided so that in response to the scanning operation of the QR code image, the task execution information of each target task is displayed instead of being displayed directly in the form of a list to improve convenience.

[0048] In addition, the display information within the user permissions corresponding to the target personnel can also be displayed. The target personnel can be any person related to the offshore photovoltaic construction site. When receiving the trigger operation of the target personnel, the target personnel can be authenticated first, and the labels of each target personnel can be displayed at the same time. The labels are used to describe the target personnel's field, preference information for performing tasks, responsible areas, and task execution status. For example, the area responsible for target personnel 1, familiar areas and unfamiliar areas, fast or slow task execution, etc. The task execution status can be used to indicate the accuracy of each task execution, etc. At the same time, the user permissions of the target personnel can also be retrieved.

[0049] Furthermore, display information within the user authority corresponding to the target personnel can be retrieved from the site server, and the display information can include one or more of the monitoring screen, alarm information, personnel allocation information, construction process information, and feedback information of the offshore photovoltaic construction site. For example, the latest work instructions for the construction process can be retrieved, or the project plan, project costs, etc. can be retrieved. The types of display information vary depending on the authority of the target personnel. For example, the first-level personnel can display monitoring screens, alarm information, personnel allocation information, construction process information, task execution results, and feedback information. The second-level personnel can display monitoring screens, alarm information, construction process information, task execution results, and feedback information. The third-level personnel can display task execution results and feedback information.

[0050] Exemplarily, when displaying, the operation interface can be divided into a first display area and multiple second display areas. Among them, the first display area can be a display area that occupies a larger proportion in the content display area of ​​the operation interface and is used as the main display of detailed information, and the second display area can be a display area that occupies a smaller proportion in the content display area and is used as auxiliary display information. For example, 60% of the display area in the content display area is used as the first display area, and 40% of the display area is used as the second display area. The number of first display areas can be set to one, and of course, two can also be set; the number of second display areas can be determined according to the number of photovoltaic areas. Of course, the second display area can also be not set in the content display area. The specific situation can be customized according to the user's usage habits, and this example embodiment does not make special restrictions on this.

[0051] In the disclosed embodiment, the monitoring screens of the photovoltaic equipment in multiple photovoltaic areas can be displayed in the first display area, wherein the monitoring screens of the photovoltaic equipment in each photovoltaic area can be displayed independently. Since each photovoltaic area may include multiple cameras, the monitoring screen of each camera can also be displayed independently. For example, the photovoltaic equipment corresponding to the abnormal feedback information in each photovoltaic area can be displayed in the second display area. It should be noted that if the number of photovoltaic equipment with abnormal feedback information is greater than the number of the second display area, the photovoltaic equipment with abnormal feedback information in each photovoltaic area can be dynamically switched to be displayed. In addition, other information in the display information can be independently displayed in the form of a floating window in the blank area outside the first display area and the second display area, for example, one or more of alarm information, personnel allocation information, construction process information, and feedback information can be independently displayed in the form of a floating window.

[0052] refer to Figure 2 As shown in, the monitoring screen of the photovoltaic equipment of multiple photovoltaic areas can be displayed in the first display area 210, and the multiple photovoltaic areas are for example area 1, area 2, area 3 and area 4. The monitoring screens of multiple cameras in each photovoltaic area can also be displayed independently. The detailed information of the photovoltaic equipment corresponding to the abnormal feedback information in each photovoltaic area can be displayed in multiple second display areas 220, for example, the detailed information of photovoltaic equipment 1, photovoltaic equipment 2, photovoltaic equipment 3 and photovoltaic equipment 4 is displayed. The detailed information may include the structure of the photovoltaic equipment and the abnormal feedback information existing in the photovoltaic equipment. In addition, other information in the display information, such as alarm information, personnel allocation information, construction process information, and feedback information, can also be independently displayed in the blank area in the form of a floating window.

[0053] Figure 3 A schematic diagram of the monitoring screen of each photovoltaic area is shown schematically in FIG. Figure 3As shown in , the monitoring images of multiple cameras can be displayed in sequence according to the camera numbers, or can be displayed in random order, which is not specifically limited here.

[0054] In addition, an instant messaging control can be displayed at a preset position on the operation interface. When a click operation on the instant messaging control is detected, multiple personnel related to the offshore photovoltaic construction site can be determined. After the target user determines the person he wants to communicate with, instant messaging with the person can be triggered, thereby realizing instant communication with on-site or remote personnel.

[0055] In some embodiments, the offshore photovoltaic information management system also includes: a construction progress prediction module, which is used to input the construction progress of the current cycle and the external environmental parameters of the next cycle into the first convolutional neural network model, and output the initial predicted construction progress of the next cycle; a construction progress correction module, which is used to determine the weight parameters of the next cycle based on the task execution personnel configuration, resource allocation, progress requirements of the next cycle and construction progress feedback information of the next cycle, and correct the initial predicted construction progress based on the weight parameters to determine the predicted construction progress of the next cycle.

[0056] Exemplarily, the first convolutional neural network model is obtained by training the historical construction progress of the historical cycle and the external environment parameters of the historical cycle, and then the construction progress of the current cycle and the external environment parameters of the next cycle are modeled based on the first convolutional neural network model, so as to output the initial predicted construction progress in the next cycle. Exemplarily, the construction progress of the current cycle and the external environment parameters of the next cycle can be input into the first convolutional neural network model for convolution processing and full connection processing, so as to output the initial predicted construction progress of the next cycle. Further, the weight parameter of the next cycle is determined according to the configuration of the task execution personnel, resource allocation, construction progress requirements of the next cycle and construction progress feedback information of the next cycle, and the initial predicted construction progress output according to the first convolutional neural network model is corrected based on the weight parameter to determine the predicted construction progress of the next cycle. Among them, the configuration of the task execution personnel, resource allocation, construction progress requirements of the next cycle and construction progress feedback information of the next cycle all correspond to an adjustment value, and multiple adjustment values ​​can be weighted and summed to obtain the weight parameter. The cycle can be daily, weekly or monthly, which is not specifically limited here.

[0057] By predicting the construction progress of the next cycle, we can clearly grasp the construction progress of the next cycle and achieve flexible adjustment.

[0058] In addition, the offshore photovoltaic information management system also includes: a photovoltaic equipment adjustment module, specifically including: a performance parameter determination module, which is used to determine the performance parameters of photovoltaic equipment in the photovoltaic area that has been installed; a performance parameter adjustment module, which is used to adjust the installation parameters of photovoltaic equipment according to the performance feedback information of photovoltaic equipment to correct the performance parameters; an installation parameter prediction module, which is used to input the corrected performance parameters and external environmental parameters into the second convolutional neural network model to determine the predicted installation parameters of photovoltaic equipment that has not been installed; an installation parameter adjustment module, which is used to respond to the triggering operation of the photovoltaic equipment function buttons on the operation interface when the performance parameters of the photovoltaic equipment deployed based on the predicted installation parameters do not meet the performance conditions, and adjust the predicted installation parameters of the photovoltaic equipment.

[0059] Among them, reference Figure 4 As shown in , the performance parameters of the photovoltaic equipment that has been installed can be determined first. The performance parameters of the photovoltaic equipment may include the power, voltage, current, power generation efficiency and waterproof performance of the photovoltaic equipment. Photovoltaic equipment that does not meet the requirements must be marked and isolated in time to avoid flowing into subsequent installation links. Based on this, the installation parameters of the photovoltaic equipment can be adjusted according to the performance feedback information of the photovoltaic equipment that has been installed and the external environmental parameters, and the performance parameters of the photovoltaic equipment after adjusting the installation parameters can be determined. The installation parameters can be one or more of the installation position, installation angle and installation distance. The installation angle and installation distance of the photovoltaic equipment have an important influence on its power generation efficiency. The installation angle and installation distance can also be determined according to different external environmental parameters.

[0060] Next, the corrected performance parameters and external environmental parameters can be input into the second convolutional neural network model to predict the installation parameters of the photovoltaic equipment that has not been installed to obtain the predicted installation parameters, such as predicting the installation position, installation angle and installation distance of the photovoltaic equipment that has not been installed. The second convolutional neural network model can be trained based on the data consisting of the performance parameters of the photovoltaic equipment that has been installed and the external environmental parameters. Further, after determining the predicted installation parameters of the photovoltaic equipment that has not been installed, the photovoltaic equipment can be deployed based on the predicted installation parameters, and the performance parameters of the photovoltaic equipment can be calculated. If the performance parameters of the photovoltaic equipment deployed based on the predicted installation parameters do not meet the performance conditions, it can be detected whether a trigger operation of the photovoltaic equipment function button on the operation interface is received to determine whether an adjustment operation of the photovoltaic equipment is received. When the adjustment operation is detected, the installation parameters of the photovoltaic equipment are adjusted based on the adjustment operation. The adjustment operation here can be triggered based on the photovoltaic equipment function button, and the photovoltaic equipment function button can be a function button on the control device of the offshore photovoltaic construction site to control the installation parameters of the photovoltaic equipment, or a photovoltaic equipment function button in the mobile terminal; the adjustment operation can also be triggered by adjusting the photovoltaic equipment. In the disclosed embodiment, adjustment operations on the photovoltaic equipment can be performed remotely or on-site, so as to roughly understand the installation status of the photovoltaic equipment that has not been installed completely.

[0061] In some embodiments, the information management system of offshore photovoltaic can also include: an abnormal alarm module, which is used to determine the abnormal level of abnormal feedback information in the feedback information, and generate corresponding alarm information based on the abnormal level, and transmit the alarm information to the audio device and the mobile terminal of the responsible person corresponding to the abnormal level. Exemplarily, the abnormal level refers to the degree of abnormal impact. If the abnormal feedback information is the first level, the alarm information can be sent to the management personnel, the general responsible person and the specific responsible person, so that the management personnel and the general responsible person and the specific responsible person can know the processing progress of the abnormal feedback information and process the task request in time. If the abnormal feedback information is the second level, the alarm information can be sent to the specific responsible person, so that the specific responsible person can know the processing progress of the abnormal feedback information. In addition, the alarm information can also be transmitted to the audio device, and the audio device can be, for example, a broadcast or speaker connected to the mobile terminal at the offshore photovoltaic construction site. At this time, the mobile terminal can be regarded as a microphone associated with the speaker, and real-time alarm broadcasting is realized through the audio device.

[0062] The offshore photovoltaic information management system may also include a maintenance suggestion module, which is used to generate maintenance suggestions for photovoltaic equipment based on abnormal feedback information. For example, maintenance suggestions may be generated for photovoltaic equipment with abnormal feedback information. For other photovoltaic equipment without abnormal feedback information, a maintenance plan for each photovoltaic equipment may be generated based on the operating data of the photovoltaic equipment and the historical maintenance plan of the photovoltaic equipment. The maintenance plan may include maintenance time, maintenance items, and maintenance methods.

[0063] The offshore photovoltaic information management system may also include a personnel management module, which is used to uniformly manage the personnel data of multiple personnel at the offshore photovoltaic construction site. Exemplarily, the personnel information of multiple personnel may be queried. When the personnel information of a certain person does not exist, the personnel information of the person may be added to realize the entry of the personnel information. When the personnel information of a certain person changes, the personnel information may be modified and updated, and the invalid personnel information may be deleted.

[0064] The offshore photovoltaic information management system in the disclosed embodiment realizes the unified management of feedback information for offshore photovoltaic construction sites, and executes corresponding tasks according to the feedback information, and then displays the task execution information, and displays the display information within the authority of the target personnel on the operation interface, which can realize the unified management of offshore photovoltaic projects, improve the operation management efficiency, and realize standardized management. Furthermore, it avoids the limitations of manual management, increases the information dimension of management, improves management efficiency and convenience, improves the efficiency and comprehensiveness of offshore photovoltaic project management, and improves the production and operation efficiency of offshore photovoltaics.

[0065] The present disclosure also provides an offshore photovoltaic information management method. Figure 5 As shown, the offshore photovoltaic information management method can be applied to a mobile terminal, and the method mainly includes the following steps: In step S510, external environmental parameters collected by multiple sensors are obtained, and operation data of photovoltaic equipment in the photovoltaic area that has been installed is obtained; In step S520, feedback information for the offshore photovoltaic construction site is obtained, and a transmission direction of the feedback information is specified; the feedback information includes abnormal feedback information determined according to external environmental parameters and operation data and other feedback information of the offshore photovoltaic construction site; In step S530, after the feedback information is sent to the target terminal according to the transmission direction, a target task is generated according to the feedback information, a task execution strategy corresponding to the target task is determined in combination with the external environment parameters, and the target task is sent to the target terminal, so that the target terminal uploads the task execution result obtained by executing the target task based on the task execution strategy; In step S540, the task execution information of the target task is displayed, and in response to the triggering operation of the target person, the display information within the user authority corresponding to the target person is displayed on the operation interface.

[0066] In the disclosed embodiment, the offshore photovoltaic information management system obtains feedback information for the offshore photovoltaic construction site, generates target tasks according to the feedback information, and executes the corresponding target tasks based on the task execution strategy, thereby displaying the task execution information and displaying the display information within the authority of the target personnel on the operation interface, so as to achieve unified management of the offshore photovoltaic project, improve the operation management efficiency, and realize the standardized management of the offshore photovoltaic construction site. It avoids the limitations of manual management, increases the information dimension of management, improves management efficiency and convenience, improves the efficiency and comprehensiveness of offshore photovoltaic project management, and improves the production and operation efficiency of offshore photovoltaics.

[0067] It should be noted that, although several modules or units of the device for action execution are mentioned in the above detailed description, this division is not mandatory. In fact, according to the embodiments of the present disclosure, the features and functions of two or more modules or units described above can be embodied in one module or unit. On the contrary, the features and functions of one module or unit described above can be further divided into multiple modules or units to be embodied.

[0068] In addition, although the steps of the method in the present disclosure are described in a specific order in the drawings, this does not require or imply that the steps must be performed in this specific order, or that all the steps shown must be performed to achieve the desired results. Additionally or alternatively, some steps may be omitted, multiple steps may be combined into one step, and / or one step may be decomposed into multiple steps, etc.

[0069] In an exemplary embodiment of the present disclosure, an electronic device capable of implementing the above method is also provided.

[0070] Those skilled in the art will appreciate that various aspects of the present disclosure may be implemented as systems, methods or program products. Therefore, various aspects of the present disclosure may be specifically implemented in the following forms, namely: complete hardware implementation, complete software implementation (including firmware, microcode, etc.), or a combination of hardware and software, which may be collectively referred to herein as "circuits", "modules" or "systems".

[0071] Refer to the following Figure 6 The electronic device 600 according to this embodiment of the present disclosure is described. Figure 6 The electronic device 600 shown is merely an example and should not bring any limitation to the functions and scope of use of the embodiments of the present disclosure.

[0072] like Figure 6 As shown, the electronic device 600 is in the form of a general computing device. The components of the electronic device 600 may include but are not limited to: at least one processing unit 610, at least one storage unit 620, a bus 630 connecting different system components (including the storage unit 620 and the processing unit 610), and a display unit 640.

[0073] The storage unit stores program codes, which can be executed by the processing unit 610, so that the processing unit 610 performs the steps according to various exemplary embodiments of the present disclosure described in the above “Exemplary Method” section of this specification. For example, the processing unit 610 can perform the following steps: Figure 5 Follow the steps shown in .

[0074] The storage unit 620 may include a readable medium in the form of a volatile storage unit, such as a random access memory unit (RAM) 6201 and / or a cache memory unit 6202 , and may further include a read-only memory unit (ROM) 6203 .

[0075] The storage unit 620 may also include a program / utility 6204 having a set (at least one) of program modules 6205, such program modules 6205 including but not limited to: an operating system, one or more application programs, other program modules, and program data, each of which or some combination may include an implementation of a network environment.

[0076] Bus 630 may represent one or more of several types of bus structures, including a memory unit bus or memory unit controller, a peripheral bus, an accelerated graphics port, a processing unit, or a local bus using any of a variety of bus architectures.

[0077] The electronic device 600 may also communicate with one or more external devices 700 (e.g., keyboards, pointing devices, Bluetooth devices, etc.), one or more devices that enable a user to interact with the electronic device 600, and / or any device that enables the electronic device 600 to communicate with one or more other computing devices (e.g., routers, modems, etc.). Such communication may be performed via an input / output (I / O) interface 650. Furthermore, the electronic device 600 may also communicate with one or more networks (e.g., a local area network (LAN), a wide area network (WAN), and / or a public network, such as the Internet) via a network adapter 660. Figure 6As shown, the network adapter 660 communicates with other modules of the electronic device 600 via the bus 630. It should be understood that, although not shown in the figure, other hardware and / or software modules can be used in conjunction with the electronic device 600, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems.

[0078] It should be noted that, in some embodiments of the present disclosure, a computer program product is also provided. The computer program product includes a computer program. When the computer program is executed by a processor, the above method is implemented.

[0079] In one embodiment, a computer program product may be a tangible product containing a computer program, such as a computer-readable storage medium storing a computer program. The readable storage medium may be a storage medium based on electrical, magnetic, optical, electromagnetic, infrared, and other signals, including but not limited to: random access memory (RAM), read-only memory (ROM), magnetic tape, floppy disk, flash memory (Flash), mechanical hard disk (HDD), solid state drive (SSD), and the like. Exemplarily, a computer program product may be implemented as a non-volatile storage medium storing a computer program, such as a read-only memory, a NAND flash memory (Nand Flash), and the like. In one embodiment, a computer program product may be an intangible product containing a computer program. Exemplarily, a computer program product may be implemented as a virtual digital product, such as a digital file such as an executable file, an installation package, etc. storing a computer program.

[0080] The code of the computer program can be written in one or more programming languages. Programming languages ​​such as C language, Java, C++, etc. The program code can be executed completely on the user computing device, or partially on the user computing device, or as a separate software package, or partially on the user computing device and partially on the remote computing device, or completely on the remote computing device or server. In the case of a remote computing device, the remote computing device can be connected to the user computing device through any type of network, such as a local area network (LAN), a wide area network (WAN), etc., or can be connected to an external computing device (for example, through an Internet connection provided by an operator).

[0081] The computer program may be carried or transmitted via electrical, magnetic, optical, electromagnetic, infrared, or other signals. The electronic device may convert the signal carrying the computer program into a digital signal, thereby running the computer program. When the computer program runs on the electronic device, its code is used to enable the electronic device to execute (more specifically, enable the processor of the electronic device to execute) the method steps of various exemplary embodiments of the present disclosure.

[0082] Through the description of the above implementation, it is easy for those skilled in the art to understand that the example implementation described here can be implemented by software, or by software combined with necessary hardware. Therefore, the technical solution according to the implementation of the present disclosure can be embodied in the form of a software product, which can be stored in a non-volatile storage medium (which can be a CD-ROM, a USB flash drive, a mobile hard disk, etc.) or on a network, and includes a number of instructions to enable a computing device (which can be a personal computer, a server, a terminal device, or a network device, etc.) to execute the method according to the implementation of the present disclosure.

[0083] In addition, the above-mentioned figures are only schematic illustrations of the processes included in the method according to the exemplary embodiments of the present disclosure, and are not intended to be limiting. It is easy to understand that the processes shown in the above-mentioned figures do not indicate or limit the time sequence of these processes. In addition, it is also easy to understand that these processes can be performed synchronously or asynchronously, for example, in multiple modules.

[0084] It should be noted that, although several modules or units of the device for action execution are mentioned in the above detailed description, this division is not mandatory. In fact, according to the embodiments of the present disclosure, the features and functions of two or more modules or units described above can be embodied in one module or unit. On the contrary, the features and functions of one module or unit described above can be further divided into multiple modules or units to be embodied.

[0085] Those skilled in the art will readily appreciate other embodiments of the present disclosure after considering the specification and practicing what is disclosed herein. This application is intended to cover any variations, uses, or adaptations of the present disclosure that follow the general principles of the present disclosure and include common knowledge or customary technical means in the art that are not disclosed in the present disclosure. The specification and examples are to be considered exemplary only, and the true scope and spirit of the present disclosure are indicated by the claims.

[0086] It should be understood that the present disclosure is not limited to the exact structures that have been described above and shown in the drawings, and that various modifications and changes may be made without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.

Claims

1. An offshore photovoltaic information management system, characterized in that: Applied to a mobile terminal, the offshore photovoltaic information management system comprises: A data acquisition module is used to acquire external environmental parameters collected by multiple sensors and to acquire operating data of photovoltaic equipment in the photovoltaic area where the installation has been completed; A site feedback module, used to obtain feedback information for the offshore photovoltaic construction site and specify the transmission direction of the feedback information; the feedback information includes abnormal feedback information determined according to the external environment parameters and the operation data and other feedback information of the offshore photovoltaic construction site; A task processing module is used to generate a target task according to the feedback information after sending the feedback information to the target terminal according to the transmission direction, determine the task execution strategy corresponding to the target task in combination with the external environment parameters, and send the target task to the target terminal, so that the target terminal uploads the task execution result obtained by executing the target task based on the task execution strategy; The information display module is used to display the task execution information of the target task, and respond to the trigger operation of the target person to display the display information within the user authority corresponding to the target person on the operation interface.

2. The offshore photovoltaic information management system according to claim 1, characterized in that: The task processing module includes: A target task determination module, used to determine the target task according to the type of the feedback information; A task execution module is used to determine, according to the external environment parameters, that the task execution strategy of the target task is to allow execution, determine the task execution range according to the feedback content in the feedback information, and execute the target task according to the task execution range to determine the task execution result; The task execution stopping module is used to stop executing the target task when it is determined according to the external environment parameters that the task execution policy of the target task is to prohibit execution.

3. The offshore photovoltaic information management system according to claim 2, characterized in that: The target task determination module includes: A first task determination module, configured to determine the target task as an exception handling task if the type of the feedback information is device exception feedback information in the exception feedback information; A second task determination module, configured to determine the target task as a suggested evaluation task if the type of the feedback information is suggested feedback information; A third task determination module, configured to determine the target task as a construction progress adjustment task if the type of the feedback information is construction progress feedback information; A fourth task determination module, configured to determine the target task as a construction quality adjustment task if the type of the feedback information is construction quality feedback information; The fifth task determination module is configured to determine the target task as a photovoltaic equipment adjustment task if the type of the feedback information is performance feedback information of the photovoltaic equipment.

4. The offshore photovoltaic information management system according to claim 1, characterized in that: The information display module comprises: A user authority determination module, used to obtain user authority of a target person associated with an offshore photovoltaic construction site; A display information determination module is used to retrieve display information within the user authority of the target person in response to a user trigger operation; the display information includes one or more of monitoring images of the offshore photovoltaic construction site, alarm information, personnel allocation information, construction process information, task execution results, and feedback information; A first display module, used to display a monitoring screen of photovoltaic equipment in each photovoltaic area in a first display area on the operation interface; The second display module is used to display detailed information of the photovoltaic equipment corresponding to the abnormal feedback information in each photovoltaic area in the second display area; The third display module is used to independently display one or more of alarm information, personnel allocation information, construction process information, and feedback information in the form of a floating window in the blank area outside the first display area and the second display area.

5. The offshore photovoltaic information management system according to claim 1, characterized in that: The offshore photovoltaic information management system also includes: The instant messaging module is used to respond to a click operation on an instant messaging control on the operation interface and to communicate instantly with personnel related to the offshore photovoltaic construction site.

6. The offshore photovoltaic information management system according to claim 1, characterized in that: The offshore photovoltaic information management system also includes: A construction progress prediction module, used to input the construction progress of the current cycle and the external environment parameters of the next cycle into a first convolutional neural network model, and output an initial predicted construction progress of the next cycle; the first convolutional neural network model is trained based on the historical construction progress of the historical cycle and the external environment parameters of the historical cycle; The construction progress correction module is used to determine the weight parameters of the next cycle according to the task execution personnel configuration, resource allocation, construction progress requirements of the next cycle and construction progress feedback information of the next cycle, and to correct the initial predicted construction progress based on the weight parameters to determine the predicted construction progress of the next cycle.

7. The offshore photovoltaic information management system according to claim 1, characterized in that: The offshore photovoltaic information management system also includes: A performance parameter determination module, used to determine the performance parameters of the photovoltaic equipment in the photovoltaic area that has been installed; A performance parameter adjustment module, used to adjust the installation parameters of the photovoltaic device according to the performance feedback information of the photovoltaic device to correct the performance parameters; An installation parameter prediction module is used to input the corrected performance parameters and external environmental parameters into a second convolutional neural network model to determine the predicted installation parameters of the photovoltaic equipment that has not been installed; the second convolutional neural network model is trained based on data consisting of performance parameters of the photovoltaic equipment that has been installed and external environmental parameters; The installation parameter adjustment module is used to adjust the predicted installation parameters of the photovoltaic equipment in response to a triggering operation on a photovoltaic equipment function button on an operation interface when the performance parameters of the photovoltaic equipment set based on the predicted installation parameters do not meet the performance conditions.

8. The offshore photovoltaic information management system according to claim 1, characterized in that: The offshore photovoltaic information management system also includes: an alarm module, configured to determine an abnormal level of abnormal feedback information in the feedback information, generate corresponding alarm information based on the abnormal level, and transmit the alarm information to an audio device and a mobile terminal of a responsible person corresponding to the abnormal level; A maintenance suggestion module, used for generating maintenance suggestions for the photovoltaic equipment according to the abnormal feedback information; The maintenance plan generating module is used to generate a maintenance plan for each photovoltaic device according to the operation data of the photovoltaic device and the historical maintenance plan of the photovoltaic device.

9. An offshore photovoltaic information management method, characterized in that: Applied to a mobile terminal, the offshore photovoltaic information management method comprises: Acquire external environmental parameters collected by multiple sensors and obtain operating data of photovoltaic equipment in the photovoltaic area where installation has been completed; Acquire feedback information for an offshore photovoltaic construction site, and specify a transmission direction of the feedback information; the feedback information includes abnormal feedback information determined according to the external environment parameters and the operation data and other feedback information of the offshore photovoltaic construction site; After the feedback information is sent to the target terminal according to the transmission direction, a target task is generated according to the feedback information, a task execution strategy corresponding to the target task is determined in combination with the external environment parameters, and the target task is sent to the target terminal, so that the target terminal uploads a task execution result obtained by executing the target task based on the task execution strategy; The task execution information of the target task is displayed, and in response to the triggering operation of the target person, the display information within the user authority corresponding to the target person is displayed on the operation interface.

10. An electronic device, characterized in that: include: processor; A memory, configured to store executable instructions of the processor; The processor is configured to implement the offshore photovoltaic information management method of claim 9 by executing the executable instructions.

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