A Smart Scientific Expedition Integrated Management Method and System

Abstract

This invention relates to the field of page display technology, and provides an intelligent scientific research comprehensive management method and system. After a user selects one or more identifiers on the interface of an intelligent scientific research comprehensive management application, the invention generates a pop-up window with a question associated with the identifiers in the corresponding page section. After selecting a target question in the pop-up window, the target question is presented in the message interaction window of the intelligent scientific research comprehensive management application. Based on backend processing by the intelligent scientific research comprehensive management application, the answer is presented after the target question in the message interaction window. This invention solves the problem that existing intelligent interaction platforms have a single interaction method, and that the existing single pop-up window mode greatly limits interaction efficiency in scenarios involving numerous technical terms, such as research vessels.

Description

Technical Field

[0001] This invention relates to the field of page display technology, and in particular to an intelligent scientific research comprehensive management method and system. Background Technology

[0002] With the increasing computing power of artificial intelligence (AI), AI-based interactive platforms are being adopted in more and more business settings. Examples include: AI-powered intelligent interactive platforms for end users by the three major telecom operators; interactive windows for e-commerce platforms to obtain basic information about consumers before they can contact a human agent; and intelligent interactive platforms for various merchants to address consumers' questions about product usage.

[0003] The commonality among the aforementioned intelligent interaction platforms is that they are all based on a similar message pop-up. The AI ​​uses pre-set question templates, employing one or more levels of pop-up follow-ups, to list habitual questions learned from past user behavior. This allows users to select from the listed, standardized questions, improving the interaction efficiency between end-users and / or consumers and the AI ​​intelligent interaction platform. However, this results in the interface containing a large amount of template question information, making the browsing process less concise, and the generated query logs are detrimental to the AI's subsequent iterative learning.

[0004] Based on the existing situation and problems of some AI intelligent interaction platforms, and the interaction method of the intelligent scientific research comprehensive management platform designed by the inventor for the shipbuilding field, a more unique and efficient interaction mode is needed.

[0005] Therefore, overcoming the shortcomings of the existing technology is an urgent problem to be solved in this technical field. Summary of the Invention

[0006] The technical problem to be solved by this invention is that the existing intelligent interactive platforms have a single interaction method, and for scenarios involving many professional terms, such as research vessels, the existing single pop-up mode will greatly limit the interaction efficiency.

[0007] The present invention adopts the following technical solution:

[0008] In a first aspect, the present invention provides an intelligent scientific research integrated management method. The research vessel is equipped with sensors and corresponding sensor data processing for each target device to be managed. The functional parameters of each target device, obtained from the analysis of the sensor data, are presented in different page sections of the intelligent scientific research integrated management application interface. These functional parameters are mapped to designated locations on the simulated structural diagrams of each target device on the intelligent scientific research integrated management application interface and identified using identifiers. The method includes:

[0009] After selecting one or more identifiers in the interface of the intelligent scientific research management application, a pop-up window with a question associated with the one or more identifiers is generated in the corresponding page section;

[0010] After selecting the target question in the pop-up window, the target question is presented in the message interaction window of the intelligent scientific research management application, and the answer is presented after the target question in the message interaction window after the background processing of the intelligent scientific research management application.

[0011] Preferably, the operation of selecting one or more identifiers in the interface of the intelligent scientific research integrated management application specifically includes:

[0012] The operation of selecting one or more identifiers is located in a target device simulation structure diagram within the same page partition; or...

[0013] The operation of selecting one or more identifiers is located in different target device simulation structure diagrams in at least two page partitions.

[0014] Preferably, before selecting one or more identifiers, the method further includes:

[0015] By selecting a category from the various identifier categories presented within the page partition, the identifiers to be displayed in the target device simulation structure diagram can be filtered according to the category.

[0016] The identifier classification includes one or more of the following: sensor type, functional parameter type, and main body of equipment component.

[0017] Preferably, when multiple identifiers need to be selected, the method further includes:

[0018] The selection of multiple identifiers is accomplished by pressing and holding a function key on the keyboard while simultaneously selecting each identifier one by one using the left mouse button; and / or,

[0019] The multiple identifiers are selected by pressing and holding a function key on the keyboard while simultaneously using the left mouse button to select the identifiers; and / or,

[0020] In the intelligent scientific research comprehensive management application interface, set up a function option to actively enter multiple identifier selection operations.

[0021] Preferably, generating a pop-up window associated with one or more identifiers in the corresponding page section specifically includes:

[0022] The question pop-up includes a guide line and a question list window, wherein the guide line is used to establish a dynamic guide relationship between the selected identifier and the question list window;

[0023] The problem list window is displayed in one of the following ways: partially hidden and expandable, fixed size with scrollbar, or full display covering all areas except page partitions.

[0024] Preferably, when multiple identifiers are selected, the method further includes:

[0025] Different identifiers are displayed by enclosing them together in a dashed box; or,

[0026] Different identifiers are displayed as selected results by uniformly using a specified color; or...

[0027] Different identifiers are displayed as selected results by blinking.

[0028] Preferably, when multiple identifiers exist across page partitions, the method further includes:

[0029] The currently active page section where the identifier selection operation is performed is displayed in a tiled manner on the intelligent scientific research integrated management application interface; other page sections that have been redirected with selected identifiers have their displayed content rotated by the target angle to compress the width of the displayed content, and their displayed content is made semi-transparent to retain the recognizability of the selected identifier and compress the display area of ​​each redirected page section.

[0030] Preferably, when multiple identifiers exist across page partitions, the method further includes:

[0031] The question list window of the question pop-up includes multiple tabs, and the multiple tabs include at least a general question tab;

[0032] Each page section corresponds to a single question tab, and each single question tab displays: in the page section, optional questions associated with the sensor data and / or functional parameters of the selected identifier;

[0033] The intelligent scientific expedition management application dynamically updates the comprehensive issue tab after processing all currently selected identifiers in the background.

[0034] Secondly, the present invention also provides an intelligent scientific research integrated management system, including a terminal and a server, specifically:

[0035] The terminal is used to present the functional parameters of each target device obtained from sensor data analysis in different page partitions on the intelligent scientific research comprehensive management application interface. The functional parameters are mapped to a specified position on the simulated structure diagram of each target device on the intelligent scientific research comprehensive management application interface and are identified by an identifier.

[0036] The server is used to obtain the operation of selecting one or more identifiers in the interface of the intelligent scientific research comprehensive management application, and to obtain the question associated with one or more identifiers through big data analysis and return it to the terminal.

[0037] The terminal is also used to generate a question pop-up window associated with one or more identifiers in the corresponding page partition; after the target question is selected in the question pop-up window, the target question is presented in the message interaction window of the intelligent scientific research comprehensive management application, and the answer is presented after the target question in the message interaction window after the background processing of the intelligent scientific research comprehensive management application.

[0038] Preferably, the method further includes: after the server obtains the selection operation carrying one or more identifiers, it generates a question associated with the one or more identifiers based on the mapping relationship between the functional parameters and the one or more identifiers, combined with the big data of historical question-and-answer interactions of the intelligent scientific research comprehensive management application, and returns it to the intelligent scientific research comprehensive management application.

[0039] Thirdly, the present invention also provides an intelligent scientific research comprehensive management device for implementing the intelligent scientific research comprehensive management method described in the first aspect, the device comprising:

[0040] At least one processor; and a memory communicatively connected to the at least one processor; wherein the memory stores instructions executable by the at least one processor, the instructions being executed by the processor for performing the intelligent scientific research integrated management method described in the first aspect.

[0041] Fourthly, the present invention also provides a non-volatile computer storage medium storing computer-executable instructions, which are executed by one or more processors to perform the intelligent scientific research comprehensive management method described in the first aspect.

[0042] Through the above technical solution, this invention can fully leverage the advantages of the interface elements of the intelligent scientific research comprehensive management platform, improving the interaction efficiency and cleanliness of the corresponding AI intelligent interactive platform. By displaying simulated structural diagrams of various devices on the interface and generating corresponding question pop-ups during user interaction, it fully utilizes the characteristics of the AI ​​intelligent interactive platform to provide an innovative interaction approach. On the other hand, compared with existing technologies that rely on user keywords to ask questions and then output a large number of template question boxes in the interactive interface, this invention significantly improves the cleanliness of the interaction and the accuracy of question understanding, achieving a qualitative leap. Attached Figure Description

[0043] To more clearly illustrate the technical solutions of the embodiments of the present invention, the accompanying drawings used in the embodiments of the present invention will be briefly described below. Obviously, the drawings described below are merely some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without any creative effort.

[0044] Figure 1 This is a schematic diagram of a specific example of the interface of a basic functional feature of an intelligent scientific research comprehensive management application provided in an embodiment of the present invention;

[0045] Figure 2 This is a schematic diagram of a specific example of the interface of another intelligent scientific research comprehensive management application basic functional characteristics provided in this embodiment of the invention;

[0046] Figure 3 This is a schematic diagram of a specific example of the first intelligent scientific expedition comprehensive management application interface provided in this embodiment of the invention;

[0047] Figure 4 This is a schematic diagram of a specific example of a page partitioning interface provided in an embodiment of the present invention;

[0048] Figure 5 This is a flowchart illustrating an intelligent scientific expedition management method provided in an embodiment of the present invention;

[0049] Figure 6 This is a schematic diagram of a specific example of the second type of intelligent scientific expedition management application interface provided in this embodiment of the invention;

[0050] Figure 7 This is a schematic diagram illustrating a specific example of the first type of question pop-up window provided in this embodiment of the invention;

[0051] Figure 8 This is a schematic diagram illustrating a specific example of the second type of question pop-up window provided in this embodiment of the invention;

[0052] Figure 9 This is a schematic diagram illustrating a specific example of the third type of question pop-up window provided in this embodiment of the invention;

[0053] Figure 10 This is a schematic diagram of a specific example of the third type of intelligent scientific expedition management application interface provided in this embodiment of the invention;

[0054] Figure 11 This is a schematic diagram illustrating a specific example of a selection jump process provided in an embodiment of the present invention;

[0055] Figure 12 This is a schematic diagram of a specific example of a problem list window provided in an embodiment of the present invention;

[0056] Figure 13 This is a schematic diagram illustrating another specific example of a problem list window provided in an embodiment of the present invention;

[0057] Figure 14 This is a schematic diagram illustrating a specific example of a multi-page partitioned display provided in an embodiment of the present invention;

[0058] Figure 15 This is a schematic diagram of the implementation device of an intelligent scientific research comprehensive management system provided in an embodiment of the present invention. Detailed Implementation

[0059] To make the objectives, technical solutions, and advantages of this invention clearer, the invention will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative and not intended to limit the invention.

[0060] In the description of this invention, the terms "inner", "outer", "longitudinal", "lateral", "upper", "lower", "top", "bottom", etc., indicate the orientation or positional relationship based on the orientation or positional relationship shown in the accompanying drawings. They are only for the convenience of describing this invention and do not require that this invention must be constructed and operated in a specific orientation. Therefore, they should not be construed as limiting this invention.

[0061] In this invention, the terms "first," "second," etc., are used for descriptive purposes only and should not be construed as indicating or implying relative importance or implicitly specifying the number of indicated technical features. Therefore, a feature defined with "first," "second," etc., may explicitly or implicitly include one or more of that feature. In the description of this application, unless otherwise stated, "a plurality of" means two or more.

[0062] In this application, unless otherwise expressly specified and limited, the term "connection" should be interpreted broadly. For example, "connection" can be a fixed connection, a detachable connection, or an integral part; it can be a direct connection or an indirect connection through an intermediate medium. Furthermore, the term "coupled" can refer to an electrical connection that enables signal transmission.

[0063] The intelligent scientific research system involved in this invention was designed and proposed against the following background:

[0064] Based on a fully IP-based high-speed network and end-to-end monitoring of research vessel deck operations, a new intelligent scientific research system is constructed. This system not only highly integrates the operational needs of scientific research and equipment testing but also incorporates new technologies to provide users with a superior user experience. Through scientific research data acquisition, it enables real-time monitoring and data collection of the research vessel and its surrounding marine environment to support scientific research missions and research activities. The platform is built on a fully networked architecture, constructing a highly integrated and interconnected shipboard network infrastructure. It supports the unified integration of various communication methods, data management systems, and business systems on board the vessel. Simultaneously, it adopts a ship-shore integrated service-oriented architecture, establishing corresponding application systems based on the actual conditions on both the ship and shore ends to meet information and command application needs.

[0065] This shipboard computing environment platform adopts a digital platform and intelligent application architecture, possessing high scalability and the ability to integrate multiple intelligent applications. The platform can integrate scientific research collaboration systems and digital intelligent systems (such as intelligent energy efficiency, intelligent engine room, and intelligent navigation), supporting dynamic expansion and sorting, significantly improving the user experience across multiple applications on the research vessel and reducing fragmentation. Currently, the platform includes three main application modules: intelligent equipment health management, intelligent ship energy efficiency management, and intelligent scientific research operation management. In addition, the platform's management backend enables user and role management, voyage management, and log management; these three aspects will be described in detail below.

[0066] User and role management: Supports the creation, editing, deletion, and password modification of users and their corresponding roles in the shipboard system; supports the allocation of application permissions for roles.

[0067] Cruise management: Supports uploading and parsing of RTZ format route files; supports secondary editing of routes (before arrival); and provides unified backhaul of cruise data to shore-based services.

[0068] Log management: Shipboard user behavior logs, including three types of events: user creation, device communication, and password modification; including event status and timestamp.

[0069] Based on the ship's entire computing environment platform, users can achieve comprehensive data monitoring through scientific research agents in the equipment health intelligent management module, thereby efficiently and comprehensively realizing intelligent management of the ship's equipment health. The following is a brief introduction to its functions:

[0070] (1) In terms of data query, the equipment's intelligent health management module can monitor the navigation status and synchronize navigation status data in real time, including the equipment's current health value, the health value trend over the past 7 days, and the corresponding fuel quality data. By interacting with the intelligent scientific research agent to inquire about the equipment's operating status, the agent can accurately output the corresponding status variable values ​​or historical charts based on the relevant signal parameter fields, such as... Figure 1 As shown.

[0071] (2) In terms of data analysis, for the real-time vibration status of equipment, the intelligent agent can find the original vibration signal and its frequency domain analysis results at the corresponding measuring point of the equipment, and perform health diagnosis to determine whether there are any signs of fault. If a certain piece of equipment fails, the intelligent agent will immediately push the fault information of that equipment, such as... Figure 2 As shown.

[0072] Building upon the introduction of the basic functional characteristics of the intelligent scientific research system described above, the following section will focus on the innovative aspects of this invention and elaborate on the key details of each embodiment. Furthermore, the technical features involved in the various embodiments of this invention described below can be combined with each other as long as they do not conflict with each other.

[0073] Example 1:

[0074] Embodiment 1 of this invention provides an intelligent scientific research integrated management method. The research vessel is equipped with sensors and corresponding sensor data processing for each target device to be managed. The functional parameters of each target device, obtained from the analysis of the sensor data, are presented in different page sections of the intelligent scientific research integrated management application interface. These functional parameters are mapped to designated locations on the simulated structural diagrams of each target device on the intelligent scientific research integrated management application interface and are identified using identifiers. For example, ... Figure 3 The diagram shown is a specific example of an intelligent scientific research integrated management application interface. The target equipment may include: a main generator, a side thruster motor, a propeller motor, a main starting air compressor, and an acoustic cofferdam. Each page section displays the functional parameters corresponding to one target device. Figure 3 The display shows the functional parameters of the main generator. These parameters are based on the vibration, fluid, and noise sensors used. To display these parameters, Figure 3 The document displays four simulated structural diagrams of the main generator, labeled "No. 1", "No. 2", "No. 3" and "No. 4". Figure 4 The document shows two simulated structural diagrams of the thruster motor, designated "No. 1" and "No. 2". In one embodiment, as... Figure 3 As shown, when the mouse is over area "1", area "1" will be displayed with a shadow effect; Figure 4As shown, when the mouse is in area "1", area "1" will be displayed with a shadow effect. Figure 3 In the simulation structure diagram of the "No. 1" in the middle, the labels marked "141", "140", "142", "139", "133" and "138" from left to right are: identifiers of the functional parameters shown at each position in the simulation structure diagram of the main generator. Figure 4 In the simulation structure diagram of "No. 1", the labels marked "158", "159", "160", "301" and "302" from top to bottom are: identifiers of the functional parameters shown at each position in the simulation structure diagram of the propeller motor.

[0075] Based on this, specifically, such as Figure 5 As shown, the method includes:

[0076] Step 10: After selecting one or more identifiers in the interface of the intelligent scientific research management application, generate a pop-up window with a question associated with the one or more identifiers in the corresponding page section.

[0077] After selecting one or more identifiers on the interface, in one embodiment, generating a pop-up window associated with the one or more identifiers in the corresponding page section specifically includes:

[0078] The question pop-up includes a guide line and a question list window, wherein the guide line is used to establish a dynamic guide relationship between the selected identifier and the question list window.

[0079] For example, in such Figure 3 After selecting the identifier "138" on the interface shown, as follows: Figure 6 As shown, a pop-up question window appears in a floating manner on the interface. This pop-up displays a question list window with five questions, all formatted as "Question X:xxx". The starting point of the connecting lines in this pop-up is the identifier "138", and the ending point is the question list window. This dynamic connection relationship is used to indicate the questions corresponding to the identifiers; for example, the five questions in the question list window corresponding to the identifier "138".

[0080] The problem list window is displayed in one of the following ways: partially hidden and expandable, fixed size with scrollbar, or full display covering all areas except page partitions.

[0081] For example, in such Figure 3 After selecting the identifier "138" on the interface shown, as follows: Figure 7 The image shows a specific example of a problem list window in a partially collapsed and expandable state, as provided in an embodiment of the present invention. Figure 7The problem list window shown is partially hidden. Clicking the "Expand" button will expand the problem list window to display all problems. A specific example of an expanded problem list window is shown below. Figure 6 As shown. Figure 8 The illustration shows a specific example of a question list window with a fixed size and a scroll bar, provided by an embodiment of the present invention. In this example, the size of the question list window is fixed, and only three questions can be displayed at a time. The rightmost side of the question list window is a scroll bar. By dragging the scroll bar, five questions can be displayed sequentially, starting with three consecutively numbered questions displayed at a time. Figure 9 The illustration shows a specific example of a question list window covering the entire area excluding page partitions, as provided in this embodiment of the invention. The question list window occupies the entire area (i.e., the right-hand area) of the interface of the intelligent scientific research management application, excluding page partitions. In one embodiment, the question list window can be displayed in a floating manner, in which case the question list window can be semi-transparent.

[0082] Step 20: After selecting the target question in the pop-up window, the target question is presented in the message interaction window of the intelligent scientific research comprehensive management application, and the answer is presented after the target question in the message interaction window after the background processing of the intelligent scientific research comprehensive management application.

[0083] In one embodiment, selecting the target question in the pop-up window refers to: [e.g.] Figure 6 Among the five questions shown, select the corresponding question by clicking the corresponding location. For example, select the first question by clicking the area where "Question 1: xxx" is located.

[0084] In another embodiment, after selecting the identifier "158" on the page partition of the thruster motor and selecting the target question from the corresponding question window list, the question window list disappears from the interface of the intelligent scientific research integrated management application, and a message interaction window appears on the right side of the interface. This message interaction window is... Figure 10 The dashed line indicates that the message interaction window displays the target question, "What is the vibration trend analysis of measuring point 158 ​​of the No. 1 thruster?", along with the corresponding answer. The interface status is as follows: Figure 10 As shown.

[0085] It should be noted that after selecting an identifier, a corresponding question pop-up window will be displayed in the corresponding page section; after selecting the target question in the question pop-up window, the target question will be presented in the message interaction window, at which point the question pop-up window will disappear from the interface.

[0086] In one embodiment, the interface may also use a data display window to display relevant data related to the target problem.

[0087] Through the above technical solution, this invention can fully leverage the advantages of the interface elements of the intelligent scientific research comprehensive management platform, improving the interaction efficiency and cleanliness of the corresponding AI intelligent interactive platform. By displaying simulated structural diagrams of various devices on the interface and generating corresponding question pop-ups during user interaction, it fully utilizes the characteristics of the AI ​​intelligent interactive platform to provide an innovative interaction approach. On the other hand, compared with existing technologies that rely on user keywords to ask questions and then output a large number of template question boxes in the interactive interface, this invention significantly improves the cleanliness of the interaction and the accuracy of question understanding, achieving a qualitative leap.

[0088] This invention provides a rich and efficient interaction mode for practical applications of AI chat interaction in intelligent scientific research in the shipbuilding field. By selecting identifiers displayed in page sections, a question pop-up window associated with the selected identifier is generated, allowing users to select the target question and generate an answer, which is then presented on the interface. Through user selection in page sections and question pop-ups, the required technical terminology can be directly and accurately identified, and the question can be precisely located. This avoids the inability to accurately provide specialized vocabulary affecting the AI-generated answer, thereby maximizing interaction efficiency, reducing the amount of redundant template question information in the interface, and making the browsing process as concise and clear as possible.

[0089] The intelligent scientific expedition management method according to embodiments of the present invention will now be further described:

[0090] In one embodiment, before selecting one or more identifiers, the method further includes:

[0091] By selecting a category from the various identifier categories presented within the page partitions, the identifiers to be displayed in the target device simulation structure diagram can be filtered according to the category; wherein, the identifier categories include: sensor type, functional parameter type, and one or more of the main body of the device component.

[0092] In this embodiment of the invention, two types of data are identified in the simulated structure diagram of each target device using identifiers: sensor data and functional parameters. Sensor data refers to parameters obtained from data collected by a specific sensor. These sensor data are marked at the corresponding sensor location in the simulated structure diagram of the target device using identifiers. For example, if a transistor in the target device has a sensor, the sensor data for that transistor is displayed at the corresponding sensor location in the simulated structure diagram of the target device using an identifier. This sensor data could be the pressure parameter of that transistor.

[0093] Functional parameters are parameters obtained by comprehensively processing data collected from multiple sensors. These parameters are marked with identifiers at the corresponding sub-component locations in the target equipment's simulated structure diagram. For example, for the engine (i.e., a sub-component) in the target equipment, the engine speed is obtained through multi-dimensional comprehensive analysis based on data collected from vibration, fluid, and noise sensors, using a pre-defined big data model. This engine speed is then used as a functional parameter, and the parameter is displayed as an identifier at the engine location in the target equipment's simulated structure diagram. These functional parameters can be obtained from multiple sensor parameters.

[0094] When a user needs to generate a target question and obtain the answer to that target question through AI, this embodiment of the invention provides an identifier-based interaction mode. Specifically, before step 10, the user selects one or more identifiers on the interface of the intelligent scientific expedition management application, which includes:

[0095] The operation of selecting one or more identifiers is located in a target device simulation structure diagram within the same page partition.

[0096] For example, in the simulated structure diagram of the main generator, that is, in such a diagram... Figure 3 In the interface shown, the "1" area has identifiers "141", "140", "142", "139", "133" and "138". Select one or more of these identifiers.

[0097] Alternatively, the operation of selecting one or more identifiers may be located in different target device simulation structure diagrams in at least two page partitions.

[0098] For example, in the simulation structure diagram of the main generator, there are identifiers "141", "140", "142", "139", "133" and "138". Select one or more of these identifiers, and then switch to the simulation structure diagram of the thruster motor. In the "1" area of ​​the simulation structure diagram of the thruster motor, there are identifiers "158", "159", "160", "301" and "302". Select one or more of these identifiers.

[0099] In the above process, when multiple identifiers need to be selected, the method further includes:

[0100] The selection of multiple identifiers is accomplished by pressing and holding a keyboard function key while simultaneously selecting the identifiers one by one using the left mouse button. The keyboard function key to be pressed and held can be selected by those skilled in the art based on the specific usage scenario, and is not limited here. For example, while pressing and holding a pre-designated function key on the keyboard, the identifiers "158", "159", and "160" in area "1" of the simulated structure diagram of the thruster motor can be selected sequentially using the left mouse button.

[0101] And / or, the selection of multiple identifiers can be accomplished by pressing and holding a keyboard function key while simultaneously using the left mouse button to select the identifiers. For example, such as Figure 11 As shown, while holding down the pre-designated function key on the keyboard, use the left mouse button to draw a frame in area "1" of the main generator's simulation structure diagram by dragging (i.e., Figure 11 The mouse selection box in the image will select the identifiers "139", "140" and "142" located within it.

[0102] In one embodiment, the device structure corresponding to the selected one or more identifiers (i.e., one or more identifiers in the mouse selection box) is determined, and the device structure is further clarified by generating an envelope of the outline of the device structure, so that the user can intuitively understand the currently selected part, such as... Figure 11 The following is a specific example of a device structure whose outline is shown by an envelope for the device structure corresponding to the selected identifiers "139", "140" and "142".

[0103] And / or, set up a function option in the intelligent scientific research integrated management application interface to actively enter multiple identifier selection operations. For example, in... Figure 4 On the interface shown, a "Select Identifier" button is set. After clicking the "Select Identifier" button, a pop-up window will appear with multiple function options for selecting identifiers. In this function option window, select identifiers "158", "159" and "160" as the selected identifiers.

[0104] To enable users to intuitively observe the selected identifiers on the interface, embodiments of the present invention also provide multiple display methods. When multiple identifiers are selected, the method further includes:

[0105] Different identifiers are displayed by enclosing each other within a dashed box. For example, ... Figure 11 As shown, when the identifiers "139", "140" and "142" are selected, the selection box displayed by the mouse indicates that the three identifiers have been selected.

[0106] Alternatively, different identifiers can be displayed in a uniform, specified color to indicate that they have been selected. For example, in the simulation diagram of the main generator, all identifiers in area "1" are originally shown in blue. After identifiers "139", "140", and "142" are selected, their display color turns yellow to indicate that they have been selected.

[0107] Alternatively, different identifiers can be displayed as selected results by flashing. For example, all identifiers in area "1" of the main generator's simulation diagram are originally shown in blue. When identifier "139" is selected, its display color changes to yellow, indicating that identifier "139" has been selected; then, when identifier "140" is selected, the display color of identifier "139" changes back to blue, and the display color of identifier "140" changes to yellow, indicating that identifier "140" has been selected, and so on.

[0108] Based on the above methods, when the user's target question involves multiple target devices, it is necessary to select identifiers in multiple page partitions to generate the target question based on the number of sensors and / or functional parameters corresponding to the multiple identifiers. Specifically, when multiple identifiers exist across page partitions, the method further includes:

[0109] The question list window of the pop-up window includes multiple tabs, including at least a comprehensive question tab. The comprehensive question tab displays all available questions, allowing the user to select a target question from among them.

[0110] For example, such as Figure 12 As shown, the problem list window includes three tabs: "Problems", "Side Thruster Motors", and "Thruster Motors"; the "Problems" tab is the comprehensive problem tab of the problem list window.

[0111] Each page section corresponds to a single question tab, and each single question tab displays: in the page section, optional questions associated with the sensor data and / or functional parameters of the selected identifier.

[0112] For example, such as Figure 12 As shown, the tabs "Side Thruster Motor" and "Thruster Motor" are both single-issue tabs in the issue list window; in one embodiment, as... Figure 13 As shown, clicking the "Side Push Motor" tab will switch the problem list window to the interface of this tab. This tab displays the sensor data and / or functional parameters of the identifiers involved in the side push motor in a list format of "Identifier: Sensor Data and / or Functional Parameters".

[0113] The intelligent scientific expedition management application dynamically updates the comprehensive issue tab after processing all currently selected identifiers in the background.

[0114] For example, after selecting one of the identifiers in the "Side Push Motor" page section, a question list window pops up on the interface. This question list window includes a "Questions" tab and a "Side Push Motor" tab. At this time, the questions in the "Questions" tab and the sensor data and / or functional parameters displayed in the "Side Push Motor" tab are all derived from the currently selected identifier. Then, when a second identifier is selected in the "Side Push Motor" page section, both the "Questions" tab and the "Side Push Motor" tab in the corresponding question list window are updated. The "Side Push Motor" tab adds the sensor data and / or functional parameters of the second identifier. The questions in the "Questions" tab are generated based on the comprehensive learning of the two currently selected identifiers. The specific method of generating questions based on the comprehensive learning of at least one identifier is selected by those skilled in the art according to the specific use case and is not limited here. Switch to the "Thruster Motor" page section. Select one of the identifiers within the "Thruster Motor" page section. A new "Thruster Motor" tab will appear in the corresponding issue list window, and the "Issues" tab will be updated. The "Thruster Motor" tab will now contain the sensor data and / or functional parameters of the selected identifier from the "Thruster Motor" page section. The issues in the "Issues" tab will be generated based on a comprehensive learning process using the three currently selected identifiers (two identifiers from "Side Thruster Motor" and one identifier from "Thruster Motor"). This process continues in a similar manner, and will not be elaborated further here.

[0115] It should be noted that selected identifiers can be reselected or removed, and the issues in the "Issues" tab are always generated based on the currently selected identifiers.

[0116] When multiple identifiers exist across page partitions, for example, after selecting at least one identifier in the "Side Push Motor" page partition, and then switching to the "Thrust Motor" page partition, and selecting at least one identifier in the "Thrust Motor" page partition, the method further includes:

[0117] The currently active page section where the identifier selection operation is performed is displayed in a tiled manner on the intelligent scientific research integrated management application interface; other page sections that have been redirected with selected identifiers have their displayed content rotated by the target angle to compress the width of the displayed content, and their displayed content is made semi-transparent to retain the recognizability of the selected identifier and compress the display area of ​​each redirected page section.

[0118] The target angle is selected by those skilled in the art based on the specific application scenario, and is not limited here.

[0119] For example, such as Figure 14 As shown, in the first state, the active page section currently performing the identifier selection operation is the "Main Engine" page section, and the user has selected two identifiers in the "Main Engine" page section. Figure 14 (Indicated by a solid black circle).

[0120] Subsequently, the user switches from the "Main Engine" page section to the "Side Push Motor" page section. At this point, the active page section for selecting an identifier is the "Side Push Motor" page section, and the user selects an identifier in the "Side Push Motor" page section. Figure 14 (Indicated by a solid black circle). At this time, the page partition of the "main engine" is another page partition that has been jumped to, and the content displayed in the page partition of the "main engine" is in a semi-transparent state; wherein, the specific display method of the semi-transparent state is selected by those skilled in the art according to the specific use scenario, and is not limited here. In one embodiment, the selected identifier in the jumped page partition is displayed by flashing; for example, the identifier in the page partition of the "main engine" that is currently still in the selected state ( Figure 14 (It is shown as a hollow circle with black lines) and is displayed on the interface by flashing.

[0121] Next, the user switches from the "Side Push Motor" page section to the "Thrust Motor" page section. At this point, the active page section for selecting identifiers is the "Thrust Motor" page section, and the user selects three identifiers in the "Thrust Motor" page section. Figure 14 (Represented by a solid black circle). At this time, the page partitions of "Main Engine" and "Side Push Motor" are other page partitions that have selected identifiers and have been redirected to, and the displayed content of the page partitions of "Main Engine" and "Side Push Motor" is semi-transparent. The page partitions of "Main Engine" and "Side Push Motor" are arranged at a certain distance. In one embodiment, the identifiers that are currently selected in the page partitions of "Main Engine" and "Side Push Motor" ( Figure 14 (Represented by a hollow circle with black lines) is displayed on the interface by flashing. And so on, without further explanation.

[0122] Based on the intelligent scientific expedition comprehensive management method of this invention, this invention also provides an intelligent scientific expedition comprehensive management system, including a terminal and a server, specifically:

[0123] The terminal is used to present the functional parameters of each target device obtained from sensor data analysis in different page partitions on the intelligent scientific research comprehensive management application interface. The functional parameters are mapped to designated positions on the simulated structure diagram of each target device on the intelligent scientific research comprehensive management application interface and identified by identifiers.

[0124] The server is used to obtain the operation of selecting one or more identifiers in the interface of the intelligent scientific research comprehensive management application, and to obtain the query associated with one or more identifiers through big data analysis, and return it to the terminal.

[0125] The terminal is also used to generate a question pop-up window associated with one or more identifiers in the corresponding page partition; after the target question is selected in the question pop-up window, the target question is presented in the message interaction window of the intelligent scientific research comprehensive management application, and the answer is presented after the target question in the message interaction window after the background processing of the intelligent scientific research comprehensive management application.

[0126] In one embodiment, it further includes:

[0127] After receiving a selection operation carrying one or more identifiers, the server generates a question associated with the one or more identifiers based on the mapping relationship between the functional parameters and the one or more identifiers, combined with the big data of historical question-and-answer interactions of the intelligent scientific research comprehensive management application, and returns it to the intelligent scientific research comprehensive management application.

[0128] When one or more identifiers are selected, the sensor data and / or functional parameters of the selected identifiers are transmitted to the server. Based on historical user questions related to this sensor data and / or functional parameters, the server uses big data learning to determine the user's likely purpose in asking questions and generates a list of corresponding questions for the user to choose from. After selection, the user sees the automatically generated answer on the interface.

[0129] It is worth noting that existing technologies often rely on users manually inputting questions when using AI chat for interaction. The computer then infers what the user wants to ask based on the input, generates a question list, and guides the user to select from the question list. However, the embodiments of this invention provide a new questioning mode, offering users a new channel for asking questions. Users can select the desired device component by clicking, and ask questions intuitively through device illustrations. This allows users to interact efficiently even when they do not have access to accurate marine industry terminology.

[0130] like Figure 15The diagram shown is an architectural schematic of the implementation device of the intelligent scientific expedition integrated management system according to an embodiment of the present invention, that is, it can be the server shown above. The intelligent scientific expedition integrated management device of this embodiment includes one or more processors 21 and a memory 22. Figure 15 Take a processor 21 as an example.

[0131] Processor 21 and memory 22 can be connected via a bus or other means. Figure 15 Taking the example of a connection between China and Israel via a bus.

[0132] The memory 22, as a non-volatile computer-readable storage medium, can be used to store non-volatile software programs and non-volatile computer-executable programs, such as the intelligent scientific expedition management method in Embodiment 1. The processor 21 executes the intelligent scientific expedition management method of this embodiment by running the non-volatile software programs and instructions stored in the memory 22.

[0133] Memory 22 may include high-speed random access memory, and may also include non-volatile memory, such as at least one disk storage device, flash memory device, or other non-volatile solid-state storage device. In some embodiments, memory 22 may optionally include memory remotely located relative to processor 21, which can be connected to processor 21 via a network. Examples of such networks include, but are not limited to, the Internet, intranets, local area networks, mobile communication networks, and combinations thereof.

[0134] The program instructions / modules are stored in the memory 22, and when executed by one or more processors 21, they execute the intelligent scientific expedition management method in Embodiment 1 above.

[0135] It is worth noting that the information interaction and execution process between the modules and units in the above-mentioned device and system are based on the same concept as the processing method embodiment of the present invention. For details, please refer to the description in the method embodiment of the present invention, and will not be repeated here.

[0136] Those skilled in the art will understand that all or part of the steps in the various methods of the embodiments can be implemented by a program instructing related hardware. The program can be stored in a computer-readable storage medium, which may include: read-only memory (ROM), random access memory (RAM), magnetic disk or optical disk, etc.

[0137] The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Any modifications, equivalent substitutions, and improvements made within the spirit and principles of the present invention should be included within the protection scope of the present invention.

Claims

1. A comprehensive intelligent scientific research management method, wherein the research vessel is equipped with sensors and corresponding sensor data processing for each target device to be managed, characterized in that, The functional parameters of each target device, obtained from sensor data analysis, are presented in different page sections of the intelligent scientific research integrated management application interface. These functional parameters are mapped to designated locations on the simulated structure diagrams of each target device within the interface and identified using identifiers. The method includes: After selecting one or more identifiers in the interface of the intelligent scientific research management application, a pop-up window with a question associated with the one or more identifiers is generated in the corresponding page section; The process involves selecting the appropriate identifier from the various identifier categories presented within the page partitions to filter and display the required identifiers in the target device simulation structure diagram. These identifier categories include one or more of the following: sensor type, functional parameter type, and device component body. The question pop-up includes a guide line and a question list window. The guide line is used to establish a dynamic relationship between the selected identifier and the question list window. The question list window is displayed in one of the following ways: partially hidden and expandable, fixed size with scroll bar, or fully covering the area except for page partitions. After selecting the target question in the pop-up window, the target question is presented in the message interaction window of the intelligent scientific research management application, and the answer is presented after the target question in the message interaction window after the background processing of the intelligent scientific research management application.

2. The intelligent scientific expedition comprehensive management method according to claim 1, characterized in that, The method includes: The operation of selecting one or more identifiers is located in a target device simulation structure diagram within the same page partition; or... The operation of selecting one or more identifiers is located in different target device simulation structure diagrams in at least two page partitions.

3. The intelligent scientific expedition comprehensive management method according to claim 1, characterized in that, The method further includes: The selection of multiple identifiers is accomplished by pressing and holding a function key on the keyboard while simultaneously selecting each identifier one by one using the left mouse button; and / or, The multiple identifiers are selected by pressing and holding a function key on the keyboard while simultaneously using the left mouse button to select the identifiers; and / or, In the intelligent scientific research comprehensive management application interface, set up a function option to actively enter multiple identifier selection operations.

4. The intelligent scientific research comprehensive management method according to claim 3, characterized in that, The method further includes: Different identifiers are displayed by enclosing them together in a dashed box; or, Different identifiers are displayed as selected results by uniformly using a specified color; or... Different identifiers are displayed as selected results by blinking.

5. The intelligent scientific expedition comprehensive management method according to claim 3, characterized in that, The method further includes: The active page section currently in the process of selecting an identifier is displayed in a tiled manner on the intelligent scientific research management application interface; other page sections that have been redirected with selected identifiers have their displayed content rotated by the target angle to compress the width of the displayed content, and their displayed content is made semi-transparent to retain the recognizability of the selected identifier and compress the display area of ​​each redirected page section.

6. The intelligent scientific research comprehensive management method according to claim 5, characterized in that, The method further includes: The question list window of the question pop-up includes multiple tabs, and the multiple tabs include at least a general question tab; Each page section corresponds to a single question tab, and each single question tab displays: in the page section, optional questions associated with the sensor data and / or functional parameters of the selected identifier; The intelligent scientific expedition management application dynamically updates the comprehensive issue tab after processing all currently selected identifiers in the background.

7. An intelligent scientific research integrated management system, characterized in that, Including terminals and servers, specifically: The terminal is used to present the functional parameters of each target device obtained from sensor data analysis in different page partitions on the intelligent scientific research comprehensive management application interface. The functional parameters are mapped to a specified position on the simulated structure diagram of each target device on the intelligent scientific research comprehensive management application interface and are identified by an identifier. The server is used to obtain the operation of selecting one or more identifiers in the interface of the intelligent scientific research comprehensive management application, and to obtain the question associated with one or more identifiers through big data analysis and return it to the terminal. The terminal is also used to generate a question pop-up window associated with one or more identifiers in the corresponding page partition; after the target question is selected in the question pop-up window, the target question is presented in the message interaction window of the intelligent scientific research comprehensive management application, and after processing by the background of the intelligent scientific research comprehensive management application, the answer is presented after the target question in the message interaction window; The process involves selecting the appropriate identifier from the various identifier categories presented within the page partitions to filter and display the required identifiers in the target device simulation structure diagram. These identifier categories include one or more of the following: sensor type, functional parameter type, and device component body. The question pop-up includes a guide line and a question list window. The guide line is used to establish a dynamic relationship between the selected identifier and the question list window. The question list window is displayed in one of the following ways: partially hidden and expandable, fixed size with scroll bar, or full display covering the area except for page partitions.

8. The intelligent scientific research integrated management system according to claim 7, characterized in that, Also includes: After receiving a selection operation carrying one or more identifiers, the server generates a question associated with the one or more identifiers based on the mapping relationship between the functional parameters and the one or more identifiers, combined with the big data of historical question-and-answer interactions of the intelligent scientific research comprehensive management application, and returns it to the intelligent scientific research comprehensive management application.

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