CN111144850A - Intelligent clothing data analysis and management system - Google Patents
Intelligent clothing data analysis and management system Download PDFInfo
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- CN111144850A CN111144850A CN201911401904.4A CN201911401904A CN111144850A CN 111144850 A CN111144850 A CN 111144850A CN 201911401904 A CN201911401904 A CN 201911401904A CN 111144850 A CN111144850 A CN 111144850A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
Abstract
The invention relates to the technical field of intelligent clothes, in particular to an intelligent clothes data analysis management system, which aims to overcome the defect of incomplete analysis in the prior art and is mainly realized by the following technical scheme: an intelligent garment data analysis management system comprising: the server device comprises a coding and decoding server and a storage server; the data operation system comprises a data acquisition device and a data operation system, wherein the data acquisition device acquires body data of a user, and the data operation system provides operation resources for data in the server device; the model analysis system comprises a model establishing, analyzing, processing and service platform, monitors and warns human physiological indexes through data modeling, and monitors, plans, reminds and warns the long-term and emergency states of the health state and the motion state of target personnel in real time.
Description
Technical Field
The invention relates to the technical field of intelligent clothes, in particular to an intelligent clothes data analysis and management system.
Background
With the progress of society and the improvement of technology level, as a product closely related to human survival, the clothes have the functions of resisting cold, keeping warm, shielding body and beautifying vision. The intelligent clothes are used as new strength in the clothes industry, and the biotechnology, the information technology and the material science are organically combined with the traditional clothes process in the textile industry, so that new vitality is endowed to fashion clothes.
The data analysis management system is used as a digital remote management mode, is an important means for popularizing intelligent equipment and health management, establishes a data service platform through the data analysis management system, provides health services, greatly reduces the investment of manpower, material resources and financial resources in the fields of outdoor exercise and fitness and medical care, and improves the healthy living level of people while reducing the social cost. With the development of mobile internet, technical progress and the introduction of high-performance and low-power consumption processing chips, data analysis management systems will be developed more greatly.
The existing data analysis management system usually needs to perform item processing on the monitored data, and even some systems need manual judgment to execute the next step, so that the working efficiency is greatly reduced; meanwhile, the high efficiency of the system work is also severely restricted by the imperfection of the functions of storage, operation, analysis and the like of the monitoring data. Today, with the increasing popularity of network services and terminal devices, how to integrate various service resources and establish a data service system with complete functions has become a new trend of development.
Disclosure of Invention
Therefore, the technical problem to be solved by the present invention is to overcome the defect of incomplete analysis in the prior art, and to provide an intelligent clothing data analysis management system.
The technical purpose of the invention is realized by the following technical scheme:
an intelligent garment data analysis management system comprising:
the server device comprises an encoding and decoding server and a storage server, wherein the encoding and decoding server is used for receiving data, and the storage server is used for classifying, inducing and sorting the data;
the data operation system comprises a data acquisition device and a data operation system, wherein the data acquisition device acquires body data of a user, and the data operation system provides operation resources for data in the server device;
the model analysis system comprises a model building, analysis processing and service platform.
Furthermore, the coding and decoding server and the storage server are expanded in real time according to the calculation requirements, and the coding and decoding server encrypts, forwards, decrypts and stores the data acquired by the data acquisition device.
Furthermore, the data operation system needs to perform multi-element operation and perform integral analysis on the data, and further includes a data reference table, where the data reference table may be modified in parameters.
Further, the model building simulates the user state according to the operation of the data operation system, and builds a physiological model and a dynamic model.
Furthermore, the physiological model and the data reference table are subjected to long-term steady-state comparison evaluation through the data budgeting system, and then a long-term evaluation suggestion is provided through a service platform.
Furthermore, the dynamic model provides real-time data for a user and is connected with a service platform to perform emergency early warning.
Further, the server device performs deep learning through a neural network according to the acquired data information, and performs expansion and unsupervised learning on the server device.
The technical scheme of the invention has the following advantages:
1. the intelligent garment data analysis and management system provided by the invention can complete monitoring and early warning on human physiological indexes through data modeling, complete long-term real-time monitoring, planning, reminding and early warning on the health state and motion state of target personnel, has a service platform with complete functions, and can provide more efficient health data management service for users.
2. The intelligent clothing data analysis and management system provided by the invention continuously accumulates user data to provide more intimate service for a user, deeply learns the acquired characteristic information through a neural network, expands a server device based on an artificial intelligence technology and performs unsupervised learning, can form a more perfect model and a database, and further improves recommendation suitability and personalization.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and other drawings can be obtained by those skilled in the art without creative efforts.
Fig. 1 is a schematic overall framework structure diagram of an intelligent clothing data analysis management system according to an embodiment of the present invention;
FIG. 2 is a block diagram of a data operating system according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of a framework of a model analysis system according to an embodiment of the present invention.
Description of reference numerals:
1. a server device; 11. a coding and decoding server; 12. a storage server; 2. a data operating system; 21. a data acquisition device; 22. a data operation system; 23. a data reference table; 3. a model analysis system; 31. establishing a model; 311. a physiological model; 312. a dynamic model; 32. analyzing and processing; 33. and (4) a service platform.
Detailed Description
The technical solutions of the present invention will be described clearly and completely with reference to the accompanying drawings, and it should be understood that the described embodiments are some, but not all embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
An intelligent clothing data analysis management system is disclosed, as shown in fig. 1, a server device 1 comprises an encoding and decoding server 11 and a storage server 12, the encoding and decoding server 11 is used for receiving data, the storage server 12 is used for classifying, summarizing and sorting the data, a data operation system 2 comprises a data acquisition device 21 and a data operation system 22, the data acquisition device 21 acquires body data of a user, the data operation system 22 provides operation resources for the data in the server device 1, and a model analysis system 3 comprises a model establishing 31, an analysis processing 32 and a service platform 33.
As shown in fig. 1 and fig. 2, the codec server 11 and the storage server 12 are expanded in real time according to the calculation requirement, the codec server 11 encrypts, forwards, decrypts, and stores the data acquired by the data acquisition device 21, the data operation system 22 needs to perform multi-element operation and perform integral analysis on the data, the data operation system 2 further includes a data reference table 23, the data reference table 23 can perform parameter modification, complete monitoring and early warning on human physiological indexes through data modeling, complete long-term real-time monitoring, planning, reminding, and early warning on the health state and motion state of a target person, and simultaneously have a service platform 33 with complete functions, which can provide more efficient health data management service for users.
As shown in fig. 3, the model building 31 simulates the user state according to the operation of the data operation system 22, and builds a physiological model 311 and a dynamic model 312, the physiological model 311 and the data reference table 23 are compared and evaluated for a long-term steady state through the data budget system, and then long-term evaluation suggestions are provided through the service platform 33, the dynamic model 312 provides real-time data for the user, and is connected with the service platform 33 for emergency early warning, the server device 1 performs deep learning through the neural network according to the obtained data information, performs expansion and unsupervised learning on the server device 1, the intelligent clothing data analysis management system continuously accumulates user data to provide more attentive service for the user, performs deep learning on the obtained characteristic information through the neural network, performs expansion and unsupervised learning on the server device 1 based on the artificial intelligence technology, more perfect models and databases can be formed, and further recommendation suitability and personalization are improved.
The working principle of the intelligent clothing data analysis and management system is as follows: the data acquisition device 21 is used for acquiring body data of a user, the data operation system 22 is used for operating and simulating the state of the user, a physiological model 311 and a dynamic model 312 are established, the physiological model 311 and the data reference table 23 are used for long-term steady-state comparison and evaluation through the data budget system, then a long-term evaluation suggestion is provided through the service platform 33, the dynamic model 312 is used for providing real-time data for the user, and the service platform 33 is connected for emergency early warning.
It should be understood that the above examples are only for clarity of illustration and are not intended to limit the embodiments. Other variations and modifications will be apparent to persons skilled in the art in light of the above description. And are neither required nor exhaustive of all embodiments. And obvious variations or modifications therefrom are within the scope of the invention.
Claims (7)
1. An intelligent garment data analysis management system, comprising:
the server device (1), the server device (1) includes a coding and decoding server (11) and a storage server (12), the coding and decoding server (11) is used for receiving data, and the storage server (12) classifies, summarizes and arranges the data;
the data operation system (2), the data operation system (2) includes data acquisition device (21) and data arithmetic system (22), the said data acquisition device (21) gathers the body data of users, the said data arithmetic system (22) provides the calculation resource for the data in the server device (1);
a model analysis system (3), the model analysis system (3) comprising a model building (31), an analysis process (32) and a service platform (33).
2. The intelligent clothing data analysis management system according to claim 1, wherein the coding and decoding server (11) and the storage server (12) are expanded in real time according to the calculation requirement, and the coding and decoding server (11) performs encryption forwarding and decryption storage on the data collected by the data collection device (21).
3. The intelligent clothing data analysis management system according to claim 2, wherein the data operation system (22) needs to perform multi-element operation and perform integral analysis on the data, the data operation system (2) further comprises a data reference table (23), and the data reference table (23) can perform parameter modification.
4. An intelligent clothing data analysis management system according to claim 3, wherein the model building (31) simulates the user state according to the operation of the data operation system (22), and builds the physiological model (311) and the dynamic model (312).
5. The intelligent garment data analysis management system according to claim 4, wherein the physiological model (311) and the data reference table (23) are subjected to long-term steady-state comparison evaluation through the data budgeting system, and then long-term evaluation suggestions are provided through the service platform (33).
6. The intelligent garment data analysis and management system of claim 5, wherein the dynamic model (312) provides real-time data to the user and is connected to the service platform (33) for emergency warning.
7. An intelligent garment data analysis and management system as claimed in claim 6, wherein the server device (1) performs deep learning through a neural network according to the acquired data information, and performs expansion and unsupervised learning on the server.
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| CN201911401904.4A CN111144850A (en) | 2019-12-30 | 2019-12-30 | Intelligent clothing data analysis and management system |
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| CN201911401904.4A CN111144850A (en) | 2019-12-30 | 2019-12-30 | Intelligent clothing data analysis and management system |
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