A community operation and maintenance system based on big data

Abstract

The present invention discloses a community operation and maintenance system based on big data, which relates to the field of community management technology, including a cloud computing platform, a community information collection module, a facility management module and a patrol robot management module; the present invention collects relevant information of community members, community facilities and patrol robots, and then establishes a community information table and a community electronic map, and at the same time obtains image data and video data of equipment in community facilities through a camera, and establishes a three-dimensional network map of the equipment, and then establishes a movement route of the patrol robot according to the three-dimensional network map of the equipment and monitors the daily flow of people in the equipment in real time, and then increases or decreases the number of equipment in the community facilities according to the daily flow of people, and at the same time the patrol robot monitors whether the equipment is damaged by human beings in real time according to the movement route, and then finds the corresponding community member information according to the community information table; the present invention realizes intelligent operation and maintenance management of the community through the community information table and the community electronic map.

Description

Technical Field

[0001] The present invention relates to the technical field of community management, and in particular to a community operation and maintenance system based on big data. Background Art

[0002] With the development and application of modern high-tech and information technology, the information age is affecting and changing our lifestyle and quality of life at an unprecedented speed. People are no longer satisfied with the traditional lifestyle, but are pursuing an information-based, safe, comfortable and convenient living environment in the community as an ideal goal, that is, to realize community intelligence;

[0003] The traditional community operation and maintenance system can no longer meet the ever-expanding community information processing needs due to its poor anti-interference ability and poor data processing ability. In addition, the traditional community operation and maintenance system can only realize the management of community facilities or community members, and cannot effectively link community members with community facilities in an intelligent manner, thereby realizing a more efficient community operation and maintenance model. For this purpose, a community operation and maintenance system based on big data is provided. Summary of the invention

[0004] In order to solve the above technical problems, the purpose of the present invention is to provide a community operation and maintenance system based on big data.

[0005] In order to achieve the above object, the present invention provides the following technical solutions:

[0006] A community operation and maintenance system based on big data, comprising a cloud computing platform, wherein the cloud computing platform is communicatively connected with a community information management module, a facility management module, and an inspection robot management module;

[0007] The community information management module is used to collect and process relevant information of community members, community facilities and community inspection robots, and then establish a community electronic map, which is equipped with an information collection unit, an information processing unit and an electronic map establishment unit;

[0008] The information collection unit is used to collect relevant information about community members, community facilities and community inspection robots;

[0009] The information processing unit is used to process and analyze relevant information of community members, community facilities and community inspection robots, and establish a community information table;

[0010] The electronic map establishing unit establishes a community electronic map according to the community information table;

[0011] The facility management module is used to manage and maintain community facilities, and the facility management module is provided with a facility monitoring unit and a facility maintenance unit;

[0012] The facility monitoring unit is used to monitor the daily flow of people in the community facilities, and then dynamically adjust the number of equipment in the community facilities according to the daily flow of people;

[0013] The facility maintenance unit is used to monitor the real-time status of the equipment in the community facilities in real time and take corresponding measures according to the real-time status of the equipment;

[0014] The inspection robot management module is composed of a human-computer interaction unit and a route planning unit;

[0015] The human-computer interaction unit is used by community members to navigate or query community information through the inspection robot;

[0016] The route planning unit is used to plan the movement route of the inspection robot in the community or community facilities according to the community electronic map and the equipment three-dimensional network map.

[0017] Furthermore, the process of obtaining relevant information about the community members, community facilities, and community inspection robots includes:

[0018] The information collection unit is composed of several cameras, which are used to obtain basic information of community members, community facilities, and community inspection robots, as well as community maps;

[0019] The information collection unit sets feature collection points according to the basic information of community members, and obtains video data of community members through the feature collection points and cameras.

[0020] Furthermore, the community information table includes a community member information sub-table, a community facility information sub-table, and an inspection robot information sub-table.

[0021] Furthermore, the process of establishing the community electronic map includes:

[0022] The electronic map establishment unit scans the community map and then establishes the community electronic map, maps the daily movement trajectories of all community members onto the community electronic map, sets an overlap threshold, removes the daily movement trajectories on the community electronic map whose overlap times are less than or equal to the overlap threshold, and then sets the community facilities passed by the remaining daily movement trajectories as community intersections, which are marked on the community electronic map;

[0023] At the same time, various community facilities on the community map are marked according to the community information table, and the real-time status and real-time movement trajectory of the patrol robot are marked on the community electronic map according to the patrol robot movement information from the patrol robot management module.

[0024] Furthermore, the process of dynamically adjusting the number of devices by the facility monitoring unit includes:

[0025] The facility monitoring unit obtains the image data of all devices in the community facilities through the camera, and then establishes a three-dimensional network diagram of the corresponding community facilities based on the image data of the devices and the community facility information subtable. At the same time, all the devices in the community facilities are numbered, recorded as P x，num , where x = 1, 2, ..., n; num = 1, 2, ..., num x , where n is an integer greater than 0, num x Indicates the total number of devices labeled x;

[0026] The three-dimensional network diagram of equipment includes the locations of all equipment in the community facilities in the corresponding community facilities, and the equipment is displayed in the form of three-dimensional animation;

[0027] The usage score L of each device is calculated, and then the number of corresponding devices in the community facilities is dynamically adjusted according to the usage score L of the device.

[0028] Furthermore, the calculation formula for dynamically adjusting the number of devices according to the usage score L is:

[0029]

[0030]

[0031] Where L x Indicates the number is P x，num The usage index of the device, num x represents the total number of the x-th type of equipment, α j j-1 represents the correction parameter, and its calculation formula is K represents the total number of days, j represents the jth day, num' x represents the number of devices after adjustment, n represents the total number of device types in the community facilities, Num represents the total number of devices in the community facilities, and M j represents the total number of community members entering and leaving community facilities on day j, m j Represents the number of community members that interact with it on day j.

[0032] Furthermore, the monitoring process of the equipment by the facility maintenance unit includes:

[0033] The facility maintenance unit obtains the 3D network diagram of the equipment from the facility monitoring unit, locates the position of each device based on the 3D network diagram of the equipment, and uses the camera to capture video data of the community members interacting with the equipment;

[0034] At the same time, the equipment maintenance unit sends the equipment three-dimensional network diagram to the inspection robot management module, and then the inspection robot management module plans the action route of the inspection robot in the community facilities;

[0035] When the inspection robot moves in the community facilities according to the route of action, the facility maintenance unit sends an equipment monitoring task to the inspection robot, and then the inspection robot scans the equipment it passes by during the movement. If the equipment is found to be damaged or there is a safety hazard, the scanning result is sent to the facility maintenance unit, and the facility maintenance unit takes corresponding measures based on the scanning result.

[0036] Furthermore, the action route planning process of the inspection robot includes:

[0037] The inspection robot management module obtains the community electronic map from the community information management module and sends it to the route planning unit. The route planning unit sets up the inspection robot transfer stations according to the community intersections in the community electronic map, and connects all the transfer stations end to end to form the inspection robot's action route in the community;

[0038] When the route planning unit receives the three-dimensional network diagram of the equipment from the facility management module, it maps each device in it to the coordinate axis, and finds the optimal connection method through the connectivity algorithm, and then connects the device mapping points in the coordinate axis end to end. The connected trajectory line is the inspection robot's movement route in the community facilities.

[0039] Compared with the prior art, the present invention has the following beneficial effects:

[0040] 1. The present invention establishes a community information table and a three-dimensional network diagram of equipment, and establishes a movement route of the inspection robot in the community facilities according to the three-dimensional network diagram of equipment. At the same time, the video data of each device is captured by a camera. The inspection robot scans the equipment in the community facilities in turn according to the movement route, and determines whether the equipment is damaged by human beings according to the scanning results. Then, the corresponding community member information is found according to the community information table and corresponding measures are taken. This reduces the phenomenon of malicious damage to equipment in community facilities by community members to a certain extent, and traces the information of the community members who cause malicious damage.

[0041] 2. The present invention monitors the daily flow of people in each device in the community facilities in real time, and dynamically adjusts the number of each device in the community facilities according to the historical flow of people in each device, thereby improving the utilization rate and configuration rationality of the equipment in the community facilities to a certain extent;

[0042] 3. The present invention plans the action routes of patrol robots in the community by establishing a community information table and a community electronic map. The patrol robot is provided with a human-computer interaction function and a wireless signal receiving device. Community members can send navigation requests and community information query requests to the patrol robot through the human-computer interaction function. Community facilities monitor the real-time status of equipment through the patrol robot, and the patrol robot realizes intelligent linkage between community facilities and community members. BRIEF DESCRIPTION OF THE DRAWINGS

[0043] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings required for use in the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments recorded in the present invention. For ordinary technicians in this field, other drawings can also be obtained based on these drawings.

[0044] Figure 1 It is a schematic diagram of the present invention. DETAILED DESCRIPTION

[0045] To make the purpose, technical solution and advantages of the present invention clearer, the technical solution of the present invention will be described in detail below. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other implementation methods obtained by ordinary technicians in this field without creative work belong to the scope of protection of the present invention.

[0046] like Figure 1 As shown, a community operation and maintenance system based on big data includes a cloud computing platform, wherein the cloud computing platform is communicatively connected with a community information management module, a facility management module, and an inspection robot management module;

[0047] The community information management module is used to collect and process relevant information of community members, community facilities and community inspection robots, and then establish an electronic map of the community;

[0048] Furthermore, the community information management is provided with an information collection unit, an information processing unit and an electronic map creation unit;

[0049] The information collection unit is used to collect relevant information about community members, community facilities and community inspection robots;

[0050] The information processing unit is used to process and analyze relevant information of community members, community facilities and community inspection robots, and establish a community information table;

[0051] The electronic map establishing unit establishes a community electronic map according to the community information table;

[0052] The following example illustrates the process of the community information management module collecting and processing relevant information about community members, community facilities, and community inspection robots, and then establishing a community visual electronic map:

[0053] The information collection unit is composed of several cameras, which are used to obtain basic information of community members, community facilities, and community inspection robots, as well as community maps;

[0054] Upload the obtained basic information of community members, community facilities, and community inspection robots and the community map to the information processing module;

[0055] The basic information includes the name, photo, ID number, work place and residential address of the community member, the name, category, name and quantity of the equipment contained in the community facility and its location, and the number and photo of the community inspection robot;

[0056] The information collection unit sets feature collection points according to the photos of community members in the basic information, and obtains video data of community members through the feature collection points and cameras;

[0057] Further, the information collection unit sends basic information of community members, community facilities, and community inspection robots, video data of community members, and community maps to the information processing unit and the electronic map creation unit;

[0058] The information processing unit establishes a community information table based on the basic information of community members, community facilities and community inspection robots;

[0059] The community information table is composed of a community member information sub-table, a community facility information sub-table, and a patrol robot information sub-table, wherein the community member information sub-table includes the identification number, name, photo, and residential address of the district members, the community facility information sub-table includes the name, classification, equipment name, corresponding number of equipment, address information, and photos of community facilities, and the patrol robot information sub-table includes the number, photo, and real-time status of the patrol robot, wherein the classification of community facilities includes residential facilities, commercial facilities, public facilities, and transportation facilities, such as commercial facilities including shops and restaurants, and public facilities including parks, libraries, and cultural activity centers;

[0060] It should be noted that the residential address of the community member in the community member information sub-table is associated with the name of the community facility in the community facility information sub-table, and the relevant information of the community facility can be viewed by clicking the residential address of the community member;

[0061] It should be further explained that the information processing unit updates the real-time status of the inspection robot in the inspection robot information sub-table in real time according to the inspection robot status information from the inspection robot management module;

[0062] The information processing unit obtains the daily movement trajectory of the corresponding community members according to the video data, and sends it and the community information table to the electronic map creation unit;

[0063] The electronic map establishment unit scans the community map and then establishes the community electronic map, maps the daily movement trajectories of all community members onto the community electronic map, sets an overlap threshold, removes the daily movement trajectories on the community electronic map whose overlap times are less than or equal to the overlap threshold, and then sets the community facilities passed by the remaining daily movement trajectories as community intersections, which are marked on the community electronic map;

[0064] Furthermore, the electronic map establishing unit marks each community facility on the community map according to the community information table, and marks the real-time status and real-time movement trajectory of the patrol robot on the community electronic map according to the patrol robot movement information from the patrol robot management module.

[0065] The facility management module is used to manage and maintain community facilities, and the facility management module is provided with a facility monitoring unit and a facility maintenance unit;

[0066] It should be noted that each community facility is equipped with a facility monitoring unit, a facility maintenance unit and a wireless signal receiving device, wherein the facility monitoring unit and the facility maintenance unit are each equipped with a number of cameras;

[0067] The facility monitoring unit is used to monitor the daily flow of people in the community facilities, and then dynamically adjust the number of equipment in the community facilities according to the daily flow of people;

[0068] The facility maintenance unit is used to monitor the real-time status of the equipment in the community facilities in real time and take corresponding measures according to the real-time status of the equipment;

[0069] The following example illustrates the specific process of using the facility management module to manage and maintain community facilities:

[0070] The facility management module obtains the community information table and the community electronic map from the community information module, and sends the community information table and the community electronic map to the facility monitoring unit and the facility maintenance unit;

[0071] The facility monitoring unit obtains the image data of all devices in the community facilities through the camera, and then establishes a three-dimensional network diagram of the corresponding community facilities based on the image data of the devices and the community facility information subtable. At the same time, all the devices in the community facilities are numbered, recorded as P x，num , where x = 1, 2, ..., n; num = 1, 2, ..., num x , where n is an integer greater than 0, num x Indicates the total number of devices labeled x;

[0072] The three-dimensional network diagram of equipment includes the locations of all equipment in the community facilities in the corresponding community facilities, and the equipment is displayed in the form of three-dimensional animation;

[0073] It should be noted that before establishing the three-dimensional network diagram of the equipment, the facility monitoring unit counts the photographed equipment and the corresponding quantity, and finds the community facility information subtable corresponding to the community facility from the community information table, and compares the counted equipment names and corresponding quantities with the equipment names and quantities in the corresponding community facility information subtable. If the comparison is inconsistent, the data in the corresponding community facility information subtable is modified according to the counted equipment names and corresponding quantities. If the comparison is consistent, no operation is performed;

[0074] Furthermore, the facility monitoring unit locates all the equipment in the community facility according to the three-dimensional equipment map. The facility monitoring unit uses a camera to capture the community members interacting with each equipment in real time, and then obtains the equipment-community member interaction record, where the equipment-community member interaction record includes the number of community members m that interacted with each equipment on the jth day. j , and the total number of community members entering and leaving community facilities on day j, M j , where j is a natural number greater than 0;

[0075] Calculate the usage score L of each device, and then dynamically adjust the number of corresponding devices in the community facilities according to the usage score L of the device. The calculation formula for the usage score L and the dynamic adjustment of the number of devices according to the usage score L is:

[0076]

[0077]

[0078] Where L x Indicates the number is P x，num The usage index of the device, num x represents the total number of the x-th type of equipment, α j j-1 represents the correction parameter, and its calculation formula is j represents the jth day, K represents the total number of days, num x ‘ represents the number of devices after adjustment, n represents the total number of device types in the community facility, and Num represents the total number of devices in the community facility;

[0079] Furthermore, the facility maintenance unit obtains the three-dimensional network diagram of the equipment from the facility monitoring unit, locates the position of each device according to the three-dimensional network diagram of the equipment, and simultaneously captures the video data of the community members interacting with the equipment through the camera;

[0080] At the same time, the equipment maintenance unit sends the equipment three-dimensional network diagram to the inspection robot management module, and then the inspection robot management module plans the action route of the inspection robot in the community facilities;

[0081] It should be noted that the facility maintenance unit obtains the number of community members of the current facility through the facility detection unit, and then sends an additional or removed inspection robot to the facility management module according to the current number of community members;

[0082] When the inspection robot moves in the community facilities according to the action route, the facility maintenance unit sends the equipment monitoring task to the inspection robot, and then the inspection robot scans the equipment it passes through during the movement. If the equipment is found to be damaged or has safety hazards, the scanning result is sent to the facility maintenance unit;

[0083] After receiving the scanning results from the inspection robot, the facility maintenance unit determines whether the equipment has safety hazards or is damaged based on the scanning results. If it is determined that there is a safety hazard, the facility maintenance unit sends the location of the equipment and the scanning results to the relevant maintenance personnel, who will then repair the equipment.

[0084] If it is determined that the equipment is damaged, the facility maintenance unit retrieves the video data of the corresponding equipment on that day, and then searches for the community member who caused the equipment damage, and searches for the information of the corresponding community member from the community member subtable in the community information table. The facility maintenance unit then sends an equipment damage warning to the corresponding community member, and sends the equipment scanning results to the relevant maintenance personnel, who then repair the equipment.

[0085] The inspection robot management module is composed of a human-computer interaction unit and a route planning unit;

[0086] The human-computer interaction unit is used by community members to navigate or query community information through the inspection robot;

[0087] It should be noted that each inspection robot is equipped with several camera wireless signal receiving devices and storage devices, wherein the storage device stores the community information table and the community electronic map;

[0088] When a community member sends a navigation request to the inspection robot through the human-computer interaction unit, the inspection robot locates its current position and its target position according to the community electronic map, and plans the optimal route and sends it to the human-computer interaction unit. Then, the community member can choose to follow the inspection robot to the target position, or go to the target position by himself according to the action route;

[0089] When a community member sends a request to query community information to the inspection robot through the human-computer interaction unit, the corresponding community information is found in the community information table according to the query conditions entered by the community member and sent to the human-computer interaction unit;

[0090] The route planning unit is used to plan the action route of the inspection robot in the community or community facilities according to the community electronic map and the equipment three-dimensional network map;

[0091] The following example illustrates the process of the route planning unit planning the route of the inspection robot:

[0092] The inspection robot management module obtains the community electronic map from the community information management module and sends it to the route planning unit. The route planning unit sets up the inspection robot transfer stations according to the community intersections in the community electronic map, and connects all the transfer stations end to end to form the inspection robot's action route in the community;

[0093] Furthermore, when the route planning unit receives the three-dimensional network diagram of the equipment from the facility management module, it maps each device therein to the coordinate axis, and finds the optimal connection method through the connectivity algorithm, and then connects the device mapping points in the coordinate axis end to end. The connected trajectory line is the movement route of the inspection robot in the community facilities.

[0094] The above embodiments are only used to illustrate the technical method of the present invention rather than to limit it. Although the present invention has been described in detail with reference to the preferred embodiments, those skilled in the art should understand that the technical method of the present invention may be modified or replaced by equivalents without departing from the spirit and scope of the technical method of the present invention.

Claims

1. A community operation and maintenance system based on big data, including a cloud computing platform, characterized in that: The cloud computing platform is communicatively connected to a community information management module, a facility management module, and an inspection robot management module; The community information management module includes an information collection unit, an information processing unit and an electronic map creation unit; The information collection unit is used to collect relevant information about community members, community facilities and community inspection robots; The information processing unit is used to process and analyze relevant information of community members, community facilities and community inspection robots, and establish a community information table; The electronic map establishing unit is used to establish a community electronic map according to the community information table; The process of obtaining the relevant information of the community members, community facilities and community inspection robots includes: the information collection unit is composed of a plurality of cameras, and the basic information of the community members, community facilities and community inspection robots and the community map are obtained through the cameras; The information collection unit sets feature collection points according to the basic information of community members, and obtains video data of community members through the feature collection points and cameras; The community information table includes a community member information sub-table, a community facility information sub-table, and an inspection robot information sub-table; The process of establishing the community electronic map includes: the electronic map establishing unit scans the community map and then establishes the community electronic map, maps the daily action trajectories of all community members onto the community electronic map, sets an overlap threshold, removes the daily action trajectories on the community electronic map whose overlap times are less than or equal to the overlap threshold, and then sets the community facilities passed by the remaining daily action trajectories as community intersections, and marks them on the community electronic map; At the same time, the various community facilities on the community map are marked according to the community information table, and the real-time status and real-time movement trajectory of the inspection robot are marked on the community electronic map according to the inspection robot movement information from the inspection robot management module; The facility management module includes a facility monitoring unit and a facility maintenance unit; The facility monitoring unit is used to monitor the daily flow of people in the community facilities, and then dynamically adjust the number of equipment in the community facilities according to the daily flow of people; The facility maintenance unit is used to monitor the real-time status of the equipment in the community facilities in real time and take corresponding measures according to the real-time status of the equipment; The process of dynamically adjusting the number of equipment by the facility monitoring unit includes: The facility monitoring unit obtains the image data of all the equipment in the community facilities through the camera, and then establishes a three-dimensional network diagram of the equipment of the corresponding community facilities according to the image data of the equipment and the community facility information subtable. At the same time, all the equipment in the community facilities are numbered, and the usage score of each equipment is obtained, and then the number of corresponding equipment in the community facilities is dynamically adjusted according to the usage score of the equipment; The equipment maintenance process of the facility maintenance unit includes: The facility maintenance unit determines whether the equipment has safety hazards or damage based on the scanning results of the inspection robot. If it is determined that there is a safety hazard, the facility maintenance unit sends the location of the equipment and the scanning results to the relevant maintenance personnel, who will then repair the equipment. If it is determined that the equipment is damaged, the facility maintenance unit retrieves the video data of the corresponding equipment on that day, and then finds the community member who caused the equipment damage, and finds the information of the corresponding community member from the community member sub-table in the community information table, and then the facility maintenance unit sends an equipment damage warning to the corresponding community member, and sends the equipment scanning results to the relevant maintenance personnel; The monitoring process of the equipment by the facility maintenance unit includes: The facility maintenance unit obtains the 3D network diagram of the equipment from the facility monitoring unit, locates the position of each device based on the 3D network diagram of the equipment, and simultaneously captures the video data of the community members interacting with the equipment through the camera; At the same time, the equipment maintenance unit sends the equipment three-dimensional network diagram to the inspection robot management module, and then the inspection robot management module plans the action route of the inspection robot in the community facilities; When the inspection robot moves in the community facilities according to the action route, the facility maintenance unit sends the equipment monitoring task to the inspection robot, and then the inspection robot scans the equipment it passes through during the movement. If the equipment is found to be damaged or has safety hazards, the scanning result is sent to the facility maintenance unit, and the facility maintenance unit takes corresponding measures according to the scanning result; The inspection robot management module is composed of a human-computer interaction unit and a route planning unit; The human-computer interaction unit is used by community members to navigate or query community information through the inspection robot; The route planning unit is used to plan the action route of the inspection robot in the community or community facilities according to the community electronic map and the equipment three-dimensional network map; The planning process of the action route of the inspection robot includes: The inspection robot management module obtains the community electronic map from the community information management module and sends it to the route planning unit. The route planning unit sets the inspection robot transfer stations according to the community intersections in the community electronic map, and connects all the transfer stations end to end to obtain the action route of the inspection robot in the community; When the route planning unit receives the three-dimensional network diagram of the equipment from the facility management module, it maps each device in it to the coordinate axis, and finds the optimal connection method through the connectivity algorithm, and then connects the device mapping points in the coordinate axis end to end. The connected trajectory line is the inspection robot's movement route in the community facilities.

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