CN112035922B - Intelligent shelter layout planning system and method, electronic equipment and storage medium - Google Patents
Intelligent shelter layout planning system and method, electronic equipment and storage medium Download PDFInfo
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- CN112035922B CN112035922B CN202010869411.XA CN202010869411A CN112035922B CN 112035922 B CN112035922 B CN 112035922B CN 202010869411 A CN202010869411 A CN 202010869411A CN 112035922 B CN112035922 B CN 112035922B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/10—Geometric CAD
- G06F30/13—Architectural design, e.g. computer-aided architectural design [CAAD] related to design of buildings, bridges, landscapes, production plants or roads
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- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
Abstract
The application discloses an intelligent shelter layout planning system and method, electronic equipment and a storage medium. The system comprises: the system comprises an intelligent generation module, a user-defined generation module, a total layout preview module and a construction scheme module. The method comprises the following steps: newly building a shelter layout chart; selecting the intelligent generation module or the custom generation module; automatically generating a shelter layout diagram; or manually drawing a shelter layout; the overall layout preview module is used for displaying the overall shelter layout; the construction scheme module records all construction schemes; the dynamic line planning module obtains dynamic line graphs and dynamic line coordinates under different application scenes by using a dynamic line planning algorithm; and the management and control module manages all the generated shelter layout diagrams, the moving line diagrams and the moving line coordinates. The application has the capability of being rapidly unfolded, folded and reused, and can realize flexible collocation of the functional modules aiming at different types of application scenes.
Description
Technical Field
The present disclosure relates to the field of layout planning, and in particular, to an intelligent shelter layout planning system, method, electronic device, and storage medium.
Background
At present, decision-making work related to hospital planning and the like of the existing shelter hospital is manually completed, timeliness and comprehensiveness are poor, pain points such as insufficient multifunctional modular rapid deployment capability, need to be improved for epidemic situation detection prevention and control and emergency management decision exist, and the capacity of rapid unfolding, folding and maneuvering deployment of the existing shelter hospital under different deployment scales and application scenes is lacked.
There is an urgent need for a system that is fast, intelligent, and does not require human intervention to assist in the establishment of shelter hospitals.
Aiming at the problem that the related technology lacks the capabilities of quick unfolding and folding and maneuvering deployment, an effective solution is not provided at present.
Disclosure of Invention
The present application mainly aims to provide an intelligent shelter layout planning system, method, electronic device and storage medium, so as to solve the problem that the related art lacks the capability of rapid unfolding, folding and maneuvering deployment.
In order to achieve the above object, in a first aspect, the present application provides an intelligent shelter layout planning system, comprising: the system comprises an intelligent generation module, a user-defined generation module, a total layout preview module and a construction scheme module;
the intelligent generation module and the custom generation module are respectively connected with the total layout preview module, and the total layout preview module is connected with the construction scheme module;
the intelligent generation module is used for automatically generating a shelter layout diagram;
the custom generation module is used for drawing a shelter layout diagram on a canvas provided by the system;
the total layout preview module is used for displaying the layout of the whole shelter;
and the construction scheme module is used for receiving the shelter layout diagram transmitted by the total layout preview module, obtaining the construction scheme of the shelter layout diagram based on a preset algorithm, displaying the construction scheme to a user, and transmitting the construction scheme selected by the user to a terminal.
The system further comprises: the history recording module is respectively connected with the intelligent generation module and the user-defined generation module and is used for recording results generated by the intelligent generation module and the user-defined generation module.
The dynamic line planning module is respectively connected with the total layout preview module and the management and control module; the system comprises a main layout preview module, a control module and a main layout preview module, wherein the main layout preview module is used for obtaining a square cabin layout chart and a moving line coordinate under different application scenes by using a moving line planning algorithm according to the square cabin layout chart in the main layout preview module and sending the square cabin layout chart, the moving line chart and the moving line coordinate to the control module;
the management and control module is used for managing all the generated shelter layout diagrams, the moving line diagrams and the moving line coordinates;
the total layout preview module further comprises the following function of sending the floor area and the site selection condition of the shelter layout drawing to the unmanned aerial vehicle, and the unmanned aerial vehicle returns the site selection information to the total layout preview module.
The intelligent generation module and the custom generation module are required to select a scene, select network conditions, select an application area, fill in number and fill in field size.
The intelligent generation module generates a shelter layout chart by adopting a layout planning algorithm, can randomly modify the number of modules contained in the shelter, can specify various constraint conditions, automatically judges whether the specified constraint conditions are met, stores the current shelter layout chart if the specified constraint conditions are met, prompts that the constraint conditions are not met if the constraint conditions are not met, and needs to store the current shelter layout chart.
The layout planning algorithm comprises: genetic algorithm, greedy algorithm, linear programming algorithm.
The dynamic line planning method comprises the following steps: grading the action lines under different application scenes; setting an entrance as a starting point and a destination as an end point according to the result of the dynamic line grading and the shelter layout planning diagram; importing a shelter layout planning drawing to form a shelter drawing; dividing the vertexes of the square cabin graph into two sets; and performing iteration to find and output the shortest path from the starting point to the end point.
In a second aspect, the present application further provides an intelligent shelter layout planning method, which is implemented by an intelligent shelter layout planning system, and includes the following steps:
newly building a shelter layout chart;
selecting the intelligent generation module or the custom generation module;
if the intelligent generation module is selected, a shelter layout diagram is automatically generated;
if the custom generation module is selected, manually drawing a shelter layout diagram on a canvas provided by the system;
sending the shelter layout drawing to the total layout preview module, and displaying the overall shelter layout drawing;
and the total layout preview module sends the shelter layout to the construction scheme module, and the construction scheme module is used for receiving the shelter layout transmitted by the total layout preview module, displaying the construction scheme of the shelter layout to a user based on a preset algorithm and sending the construction scheme selected by the user to a terminal.
An electronic device comprising a memory for storing a computer program and a processor for executing the computer program to cause the computer device to perform a method for intelligent shelter layout planning according to the above.
A readable storage medium having stored therein computer program instructions which, when read and executed by a processor, perform the intelligent shelter layout planning method.
The beneficial technical effects are as follows:
compared with a common shelter hospital, the beneficial technical effects of the application are mainly embodied in two aspects: the intelligent multifunctional hospital bed has the capability of being unfolded, folded and reused rapidly while having the whole elements and the whole process for treating the infectious diseases in the trimethyl infectious disease hospital, and can realize flexible collocation of functional modules aiming at different types of application scenes. In order to realize the core advantage, modularization and folding are realized on the design of the cabin body, and accurate and reliable yard layout schemes and staff, material and other wiring designs are rapidly output according to the use requirements.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this application, serve to provide a further understanding of the application and to enable other features, objects, and advantages of the application to be more apparent. The drawings and their description illustrate the embodiments of the invention and do not limit it. In the drawings:
FIG. 1 is a schematic diagram of an intelligent shelter layout planning system according to an embodiment of the present application;
fig. 2 is a flowchart of an intelligent shelter layout planning method according to an embodiment of the present application.
Detailed Description
In order to make the technical solutions better understood by those skilled in the art, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only partial embodiments of the present application, but not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
It should be noted that the terms "first," "second," and the like in the description and claims of this application and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It should be understood that the data so used may be interchanged under appropriate circumstances such that embodiments of the application described herein may be used. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
In this application, the terms "upper", "lower", "left", "right", "front", "rear", "top", "bottom", "inner", "outer", "middle", "vertical", "horizontal", "lateral", "longitudinal", and the like indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings. These terms are used primarily to better describe the present application and its embodiments, and are not used to limit the indicated devices, elements or components to a particular orientation or to be constructed and operated in a particular orientation.
Moreover, some of the above terms may be used to indicate other meanings besides the orientation or positional relationship, for example, the term "on" may also be used to indicate some kind of attachment or connection relationship in some cases. The specific meaning of these terms in this application will be understood by those of ordinary skill in the art as appropriate.
In addition, the term "plurality" shall mean two as well as more than two.
It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict. The present application will be described in detail below with reference to the embodiments with reference to the attached drawings.
In a first aspect, the present application provides an intelligent shelter layout planning system, as shown in fig. 1, including: the system comprises an intelligent generation module, a user-defined generation module, a total layout preview module, a construction scheme module, a line-moving planning module, a management and control module and a terminal;
the intelligent generation module and the custom generation module are respectively connected with the total layout preview module, the total layout preview module is connected with the construction scheme module, the construction scheme module is connected with the terminal, the total layout preview module is respectively connected with the action line planning module and the management and control module, and the management and control module is connected with the action line planning module;
the intelligent generation module is used for automatically generating a shelter layout diagram;
the custom generation module is used for manually drawing a shelter layout drawing on a canvas provided by the system;
the total layout preview module is used for displaying the layout of the whole shelter;
the construction scheme module is used for receiving the shelter layout diagram transmitted by the total layout preview module, obtaining the construction scheme of the shelter layout diagram based on a preset algorithm to display a user after receiving the shelter layout diagram transmitted by the total layout preview module, and transmitting the construction scheme selected by the user to a terminal;
the moving line planning module is used for obtaining moving line graphs and moving line coordinates under different application scenes by using a moving line planning algorithm according to the shelter layout graph in the total layout preview module, and sending the shelter layout graph, the moving line graphs and the moving line coordinates to the control module;
the management and control module is used for managing all the generated shelter layout diagrams, the moving line diagrams and the moving line coordinates;
and the terminal is used for displaying all the construction schemes.
The system further comprises: the history recording module is respectively connected with the intelligent generation module and the custom generation module and is used for recording layout results generated by the intelligent generation module and the custom generation module.
The total layout preview module further comprises the following function of sending the floor area and the site selection condition of the shelter layout drawing to the unmanned aerial vehicle, and the unmanned aerial vehicle returns the site selection information to the total layout preview module.
The intelligent generation module and the custom generation module are required to select a scene, select network conditions, select an application area, fill in number and fill in field size.
The intelligent generation module generates a shelter layout chart by adopting a layout planning algorithm, can randomly modify the number of modules contained in the shelter, can specify various constraint conditions, automatically judges whether the specified constraint conditions are met, stores the current shelter layout chart if the specified constraint conditions are met, prompts that the constraint conditions are not met if the constraint conditions are not met, and needs to store the current shelter layout chart.
The layout planning algorithm comprises: genetic algorithm, greedy algorithm, and dynamic programming algorithm.
The terminal comprises a plurality of terminals, a certain terminal is selected, and the construction scheme of the working face and the time required by each stage are displayed on an interface; and the first terminal starts timing when starting construction and displays the information of each stage of each terminal. When the terminal progresses to a certain stage, the stage is highlighted, and display colors of the completed, in-progress and uncompleted stages are distinguished. The reason for the timeout is shown for the case of the timeout.
In the construction scheme, firstly, construction time options (including construction time, number of people and equipment) are selected, and if the selected construction time options are not satisfactory to the current scheme, the construction scheme can be returned to be selected again; after the information synchronization button is clicked, the system sends the construction scheme to each terminal, visual feedback is carried out on whether each terminal is synchronized successfully or not, and differential display is carried out on the terminals which are not synchronized.
The dynamic line planning method comprises the following steps:
grading the action lines under different application scenes;
according to the result of the dynamic line grading and the shelter layout planning map, setting an entrance as a starting point and a destination as an end point, and marking a cross infection area in the shelter layout planning map;
importing a shelter layout planning drawing to form a shelter drawing;
dividing the vertexes of the square cabin graph into two sets, wherein the first set is a vertex set with the shortest path solved and is recorded as a first set; the second group is the vertex set of the other undetermined shortest paths and is recorded as a second set;
performing iteration to find out the shortest path from the starting point to the end point;
outputting the shortest path from the starting point to the end point.
In a second aspect, the present application further provides an intelligent shelter layout planning method, which is implemented by using an intelligent shelter layout planning system, as shown in fig. 2, and includes the following steps:
step S1: and (4) building a layout diagram of the shelter, and selecting a new scheme or a historical scheme after entering the system.
Step S2: selecting the intelligent generation module or the custom generation module;
step S3: if the intelligent generation module is selected, a shelter layout diagram is automatically generated; and for the intelligent generation mode, the number of each module is modified on the basis of outputting a regional shelter layout diagram through a layout planning algorithm, such as a genetic algorithm, a greedy algorithm, a linear planning algorithm and the like, a background verifies whether the modified result meets constraint conditions, if so, the current layout result is prompted to be stored, and otherwise, the current layout result is prompted to be stored.
Step S4: if the custom generation module is selected, drawing a shelter layout diagram on a canvas provided by the system; the system provides the internal module composition of the shelter under the scene, and all modules are spliced and arranged on the canvas.
Step S5: sending the shelter layout drawing to the total layout preview module, and displaying the overall shelter layout drawing;
step S6: the total layout preview module sends the shelter layout drawing to the construction scheme module, and the construction scheme module is used for receiving the shelter layout drawing transmitted by the total layout preview module, obtaining the construction scheme of the shelter layout drawing based on a preset algorithm to display a user, sending the construction scheme selected by the user to a terminal construction scheme, and sending the construction scheme to a terminal;
step S7: the terminal displays all construction schemes;
step S8: the total layout preview module sends the shelter layout drawing to the line moving planning module, the line moving planning module obtains line moving drawings and line moving coordinates under different application scenes by using a line moving planning algorithm, and sends the shelter layout drawing, the line moving drawings and the line moving coordinates to the control module;
step S9: and the management and control module manages all the generated shelter layout diagrams, the moving line diagrams and the moving line coordinates.
An electronic device comprising a memory for storing a computer program and a processor for executing the computer program to cause the computer device to perform a method for intelligent shelter layout planning according to the above.
A readable storage medium having stored therein computer program instructions which, when read and executed by a processor, perform the intelligent shelter layout planning method.
The above description is only a preferred embodiment of the present application and is not intended to limit the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Claims (9)
1. An intelligent shelter layout planning system, comprising: the system comprises an intelligent generation module, a user-defined generation module, a total layout preview module and a construction scheme module;
the intelligent generation module and the custom generation module are respectively connected with the total layout preview module, and the total layout preview module is connected with the construction scheme module;
the intelligent generation module is used for automatically generating a shelter layout diagram;
the custom generation module is used for drawing a shelter layout diagram on a canvas provided by the system;
the total layout preview module is used for displaying the layout of the whole shelter;
the construction scheme module is used for receiving the shelter layout diagram transmitted by the total layout preview module, obtaining the construction scheme of the shelter layout diagram based on a preset algorithm, displaying the construction scheme to a user, and transmitting the construction scheme selected by the user to a terminal;
grading the action lines under different application scenes;
according to the result of the dynamic line grading and the shelter layout planning map, setting an entrance as a starting point and a destination as an end point, and marking a cross infection area in the shelter layout planning map;
importing a shelter layout planning drawing to form a shelter drawing;
dividing the vertexes of the square cabin graph into two sets, wherein the first set is a vertex set with the shortest path solved and is recorded as a first set; the second group is the vertex set of the other undetermined shortest paths and is recorded as a second set;
performing iteration to find out the shortest path from the starting point to the end point;
outputting the shortest path from the starting point to the end point.
2. The intelligent shelter layout planning system of claim 1,
the system further comprises: and the history recording module is respectively connected with the intelligent generation module and the custom generation module and is used for recording the result generated by each step of the intelligent generation module and the custom generation module.
3. The intelligent shelter layout planning system of claim 1,
the system further comprises: the dynamic line planning module is respectively connected with the total layout preview module and the management and control module; the system comprises a main layout preview module, a control module and a main layout preview module, wherein the main layout preview module is used for obtaining a square cabin layout chart and a moving line coordinate under different application scenes by using a moving line planning algorithm according to the square cabin layout chart in the main layout preview module and sending the square cabin layout chart, the moving line chart and the moving line coordinate to the control module;
and the management and control module is used for managing all the generated shelter layout diagrams, the moving line diagrams and the moving line coordinates.
4. The intelligent shelter layout planning system of claim 1,
the total layout preview module further comprises the following function of sending the floor area and the site selection condition of the shelter layout drawing to the unmanned aerial vehicle, and the unmanned aerial vehicle returns the site selection information to the total layout preview module for displaying.
5. The intelligent shelter layout planning system of claim 1,
the intelligent generation module generates a shelter layout chart by adopting a layout planning algorithm, can randomly modify the number of modules contained in the shelter, can specify various constraint conditions, automatically judges whether the specified constraint conditions are met, stores the current shelter layout chart if the specified constraint conditions are met, prompts that the constraint conditions are not met if the constraint conditions are not met, and needs to store the current shelter layout chart.
6. The intelligent shelter layout planning system according to claim 4, wherein the layout planning algorithm comprises: genetic algorithm, greedy algorithm, linear programming algorithm.
7. An intelligent shelter layout planning method is characterized by being realized by adopting the intelligent shelter layout planning system, and comprising the following steps:
newly building a shelter layout chart;
selecting an intelligent generation module or a custom generation module;
if the intelligent generation module is selected, a shelter layout diagram is automatically generated;
if the custom generation module is selected, drawing a shelter layout diagram on a canvas provided by the system;
sending the shelter layout drawing to a total layout preview module, and displaying the overall shelter layout drawing;
the total layout preview module sends the shelter layout drawing to a construction scheme module, the construction scheme module is used for receiving the shelter layout drawing transmitted by the total layout preview module, obtaining the construction scheme of the shelter layout drawing based on a preset algorithm to display a user, and sending the construction scheme selected by the user to a terminal;
the moving line planning module obtains moving line graphs and moving line coordinates under different application scenes by using a moving line planning algorithm according to the shelter layout graph in the total layout preview module, and displays the moving line graphs of the shelter;
grading the action lines under different application scenes;
according to the result of the dynamic line grading and the shelter layout planning map, setting an entrance as a starting point and a destination as an end point, and marking a cross infection area in the shelter layout planning map;
importing a shelter layout planning drawing to form a shelter drawing;
dividing the vertexes of the square cabin graph into two sets, wherein the first set is a vertex set with the shortest path solved and is recorded as a first set; the second group is the vertex set of the other undetermined shortest paths and is recorded as a second set;
performing iteration to find out the shortest path from the starting point to the end point;
outputting the shortest path from the starting point to the end point.
8. An electronic device, characterized in that the electronic device comprises a memory for storing a computer program and a processor for executing the computer program to cause a computer device to perform the intelligent shelter layout planning method according to claim 7.
9. A readable storage medium having stored thereon computer program instructions which, when read and executed by a processor, perform the intelligent shelter layout planning method of claim 7.
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| CN113312694B (en) * | 2021-05-25 | 2022-07-15 | 中国科学院计算技术研究所厦门数据智能研究院 | Method for generating dynamic line plan in shelter type building |
| CN116451592B (en) * | 2023-06-14 | 2023-08-15 | 北京航天天美科技有限公司 | Extensible intelligent shelter layout optimization method |
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