CN113723919B - Management system based on cloud platform - Google Patents
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Abstract
The invention relates to the technical field of enterprise cloud platform systems and control intersection of the Internet of things, in particular to a management system based on a cloud platform, which comprises an intelligent computing module, an enterprise cloud platform, a plurality of cloud end sub-management systems running concurrently and edge equipment corresponding to the cloud end sub-management systems; the cloud management system comprises an article interaction system, an intelligent material management system, an intelligent safety production system, an intelligent administrative management system, an intelligent project management system, an intelligent financial system, an intelligent human resource management system, an intelligent intellectual property system and an intelligent access control system; the edge device comprises a hardware device, a control module and a communication module. Through the management system, the problem that control management of the enterprise cloud platform on entity interaction objects fails at the tail end can be effectively solved, the function aggregation capability of the enterprise cloud platform on complex application scenes is improved, the daily work efficiency and office experience of staff are improved, decision risk is reduced, and the scientificity and the foresight of planning are guaranteed.
Description
Technical Field
The invention relates to the technical field of enterprise cloud platform systems and control intersection of Internet of things, in particular to a management system based on a cloud platform.
Background
With the development of technology, the ecology of the cloud platform is gradually iterated and perfected, and the trend of unified office, management, business, production, safety and other platform services of enterprises using cloud computing is becoming more obvious. In the prior art, most enterprise management systems based on cloud platforms only realize unified management of system architecture levels, subsystems responsible for completing functions are only simple parallel relations, increasingly compact joint office relations of various departments of an enterprise cannot be met, and no edge equipment is set at the tail end of a system flow to record personnel operation in real time, so that accurate and effective full life cycle closed-loop control cannot be provided. In the aspect of data interaction, the prior art generally uses a simple communication mode to complete a basic cross-system function, is not beneficial to deep mining of the value and rule of enterprise data, and is not beneficial to realizing a complex intelligent customization function by combining all subsystems.
Disclosure of Invention
In order to solve the technical problems, the management system based on the cloud platform provided by the invention can effectively solve the problem that the control management of the enterprise cloud platform on entity interaction objects is invalid at the tail end, remarkably strengthen the linkage capability of each cloud management system in the enterprise cloud platform, improve the function aggregation capability of the enterprise cloud platform on complex application scenes, effectively improve the daily work efficiency and office experience of staff, effectively reduce decision risk and ensure the scientificity and prospectivity of planning.
The invention is realized by adopting the following technical scheme:
a management system based on a cloud platform is characterized in that: the cloud computing system comprises an intelligent computing module, an enterprise cloud platform, a plurality of cloud management systems which run concurrently and edge equipment corresponding to the cloud management systems; the enterprise cloud platform is used for comprehensively managing data interaction among cloud management systems and is used for realizing comprehensive management of cross-cloud management systems; the intelligent computing module is used for providing intelligent computing services for the enterprise cloud platform and each cloud management system; the cloud management system comprises an article interaction system, a smart material management system, a smart safety production system, a smart administrative management system, a smart project management system, a smart financial system, a smart human resource management system, a smart intellectual property system and a smart access control system; the edge equipment comprises hardware equipment, a control module and a communication module, wherein the control module is used for controlling the hardware equipment according to input and output signals, the communication module is connected with the control module and the cloud end sub-management system, and forwards the input and output signals to the control module and the cloud end sub-management system according to set logic so as to realize communication between the control module and the cloud end sub-management system.
The edge equipment corresponding to the article interaction system is an intelligent interaction terminal; the intelligent interaction terminal comprises an article interaction cabinet body, a touch display screen and a processing unit, wherein the processing unit is respectively in communication connection with the article interaction system and the touch display screen, the touch display screen transmits man-machine interaction data information to the article interaction system through the processing unit, the article interaction system sends control instructions and related data to the processing unit, and the processing unit controls the article interaction cabinet body to respond to actions according to the instructions and visually displays the related data on the touch display screen.
The application method of the article interaction system specifically comprises the following steps:
a 1 initiating an interaction flow on an enterprise cloud platform by an interaction article delivery person, generating a bar code or a two-dimensional code after approval, and printing or sticking the bar code or the two-dimensional code on the surface of the interaction article;
a 2 the article interaction system distributes one or a plurality of intelligent interaction terminals according to the types of the interactive articles and the positions of departments where delivery persons are located, the unassigned intelligent interaction terminals reject the interactive articles, and the delivery persons go to the assigned intelligent interaction terminals to conduct article interaction;
a 3 when the article is interacted, a delivery person requests delivery on the intelligent interaction terminal, the intelligent interaction terminal scans a bar code or a two-dimensional code on the interacted article, analyzes a flow to which the interacted article belongs, judges whether the flow passes the interaction approval, if so, opens a delivery opening on the article interaction cabinet body, and feeds back input information to the article interaction system after waiting for the delivery person to input; if the flow does not pass the approval, the delivery opening is not opened, and a reject reason is displayed on the touch display screen;
a 4 When the interactive article taker requests to take an article, the intelligent interactive terminal scans the identity information of the taker and uploads the identity information to the article interactive system, if the article interactive system judges that the taker has authority to take the article, the article interactive system controls to open an article taking port of the intelligent interactive terminal, after the taker takes the interactive article, the article taking port is closed, and the intelligent interactive terminal feeds the article taking information back to the article interactive system; if the article interaction system judges that the article taking person does not have permission to take the article, the intelligent interaction terminal does not open the article taking port and displays the reject reason on the touch display screen.
The article interaction system further comprises an RFID electronic tag subsystem and an information sharing subsystem, wherein the RFID electronic tag subsystem comprises an electronic tag, a reader and an antenna, the electronic tag is used for being pasted on an interactive article to be interacted to identify a target object before the interactive article is put into a delivery port, the reader is used for receiving an electronic tag signal so as to lock the target object, and the antenna is used for transmitting a radio frequency signal between the tag and the reader; when an interactive article pasted with an electronic tag is put into the article interactive cabinet body, the electronic tag enters an antenna working area to send self-coding information to an antenna, the antenna receives a carrier signal of the electronic tag and transmits the carrier signal to a reader, the reader demodulates and decodes the received signal and then sends the signal to the article interactive system, the article interactive system judges the legitimacy of the electronic tag, and if the legitimacy is legal, the electronic tag and a process to which the interactive article belongs are bound on the enterprise cloud platform; when the antenna monitors that the electronic tag is far away from the intelligent interaction terminal by a distance exceeding a program setting, the interactive article is considered to be taken away, the article interaction system unbinding the electronic tag and a corresponding process, and marking the process as a taken article; in the process, the information sharing subsystem pushes the stored or taken-out information to the delivery person and the pickup person in time.
When the interactive object is a reimbursement bill, the cloud management system further comprises an intelligent travel system, wherein the intelligent travel system comprises a travel declaration subsystem and a financial reimbursement subsystem, and before the interactive flow is approved, a delivery person selects a travel item in the travel declaration subsystem and fills out a travel application; the enterprise cloud platform intelligently recommends travel scheme information according to the filled business trip information, if a delivery person agrees to the travel scheme of the enterprise cloud platform, the enterprise cloud platform automatically purchases traffic tickets of vehicles in the travel scheme in a networking mode and binds worker identity information, and if the delivery person does not agree to the travel scheme, staff automatically selects the travel scheme and purchases the traffic tickets; after the business trip is finished, the delivery person initiates an interaction flow in the financial account reporting subsystem.
The intelligent material management system is matched with the intelligent access control system and is used for realizing material management, and the edge equipment corresponding to the intelligent material management system is intelligent warehouse; the material management method specifically comprises the following steps:
b 1 before the suppliers send goods into the park, filling a goods delivery application in an intelligent access control system, wherein the intelligent access control system carries out initial examination on the goods delivery application, in the initial examination process, an intelligent calculation module judges the security score of the goods delivery through epidemic situation prevention and control big data of a delivery place and a delivery path and personal health codes uploaded by participated delivery persons, if the security score meets a minimum threshold value, the intelligent access control system judges that the initial examination passes, otherwise, the intelligent access control system judges that the initial examination does not pass, and the intelligent access control system prompts that the goods delivery scheme needs to be changed;
b 2 After the primary audit is passed and the corresponding review responsible person passes, the delivery person starts delivering goods, and when the delivery person arrives at the garden area, the face recognition and the identification card scanning are carried out at the intelligent access control system, the body temperature detection and the health code verification are carried out at the same time, if the identity is not matched with the delivery person, the delivery person refuses to enter, and submits a modified delivery person application at the intelligent access control system, and the primary audit is carried out again; if the body temperature is abnormal or the delivery safety score updated in real time is lower than the minimum threshold, the entrance guard is not opened, and an alarm is sent to a corresponding responsible person; if the authentication is passed, opening a park entrance guard, and enabling the materials to enter the park;
b 3 when the intelligent warehouse is in warehouse, the camera of the intelligent warehouse shoots photos and videos of warehouse materials, the intelligent calculation module preliminarily judges brands and quantity of warehouse goods through an image recognition technology, meanwhile, the machine learning model and intelligent warehouse historical data are compared, the quality and brand-new degree of the warehouse materials are judged, the materials are in warehouse after the judging result is qualified, and the newly input material data are supplemented to the machine learning model to optimize the model;
b 3 each material has a unique number and a two-dimensional code, the intelligent material management system scans the two-dimensional code and then identifies the material to be put in storage, judges the importance of the put material, and if the importance of the material is high, the intelligent storage is externally pasted with an electronic tag to monitor the put-in and put-out dynamics of the material in real time;
b 4 Intelligent computing moduleClassifying materials by data mining, intensively storing the materials with similar storage environments in a region, and regulating the region environment to be the optimal storage environment by the intelligent warehouse through a temperature and humidity regulating device;
b 5 the enterprise cloud platform transmits the real-time monitoring data of the intelligent warehouse to the intelligent computing module, the intelligent computing module analyzes the storage environment and the material health degree by using machine learning, and if the storage environment or the material health degree is abnormal, the intelligent material management system can push alarm information;
b 6 after a warehouse-out application of a certain material is provided in the intelligent material management system, the intelligent warehouse scans the two-dimensional code of the material and transports the material out of the warehouse.
The intelligent safety production system is used for production management and is respectively connected with the intelligent material management system and the intelligent human resource management system through the enterprise cloud platform; the edge equipment corresponding to the intelligent safety production system is a network camera and a sensor, and the network camera and the sensor are deployed in a production site; the intelligent human resource management system is used for recording life safety information of staff, including blood type, gender and age; the intelligent safety production system is connected with the network camera and is combined with the intelligent material management system to acquire video monitoring in the intelligent warehouse and collect data of staff wearing, staff behaviors and equipment states; the intelligent computing module judges whether the wearing of staff is safe and compliant through image recognition, and real-time alarm is carried out when the wearing of staff is not compliant; judging the employee behaviors through image recognition, analyzing and mining the employee behavior data by using machine learning, judging the safety degree of the employee behaviors in real time, and alarming immediately when the safety degree is lower than a threshold value; using image recognition and collecting sensor measuring point data to judge the current equipment state and the safety degree of the production environment, and immediately alarming when the safety degree is lower than a threshold value; when the intelligent computing module analyzes that the staff has abnormal response through the intelligent safety production system, the intelligent computing module directly notifies the enterprise security personnel to dial 120 first aid and invokes life security information of the staff in the intelligent human resource management system.
The intelligent administrative management system is used for automatically generating a backlog list according to employee application flows and business records, and the intelligent calculation module intelligently sorts backlogs according to employee identities, associated flow progress, parallel flow progress, flow criticality and flow urgency; the intelligent administrative management system is characterized in that the intelligent administrative management system is provided with an intelligent file transfer robot, after the intelligent interactive terminal inputs interactive objects, the object interactive system sends the information to the intelligent administrative management system through the enterprise cloud platform, and the intelligent administrative management system arranges the intelligent file transfer robot to collect the interactive objects in a centralized manner to the intelligent interactive terminal and send the interactive objects to the corresponding object pick-up person.
The intelligent project management system is used for automatically generating a project progress Gantt chart and automatically updating project progress and flow execution conditions in real time; the intelligent computing module records full life cycle data of each project execution, scores the projects after setting different weights for finishing efficiency, project cost, product quality and public praise reaction, establishes a machine learning model based on the data, establishes a high-score project database and a low-score project database respectively, changes to the low-score project data model if a certain node starts to deviate from the high-score project data model when a new project is executed, and immediately pushes an alarm to a project manager, and pushes the deviation to a straight pipe leader after the deviation exceeds a threshold.
The intelligent financial system is used for automatically managing reimbursement budgets, automatically checking reimbursement budgets of reimbursement flows for determining reimbursement amount in the flows, and releasing redundant reimbursement budgets; the common audit mode is preset, an audit report is automatically generated according to time or special items after a certain audit mode is selected, and preliminary data statistics are provided for enterprise financial management; the intelligent computing module combines an intelligent financial system, an intelligent material management system, an intelligent human resource management system, an article interaction system, an intelligent project management system and an intelligent intellectual property system, uses a classification algorithm to divide data of each type of each cloud management system related to financial risk into four types of financial risk indexes including extremely high risk, medium risk and low risk, uses machine learning to establish a data model of four-level risk indexes for each type of data, and simultaneously uses artificial mark risk indexes to strengthen the fitting degree of the machine learning model again; if the process is marked with a high risk or extremely high risk financial risk index, the intelligent financial system pushes an alarm to the relevant responsible person, and the process is temporarily frozen.
Compared with the prior art, the invention has the beneficial effects that:
1. According to the cloud platform-based management system, full life cycle closed-loop control of data and file object interaction is achieved, terminal control of an enterprise cloud platform on a process related to entity interaction objects is completed, data sources of the enterprise cloud platform are enriched, data interaction is achieved with other cloud management systems under the cloud platform, daily work efficiency and office experience of staff are improved through intelligent sharing service, and intelligent development of enterprises is promoted.
2. According to the intelligent cloud management system, the data analysis capability of an enterprise cloud platform is improved by using an artificial intelligent machine learning technology, the intelligent customization function of each cloud management system is realized through an intelligent calculation module, the intelligent cloud management system is deeply integrated with the enterprise cloud platform, the function aggregation capability of a plurality of cloud management systems for jointly coping with complex application scenes is improved, and the execution efficiency of business trip application, bill reimbursement, administrative management, project management and manpower resource management is obviously improved; the intelligent material warehouse-in and warehouse-out, material warehouse-in and material management are realized, the material circulation efficiency is further improved, the material preservation conditions are effectively ensured, the material extrusion storage risk is effectively reduced, and the material damage caused by sudden change of the storage environment is effectively prevented; intelligent access control and personnel body temperature detection are realized, and the park safety of enterprises is effectively improved. Furthermore, in the aspects of intellectual property, financial management, project management and the like, intelligent assistance of decision analysis is realized, scientificity and foresight of enterprise decision planning are improved, and decision risk is effectively reduced.
Detailed Description
Example 1
As a basic implementation mode of the invention, the cloud platform-based management system comprises an intelligent computing module, an enterprise cloud platform, a plurality of cloud management systems running concurrently and edge equipment corresponding to the cloud management systems. The edge equipment is used for realizing specific functions of the cloud management system and comprises hardware equipment, a control module and a communication module. The hardware equipment is deployed in an actual application scene related to the cloud management system, and provides hardware support for the scene service. The control module controls the hardware device according to the input and output signals. The communication module is connected with the control module and the cloud management system, and forwards input and output signals to the control module and the cloud management system according to set logic, so that communication between the control module and the cloud management system is realized.
The enterprise cloud platform is a one-stop enterprise comprehensive intelligent management platform and comprises a plurality of cloud management systems respectively corresponding to specific enterprise requirements, and the cloud management systems are subjected to unified container management, so that the coupling degree is reduced. Meanwhile, data interaction among cloud management systems is comprehensively managed, and the cloud management system is used for realizing comprehensive management of cross-cloud management systems. The cloud management system is a special system covering enterprise management requirements, and different cloud management systems can be customized according to different management requirements of enterprises. Cloud management systems are uniformly managed by an enterprise cloud platform, and different management systems run concurrently and are not interfered with each other. The cloud management system can specifically comprise an article interaction system, a smart material management system, a smart safety production system, a smart administrative management system, a smart project management system, a smart financial system, a smart human resource management system, a smart intellectual property system and a smart access control system. The intelligent computing module is a special cloud management system and is used for providing intelligent computing services for the enterprise cloud platform and other cloud management systems.
Example 2
As a preferred embodiment of the invention, the cloud platform-based management system comprises an intelligent computing module, an enterprise cloud platform, a plurality of cloud end sub-management systems running concurrently and edge devices corresponding to the cloud end sub-management systems. The cloud management system can comprise an article interaction system, and edge equipment corresponding to the article interaction system is an intelligent interaction terminal. Each intelligent interaction terminal is provided with a unique ID for enabling the article interaction system to be identified. The article interaction system can add or delete intelligent interaction terminals, input conditions to inquire the operations such as storing article statistics report by specific or all intelligent interaction terminals, changing the interaction article category grouping of specific intelligent interaction terminals, and the like.
The intelligent interaction terminal comprises an article interaction cabinet body, a touch display screen and a processing unit. The article interaction cabinet body is used for storing the interaction articles, receiving the instruction of the processing unit, opening the delivery opening or the pickup opening according to the instruction, and matching with staff to store the document articles or take out the document articles so as to realize article interaction. The delivery opening of the article interaction cabinet body adopts a modularized design, and the size of the delivery opening can be adjusted according to the size of the articles put into the file in the use scene, so that the interaction requirement of different interaction articles in each application scene of an enterprise is met.
The touch display screen is a control display screen arranged on the article interaction cabinet body and is used for being in communication connection with the processing unit, so that man-machine interaction and visual display are realized, and the touch display screen comprises but is not limited to entering a part storage or part taking process, displaying the number of stored files, realizing interaction process management and using intelligent sharing service. The processing unit is a computing host of the touch display screen, is a core processor for controlling the action of the article interaction cabinet body, and is also a communication hub for connecting the intelligent interaction terminal and the enterprise cloud platform. The touch display screen transmits man-machine interaction data information to the article interaction system through the processing unit, the article interaction system sends control instructions and related data to the processing unit, the processing unit controls the article interaction cabinet body to respond according to the instructions, and the related data are visually displayed on the touch display screen.
The article interaction system is a background management system of the intelligent interaction terminal and is one of cloud management systems of the enterprise cloud platform. The cloud management system and the enterprise cloud platform adopt a B/S architecture, support to log in by using a PC end and a mobile end, and mutually authenticate by using a single sign-on technology. Different employee accounts have different rights and can log in the allowed cloud management system in the rights. Each employee account can log in the enterprise cloud platform, the cloud management system allowed by the access permission can be jumped after logging in, and if the employee logs in the cloud management system allowed by the permission, the enterprise cloud platform can also be jumped to access, and the first-number universality of the whole platform is realized through unified identity authentication of the whole system.
The enterprise cloud platform uses a three-level authority management method, wherein the first level is an administrator of the whole enterprise cloud platform, has the authority of all operation of the enterprise cloud platform, manages the account number of the lower authority, and can newly add, delete or change the account number of the lower authority. The second level is a cloud management system administrator, and the cloud management system is assigned by the administrator of the enterprise cloud platform and is responsible for managing and distributing the cloud management system. And the third level is the rest staff, and only the functions in the enterprise cloud platform allowed by the permission can be used. The enterprise cloud platform administrator is a unique account number of the whole platform and cannot be given other roles.
The application method of the article interaction system specifically comprises the following steps:
a 1 and the interactive article delivery person initiates an interactive flow on the enterprise cloud platform, generates a bar code or a two-dimensional code after approval passes, and prints or pastes the bar code or the two-dimensional code on the surface of the interactive article.
a 2 The article interaction system distributes one or a plurality of intelligent interaction terminals according to the types of the interactive articles and the positions of departments where delivery persons are located, the unassigned intelligent interaction terminals reject the interactive articles, and the delivery persons go to the assigned intelligent interaction terminals to conduct article interaction.
a 3 When the items are interacted, the delivery person requests delivery on the intelligent interaction terminal, and the delivery button on the touch display screen can be clicked for the delivery person. The intelligent interaction terminal scans the bar code or the two-dimensional code on the interactive article, analyzes the flow of the interactive article, judges whether the flow passes the interactive approval, if so, opens the delivery opening on the article interaction cabinet body, waits for the delivery person to input, and feeds the input information back to the article interaction system. The delivery person can scan a plurality of interactive items and then put them in sequence. If the flow does not pass the approval, the delivery opening is not opened, and the reject reason is displayed on the touch display screen.
a 4 The interactive article taker requests for taking the article, and canSo as to click a pickup button on the intelligent interaction terminal for a pickup person. The intelligent interaction terminal scans the identity information of the sender and uploads the identity information to the article interaction system, namely, the personal two-dimensional code generated by the enterprise cloud platform is scanned, or the employee identity card is swiped or the personal fingerprint is scanned. If the article interaction system judges that the article taking person has authority to take the article, the article taking opening of the intelligent interaction terminal is controlled to be opened, after the article taking person takes the interactive article, the article taking opening is closed, and the intelligent interaction terminal feeds the article taking information back to the article interaction system; if the article interaction system judges that the article taking person does not have permission to take the article, the intelligent interaction terminal does not open the article taking port and displays the reject reason on the touch display screen.
In the process, the intelligent interaction terminal counts the currently stored interaction objects of the intelligent interaction terminal and generates a report, and staff can click a query button on the touch display screen to check. Meanwhile, after the object interaction system administrator designated by the enterprise cloud platform administrator logs in the object interaction system, the running states of all intelligent interaction terminals, the statistical report of all interaction objects, the input flow identification code search interaction records and the like can be checked. Each interaction record will display a real-time status that is divided into stored and fetched pieces. Clicking the stored information such as the time of the stored information, the stored information of the staff, the stored information of the intelligent interaction terminal ID and the place, clicking the obtained information such as the time of the obtained information, the obtained information of the staff, the flow direction of the articles, and the like. Meanwhile, the cloud management system can set conditions for screening and inquiring, such as whether the conditions are stored, whether the conditions are fetched, whether the conditions are stored in the intelligent interaction terminal ID, the interaction time period and the like, and the screening conditions can be overlapped for combined inquiring.
The article interaction system further comprises an RFID electronic tag subsystem and an information sharing subsystem, wherein the RFID electronic tag subsystem comprises an electronic tag, a reader and an antenna, the electronic tag is used for being pasted on an interactive article to be interacted to identify a target object before the interactive article is put into a delivery port, the reader is used for receiving an electronic tag signal so as to lock the target object, and the antenna is used for transmitting a radio frequency signal between the tag and the reader; when an interactive article pasted with an electronic tag is put into the article interactive cabinet body, the electronic tag enters an antenna working area to send self-coding information to an antenna, the antenna receives a carrier signal of the electronic tag and transmits the carrier signal to a reader, the reader demodulates and decodes the received signal and then sends the signal to the article interactive system, the article interactive system judges the legitimacy of the electronic tag, and if the legitimacy is legal, the electronic tag and a process to which the interactive article belongs are bound on the enterprise cloud platform; when the antenna monitors that the electronic tag is far away from the intelligent interaction terminal by a distance exceeding a program setting, the interactive article is considered to be taken away, the article interaction system unbinding the electronic tag and a corresponding process, and marking the process as a taken article; in the process, the information sharing subsystem pushes the stored or taken information to the delivery person and the delivery person in time, including but not limited to office system information pushing, mobile phone short message notification, micro-signal pushing, mobile phone short message pushing, enterprise mobile office OA pushing and the like.
When the interactive article is a reimbursement bill, the cloud management system further comprises an intelligent travel system, and the intelligent travel system comprises a travel declaration subsystem, a financial reimbursement subsystem and an information sharing system.
Before the interactive flow approval, a delivery person selects a business item in a business travel declaration subsystem and fills out a business application, after the business cloud platform passes through the application, the business cloud platform intelligently recommends travel mode and route, vehicle selection, carrying of travel scheme information such as materials and the like according to staff filling information, if the delivery person agrees to the scheme of the business cloud platform, the business cloud platform can determine by one key, and the business cloud platform automatically networking to purchase traffic tickets of vehicles in the scheme and bind worker identity information. If not, the staff selects the trip scheme and purchases the traffic ticket. Meanwhile, the staff can submit the reasons for disagreement, and the intelligent computing module updates the optimized machine learning model after receiving the reasons.
And after the staff business trip is finished, submitting a reimbursement application at the financial reimbursement subsystem, and intelligently distributing the intelligent interaction terminal by the enterprise cloud platform to accept the reimbursement flow. The staff goes to the sharing printer of the wisdom interaction terminal of distribution and prints the reimbursement bill, and reimbursement bill front cover prints the bar code of binding this reimbursement flow. The staff attaches the bill file that reimburses on reimbursement list, if the bill file needs to seal, still needs to propose the application of sealing on the enterprise cloud platform to upload the electronic image that needs the file of sealing, after the application of sealing passed, wisdom interactive terminal carries out the check and the application of sealing of bill file. If the stamping is not needed, the stamping application step can be omitted, the bar code of the reimbursement bill cover is scanned on the intelligent interaction terminal, after the scanning is passed, the intelligent interaction terminal encapsulates the reimbursement bill and reimbursement bill file, an electronic tag is adhered on the encapsulation package and is bound with the reimbursement flow, and after the completion, a delivery opening is opened to store the encapsulation package of the reimbursement bill.
Real-time information of reimbursement sheet interaction gives out poor staff and distributed intelligent interaction terminal responsible persons through enterprise mobile office OA pushing, the pushing information is attached with links of a cloud management system, and after the staff clicks the links, the staff can check personal identity two-dimensional codes, and check the current interaction reimbursement sheet progress and personal history reimbursement sheet interaction progress. After the responsible person of the intelligent interaction terminal clicks the link, the information can be checked, the state of the managed intelligent interaction terminal can be checked, and the number of reimbursement sheets can be stored. An employee can administer a plurality of intelligent interaction terminals, and if the stored quantity of the administered terminals exceeds a set threshold, the responsible person of the terminal receives the quantity alarm and the ID and the deployment position of the alarm terminal.
When a person in charge of the terminal takes a piece, the person in charge logs in the cloud management system through the mobile phone, the personal identity two-dimensional code is called out, and the intelligent interaction terminal scans. The intelligent interaction terminal checks the scanning result, then opens a pickup port, the electronic tag system detects the movement condition of the reimbursement bill package in real time, the cloud management system judges that the reimbursement bill is moved after the terminal is far away from a set distance, updates the real-time state of the reimbursement bill interaction flow in the background, and pushes reimbursement bill interaction information to reimbursement bill delivery staff through enterprise mobile office OA.
The reimbursement bill interaction information comprises time, place, operator and single number information of reimbursement bill access, the cloud management system updates the reimbursement bill interaction information and pushes the reimbursement bill interaction information to the enterprise cloud platform, and the enterprise cloud platform pushes the interaction information to reimbursement bill delivery staff through enterprise mobile office OA.
Example 3
As another preferred embodiment of the invention, the cloud platform-based management system comprises an intelligent computing module, an enterprise cloud platform, a plurality of cloud end sub-management systems running concurrently and edge devices corresponding to the cloud end sub-management systems. The cloud end management system comprises an intelligent material management system and an intelligent access control system. The intelligent material management system is matched with the intelligent access control system and used for realizing material management, and the edge equipment corresponding to the intelligent material management system is intelligent storage.
The material management method specifically comprises the following steps:
b 1 the intelligent access control system provides visitor reservation service, wherein the visitor comprises clients, suppliers and other extraneous personnel. The intelligent material management system is responsible for managing materials required by enterprise production, before the suppliers send goods into a park, the intelligent access control system fills out a delivery application, the intelligent access control system carries out initial review on the delivery application, in the initial review process, the intelligent computing module judges the safety score of the delivery through the epidemic situation prevention and control big data of the delivery area and the delivery path and the personal health code uploaded by the person participating in the delivery, if the safety score meets the minimum threshold, the intelligent access control system judges that the initial review passes, otherwise, the intelligent access control system judges that the initial review does not pass, and then the intelligent access control system prompts that the delivery scheme needs to be changed.
b 2 After the primary audit is passed and the corresponding review responsible person passes, the delivery person starts delivering goods, and when the delivery person arrives at the garden area, the face recognition and the identification card scanning are carried out at the intelligent access control system, the body temperature detection and the health code verification are carried out at the same time, if the identity is not matched with the delivery person, the delivery person refuses to enter, and submits a modified delivery person application at the intelligent access control system, and the primary audit is carried out again; if the body temperature is abnormal or the delivery safety score updated in real time is lower than the minimum threshold, the entrance guard is not opened, and an alarm is sent to a corresponding responsible person; if the authentication passes, the park entrance guard is opened, and the material enters the park.
b 3 During warehouse-in, the camera of intelligent warehouse shoots intoAnd (3) primarily judging brands and quantity of warehoused commodities by the intelligent computing module through an image recognition technology, simultaneously comparing machine learning models with intelligent warehouse historical data, judging quality and brand-new degree of the warehoused materials, warehousing the materials after the judging result is qualified, supplementing newly input material data to the machine learning models, and optimizing the models.
b 3 Each material has a unique number and a two-dimensional code, the intelligent material management system scans the two-dimensional code and then identifies the material to be put in storage, the importance of the put material is judged, if the importance of the material is high, the intelligent storage is externally attached with an electronic tag, and the storage and the delivery dynamics of the material are monitored in real time.
b 4 The intelligent computing module classifies materials through data mining, the materials can be specifically classified according to importance, materials with similar storage environments can be stored in a region in a concentrated mode, and the intelligent storage device adjusts the region environment into the optimal storage environment through the temperature and humidity adjusting device. In addition, the intelligent warehouse is independently provided with special areas such as dust-free, static-free and the like, and is used for intensively storing and taking materials with special storage requirements.
b 5 The enterprise cloud platform transmits the real-time monitoring data of the intelligent warehouse to the intelligent computing module, the intelligent computing module analyzes the storage environment and the material health degree by using machine learning, and if the storage environment or the material health degree is abnormal, the intelligent material management system can push alarm information to relevant responsible persons.
b 6 After a warehouse-out application of a certain material is provided in the intelligent material management system, the intelligent warehouse scans the two-dimensional code of the material and transports the material out of the warehouse.
Example 4
As another preferred embodiment of the invention, the cloud platform-based management system comprises an intelligent computing module, an enterprise cloud platform, a plurality of cloud end sub-management systems running concurrently and edges corresponding to the cloud end sub-management systems. The cloud management system comprises an intelligent material management system, an intelligent safety production system and an intelligent human resource management system. The enterprise cloud platform is used for comprehensively managing data interaction among cloud management systems and is used for realizing comprehensive management of cross-cloud management systems. The intelligent safety production system is used for production management and is respectively connected with the intelligent material management system and the intelligent human resource management system through the enterprise cloud platform. The edge equipment corresponding to the intelligent safety production system is a network camera and each sensor, the network camera and each sensor are deployed on a production site, the intelligent material management system is connected with the network camera arranged on the production site, and the area outside the production site is monitored by the network camera, but the intelligent material management system is not connected with the intelligent material management system.
The intelligent human resource management system is used for recording life safety information of staff, including blood type, gender and age. The intelligent safety production system is connected with the network camera and is combined with the intelligent material management system to acquire video monitoring in the intelligent warehouse and collect data of staff wearing, staff behaviors and equipment states. The intelligent computing module judges whether the wearing of staff is safe and compliant through image recognition, and real-time alarm is carried out when the wearing of staff is not compliant; judging the employee behaviors through image recognition, analyzing and mining the employee behavior data by using machine learning, judging the safety degree of the employee behaviors in real time, and alarming immediately when the safety degree is lower than a threshold value; and (3) using the image recognition and collecting sensor measurement point data to judge the current equipment state and the production environment safety degree, and immediately alarming when the safety degree is lower than a threshold value. When the intelligent computing module analyzes that the staff has abnormal response through the intelligent safety production system, the enterprise safety officer is directly informed to dial 120 first aid, and the life safety information of the staff in the intelligent human resource management system is called, so that the communication efficiency of the safety officer and the first aid center is improved.
Example 6
As another preferred embodiment of the present invention, the present invention includes a cloud platform-based management system, including an intelligent computing module, an enterprise cloud platform, a plurality of cloud end sub-management systems running concurrently, and an edge device corresponding to the cloud end sub-management systems. The cloud management system comprises an article interaction system, a smart administrative management system, a smart project management system, a smart financial system and a smart intellectual property system. The enterprise cloud platform is used for comprehensively managing data interaction among cloud management systems and is used for realizing comprehensive management of cross-cloud management systems.
The intelligent administrative management system has all functions of a traditional enterprise office automation system, in addition, a backlog list can be automatically generated according to employee application flows and business records, and the intelligent computing module intelligently sorts to-be-transacted items according to information such as employee identities, associated flow progress, parallel flow progress, flow criticality, flow urgency and the like, so that the efficiency of acquiring key information by employees is improved. Meanwhile, the completion time of the backlog is recorded, and a monthly, quarterly and annual workload statistical report and related description thereof are automatically generated.
The edge device of the intelligent administrative system is an intelligent document transfer robot which receives document items from document item deliverers and delivers the document items to document item recipients when executing a process involving document item interactions. If the document article delivery person and the document article receiving person are not in the same park, the intelligent document transfer robot defaults to send the document article to a park logistics center, and a person in charge of the logistics center schedules the distribution of the document article. The file article delivery person can also designate an intermediate delivery person with authority, and the intelligent file transfer robot can send the file article to the intermediate delivery person, and the intermediate delivery person takes charge of going out to the file article receiver for delivery.
Aiming at the file type with huge interaction quantity, such as reimbursement bill, the intelligent interaction terminal is required to be used for centralized interaction, and the intelligent administrative management system is combined with the article interaction system, so that the personnel can input reimbursement bill files at the intelligent interaction terminal. In this process, it is necessary to use an intelligent document transfer robot that goes to an intelligent interactive terminal to collect reimbursement documents centrally and to deliver them to the hands of financial staff responsible for such reimbursement. If the intelligent file transfer robot is used for collecting and transporting files in the intelligent interactive terminal, special authorization assignment is needed, and the intelligent file transfer robot can not be used with a common intelligent file transfer robot.
The intelligent project management system has all functions of a traditional enterprise project management system, can automatically generate project progress Gantt charts, and automatically updates corresponding project progress and flow execution conditions in real time. The intelligent computing module records full life cycle data of each project execution, scores the projects after different weights are set for composite indexes such as finishing efficiency, project cost, product quality, public praise and the like, builds a machine learning model based on the data, builds a high-level project database and a low-level project database respectively, changes to the low-level project data model if a certain node starts to deviate from the high-level project data model when a new project is executed, and the intelligent project management system immediately pushes an alarm to a project manager, gives a rectification proposal and pushes the deviation degree to a straight pipe leader after the deviation degree exceeds a threshold value.
Aiming at scientific research projects, the intelligent intellectual property system combines with an intelligent project management system to realize all the functions. The intelligent intellectual property system can realize the on-line job invention to create intellectual property declaration, scientific research project progress delay application, scientific research project feasibility analysis report and implementation plan, scientific research project task book, scientific research project change approval and list scientific research project acceptance report.
The intelligent computing module is combined with the intelligent intellectual property system and the intelligent financial system to collect scientific research data of the whole enterprise, the year, the quarter and the month, analyze strategic data such as the technical research and development direction of the enterprise, the execution quality of scientific research projects of the enterprise, the scientific research fund distribution of the enterprise, the hatching condition of scientific research achievements of the enterprise and the like, and provide finer and more pertinent, more scientific system and more prosperous decision assistance for the research and development decisions of the enterprise. Meanwhile, the intelligent calculation module can carry out systematic analysis and comparison on the intelligent intellectual property system and the intelligent project management system, and the feasibility of newly-declared scientific research projects is scored through machine learning, so that the feasibility analysis is carried out by auxiliary scientific research personnel.
The intelligent financial system has the whole functions of the traditional enterprise financial system, can automatically manage reimbursement budgets, automatically checks reimbursement budgets of reimbursement processes for determining reimbursement amount in the processes, releases redundant reimbursement budgets, and prevents the phenomenon that business travel processes cannot be applied because of reimbursement budgets deadlock. In addition, a common audit mode is preset, and an audit report is automatically generated according to time or special items after a certain audit mode is selected, so that a reference is provided for actual audit work. Further, by combining an intelligent material management system, an intelligent human resource management system, an intelligent travel system and an intelligent project management system, data statistics such as cross-system special audit and inventory making can be realized, and preliminary data statistics can be provided for enterprise financial management.
The intelligent computing module combines an intelligent financial system, an intelligent material management system, an intelligent human resource management system, an intelligent travel system, an intelligent project management system and an intelligent intellectual property system, uses a classification algorithm to divide the data of each type of financial risk related to each cloud management system into four types of financial risk indexes of extremely high risk, medium risk and low risk, uses machine learning to establish a data model of four risk indexes for each type of data, and simultaneously uses artificial mark risk indexes to strengthen the fitting degree of the machine learning model again. If the process is marked with a high risk or extremely high risk financial risk index, the intelligent financial system pushes an alarm to the relevant responsible person, and the process is temporarily frozen.
In view of the foregoing, it will be appreciated by those skilled in the art that, after reading the present specification, various other modifications can be made in accordance with the technical scheme and concepts of the present invention without the need for creative mental efforts, and the modifications are within the scope of the present invention.
Claims (9)
1. A management system based on a cloud platform is characterized in that: the cloud computing system comprises an intelligent computing module, an enterprise cloud platform, a plurality of cloud management systems which run concurrently and edge equipment corresponding to the cloud management systems; the enterprise cloud platform is used for comprehensively managing data interaction among cloud management systems and is used for realizing comprehensive management of cross-cloud management systems; the intelligent computing module is used for providing intelligent computing services for the enterprise cloud platform and each cloud management system; the cloud management system comprises an article interaction system, a smart material management system, a smart safety production system, a smart administrative management system, a smart project management system, a smart financial system, a smart human resource management system, a smart intellectual property system and a smart access control system; the edge equipment comprises hardware equipment, a control module and a communication module, wherein the control module is used for controlling the hardware equipment according to input and output signals, the communication module is connected with the control module and the cloud end sub-management system, and the input and output signals are forwarded to the control module and the cloud end sub-management system according to set logic so as to realize communication between the control module and the cloud end sub-management system;
The article interaction system further comprises an RFID electronic tag subsystem, wherein the RFID electronic tag subsystem comprises an electronic tag, a reader and an antenna and is used for judging whether an interactive article is taken away or not according to the electronic tag;
the intelligent material management system is matched with the intelligent access control system and is used for realizing material management, and the edge equipment corresponding to the intelligent material management system is intelligent warehouse; the material management method specifically comprises the following steps:
b 1 before the suppliers send goods into the park, filling a goods delivery application in an intelligent access control system, wherein the intelligent access control system carries out initial examination on the goods delivery application, in the initial examination process, an intelligent calculation module judges the security score of the goods delivery through epidemic situation prevention and control big data of a delivery place and a delivery path and personal health codes uploaded by participated delivery persons, if the security score meets a minimum threshold value, the intelligent access control system judges that the initial examination passes, otherwise, the intelligent access control system judges that the initial examination does not pass, and the intelligent access control system prompts that the goods delivery scheme needs to be changed;
b 2 after the primary audit is passed and the corresponding review responsible person passes, the delivery person starts delivering goods, and when the delivery person arrives at the garden area, the face recognition and the identification card scanning are carried out at the intelligent access control system, the body temperature detection and the health code verification are carried out at the same time, if the identity is not matched with the delivery person, the delivery person refuses to enter, and submits a modified delivery person application at the intelligent access control system, and the primary audit is carried out again; if the body temperature is abnormal or the delivery safety score updated in real time is lower than the minimum threshold, the entrance guard is not opened, and an alarm is sent to a corresponding responsible person; if the authentication is passed, opening a park entrance guard, and enabling the materials to enter the park;
b 3 When the intelligent warehouse is in warehouse, the camera of the intelligent warehouse shoots photos and videos of warehouse materials, the intelligent calculation module preliminarily judges brands and quantity of warehouse goods through an image recognition technology, meanwhile, the machine learning model and intelligent warehouse historical data are compared, the quality and brand-new degree of the warehouse materials are judged, the materials are in warehouse after the judging result is qualified, and the newly input material data are supplemented to the machine learning model to optimize the model;
b 3 each material has a unique number and a two-dimensional code, the intelligent material management system scans the two-dimensional code and then identifies the material to be put in storage, judges the importance of the put material, and if the importance of the material is high, the intelligent storage is externally pasted with an electronic tag to monitor the put-in and put-out dynamics of the material in real time;
b 4 the intelligent computing module classifies materials through data mining, stores the materials with similar storage environments in a region in a concentrated mode, and the intelligent warehouse adjusts the regional environments to be optimal through the temperature and humidity adjusting device;
b 5 the enterprise cloud platform transmits the real-time monitoring data of the intelligent warehouse to the intelligent computing module, the intelligent computing module analyzes the storage environment and the material health degree by using machine learning, and if the storage environment or the material health degree is abnormal, the intelligent material management system can push alarm information;
b 6 After a warehouse-out application of a certain material is provided in the intelligent material management system, the intelligent warehouse scans the two-dimensional code of the material and transports the material out of the warehouse.
2. The cloud platform based management system of claim 1, wherein: the edge equipment corresponding to the article interaction system is an intelligent interaction terminal; the intelligent interaction terminal comprises an article interaction cabinet body, a touch display screen and a processing unit, wherein the processing unit is respectively in communication connection with the article interaction system and the touch display screen, the touch display screen transmits man-machine interaction data information to the article interaction system through the processing unit, the article interaction system sends control instructions and related data to the processing unit, and the processing unit controls the article interaction cabinet body to respond to actions according to the instructions and visually displays the related data on the touch display screen.
3. The cloud platform based management system of claim 2, wherein: the application method of the article interaction system specifically comprises the following steps:
a 1 initiating an interaction flow on an enterprise cloud platform by an interaction article delivery person, generating a bar code or a two-dimensional code after approval, and printing or sticking the bar code or the two-dimensional code on the surface of the interaction article;
a 2 The article interaction system distributes one or a plurality of intelligent interaction terminals according to the types of the interactive articles and the positions of departments where delivery persons are located, the unassigned intelligent interaction terminals reject the interactive articles, and the delivery persons go to the assigned intelligent interaction terminals to conduct article interaction;
a 3 when the article is interacted, a delivery person requests delivery on the intelligent interaction terminal, the intelligent interaction terminal scans a bar code or a two-dimensional code on the interacted article, analyzes a flow to which the interacted article belongs, judges whether the flow passes the interaction approval, if so, opens a delivery opening on the article interaction cabinet body, and feeds back input information to the article interaction system after waiting for the delivery person to input; if the flow does not pass the approval, the delivery opening is not opened, and a reject reason is displayed on the touch display screen;
a 4 when the interactive article taker requests to take an article, the intelligent interactive terminal scans the identity information of the taker and uploads the identity information to the article interactive system, if the article interactive system judges that the taker has authority to take the article, the article interactive system controls to open an article taking port of the intelligent interactive terminal, after the taker takes the interactive article, the article taking port is closed, and the intelligent interactive terminal feeds the article taking information back to the article interactive system; if the article interaction system judges that the article taking person does not have permission to take the article, the intelligent interaction terminal does not open the article taking port and displays the reject reason on the touch display screen.
4. A cloud platform based management system as claimed in claim 3, wherein: the article interaction system further comprises an information sharing subsystem, wherein the electronic tag is used for being stuck on the interactive article to be interacted to identify a target object before the interactive article is put into the delivery opening, the reader is used for receiving an electronic tag signal so as to lock the target object, and the antenna is used for transmitting a radio frequency signal between the tag and the reader; when an interactive article pasted with an electronic tag is put into the article interactive cabinet body, the electronic tag enters an antenna working area to send self-coding information to an antenna, the antenna receives a carrier signal of the electronic tag and transmits the carrier signal to a reader, the reader demodulates and decodes the received signal and then sends the signal to the article interactive system, the article interactive system judges the legitimacy of the electronic tag, and if the legitimacy is legal, the electronic tag and a process to which the interactive article belongs are bound on the enterprise cloud platform; when the antenna monitors that the electronic tag is far away from the intelligent interaction terminal by a distance exceeding a program setting, the interactive article is considered to be taken away, the article interaction system unbinding the electronic tag and a corresponding process, and marking the process as a taken article; in the process, the information sharing subsystem pushes the stored or taken-out information to the delivery person and the pickup person in time.
5. The cloud platform based management system of claim 4, wherein: when the interactive object is a reimbursement bill, the cloud management system further comprises an intelligent travel system, the intelligent travel system further comprises a travel declaration subsystem and a financial reimbursement subsystem, and before the interactive flow is approved, a delivery person selects a travel item in the travel declaration subsystem and fills out a travel application; the enterprise cloud platform intelligently recommends travel scheme information according to the filled business trip information, if a delivery person agrees to the travel scheme of the enterprise cloud platform, the enterprise cloud platform automatically purchases traffic tickets of vehicles in the travel scheme in a networking mode and binds worker identity information, and if the delivery person does not agree to the travel scheme, staff automatically selects the travel scheme and purchases the traffic tickets; after the business trip is finished, the delivery person initiates an interaction flow in the financial account reporting subsystem.
6. The cloud platform based management system of claim 5, wherein: the intelligent safety production system is used for production management and is respectively connected with the intelligent material management system and the intelligent human resource management system through the enterprise cloud platform; the edge equipment corresponding to the intelligent safety production system is a network camera and a sensor, and the network camera and the sensor are deployed in a production site; the intelligent human resource management system is used for recording life safety information of staff, including blood type, gender and age; the intelligent safety production system is connected with the network camera and is combined with the intelligent material management system to acquire video monitoring in the intelligent warehouse and collect data of staff wearing, staff behaviors and equipment states; the intelligent computing module judges whether the wearing of staff is safe and compliant through image recognition, and real-time alarm is carried out when the wearing of staff is not compliant; judging the employee behaviors through image recognition, analyzing and mining the employee behavior data by using machine learning, judging the safety degree of the employee behaviors in real time, and alarming immediately when the safety degree is lower than a threshold value; using image recognition and collecting sensor measuring point data to judge the current equipment state and the safety degree of the production environment, and immediately alarming when the safety degree is lower than a threshold value; when the intelligent computing module analyzes that the staff has abnormal response through the intelligent safety production system, the intelligent computing module directly notifies the enterprise security personnel to dial 120 first aid and invokes life security information of the staff in the intelligent human resource management system.
7. The cloud platform based management system of claim 1, wherein: the intelligent administrative management system is used for automatically generating a backlog list according to employee application flows and business records, and the intelligent calculation module intelligently sorts backlogs according to employee identities, associated flow progress, parallel flow progress, flow criticality and flow urgency; the intelligent administrative management system is characterized in that the intelligent administrative management system is provided with an intelligent file transfer robot, after the intelligent interactive terminal inputs interactive objects, the object interactive system sends the information to the intelligent administrative management system through the enterprise cloud platform, and the intelligent administrative management system arranges the intelligent file transfer robot to collect the interactive objects in a centralized manner to the intelligent interactive terminal and send the interactive objects to the corresponding object pick-up person.
8. The cloud platform based management system of claim 1, wherein: the intelligent project management system is used for automatically generating a project progress Gantt chart and automatically updating project progress and flow execution conditions in real time; the intelligent computing module records full life cycle data of each project execution, scores the projects after setting different weights for finishing efficiency, project cost, product quality and public praise reaction, establishes a machine learning model based on the data, establishes a high-score project database and a low-score project database respectively, changes to the low-score project data model if a certain node starts to deviate from the high-score project data model when a new project is executed, and immediately pushes an alarm to a project manager, and pushes the deviation to a straight pipe leader after the deviation exceeds a threshold.
9. The cloud platform based management system of claim 1, wherein: the intelligent financial system is used for automatically managing reimbursement budgets, automatically checking reimbursement budgets of reimbursement flows for determining reimbursement amount in the flows, and releasing redundant reimbursement budgets; the common audit mode is preset, an audit report is automatically generated according to time or special items after a certain audit mode is selected, and preliminary data statistics are provided for enterprise financial management; the intelligent computing module combines an intelligent financial system, an intelligent material management system, an intelligent human resource management system, an article interaction system, an intelligent project management system and an intelligent intellectual property system, uses a classification algorithm to divide data of each type of each cloud management system related to financial risk into four types of financial risk indexes including extremely high risk, medium risk and low risk, uses machine learning to establish a data model of four-level risk indexes for each type of data, and simultaneously uses artificial mark risk indexes to strengthen the fitting degree of the machine learning model again; if the process is marked with a high risk or extremely high risk financial risk index, the intelligent financial system pushes an alarm to the relevant responsible person, and the process is temporarily frozen.
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