CN115297381A - Data processing method, device and system based on special operation site - Google Patents
Data processing method, device and system based on special operation site Download PDFInfo
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Abstract
The invention belongs to the technical field of communication, and aims to provide a data processing method, device and system based on a special operation field. In the implementation process, the industrial data of the industrial instrument is received and then processed to obtain the operation portrait data corresponding to the current industrial instrument; then, obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation portrait data, wherein the operation evaluation result comprises fault prediction data of the current industrial instrument and a fault solution corresponding to the fault prediction data; and finally, sending the operation evaluation result to a management terminal bound with the current industrial instrument. The invention can facilitate the user to obtain the comprehensive operation condition of the appointed industrial instrument, and can implement safety precautionary measures such as fault solving preparation and the like in advance, thereby improving the production safety and being suitable for being applied to special operation sites.
Description
Technical Field
The invention belongs to the technical field of communication, and particularly relates to a data processing method, device and system based on a special operation field.
Background
The special operation refers to industrial production operation which can cause harm to the safety of an operator, others and surrounding buildings (structures), equipment and facilities, accidents in the special operation link are in a multi-situation, and the data acquisition and processing in the special operation field have great significance to the production safety.
In the prior art, taking special operations of dangerous chemical enterprises as an example, industrial data such as gas concentration data of an operation field is usually acquired in real time at the special operation field to be used as an execution basis for safety pre-warning such as explosion prevention, poison prevention and the like, and then whether the industrial data is abnormal or not is analyzed to ensure safe production and driving for the special operations of the dangerous chemical enterprises and the like. However, in the process of using the prior art, the inventor finds that at least the following problems exist in the prior art: in the prior art, safety early warning is carried out only by simply comparing field data with a preset standard value, the problem of failure of an instrument cannot be obtained in advance, and safety production is not facilitated.
Disclosure of Invention
The invention aims to solve the technical problems at least to a certain extent, and provides a data processing method, a data processing device and a data processing system based on a special operation field.
In order to achieve the purpose, the invention adopts the following technical scheme:
in a first aspect, a data processing method based on a special job site is provided, which includes:
receiving industrial data of an industrial instrument, wherein the industrial data comprises operation data, operation user information and instrument operation data;
processing the industrial data to obtain operation portrait data corresponding to the current industrial instrument;
obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation portrait data, wherein the operation evaluation result comprises fault prediction data of the current industrial instrument and a fault solution corresponding to the fault prediction data;
and sending the operation evaluation result to a management terminal bound with the current industrial instrument.
The invention can facilitate the user to comprehensively acquire the operation condition of the industrial instrument, thereby ensuring the safe production. Specifically, in the implementation process, the method receives industrial data of the industrial instrument, and processes the industrial data to obtain operation portrait data corresponding to the current industrial instrument; then, obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation portrait data, wherein the operation evaluation result comprises fault prediction data of the current industrial instrument and a fault solution corresponding to the fault prediction data; and finally, sending the operation evaluation result to a management terminal bound with the current industrial instrument. Therefore, the comprehensive operation condition of the appointed industrial instrument can be conveniently obtained by a user, and safety precautionary measures such as fault solving preparation and the like can be implemented in advance, so that the production safety is improved, and the method is suitable for being applied to a special operation field.
In one possible design, after receiving the industrial data of the industrial instrument, the method further includes:
preprocessing the industrial data to obtain preprocessed industrial data;
and processing the preprocessed industrial data so as to obtain the operation portrait data of the current industrial instrument.
In one possible design, processing the industrial data to obtain operation representation data corresponding to the current industrial instrument includes:
acquiring data characteristics of the industrial data;
according to the data characteristics, analyzing and processing the industrial data in a sliding window calculation mode to obtain a plurality of index data;
and obtaining operation portrait data corresponding to the current industrial instrument according to the index data.
In one possible design, the industrial instruments are provided in plurality, and industrial data of the industrial instruments are received in a multithread parallel mode.
In one possible design, the running representation data includes user running representation data and/or instrument running representation data.
In a second aspect, a special job site-based data processing device is provided, which is used for implementing the special job site-based data processing method described in any one of the above; the data processing device based on the special operation field comprises:
the industrial data receiving module is used for receiving industrial data of industrial instruments, and the industrial data comprises operation data, operation user information and instrument operation data;
the image data generating module is in communication connection with the industrial data receiving module and is used for processing the industrial data to obtain operation image data corresponding to the current industrial instrument;
the evaluation result generation module is in communication connection with the image data generation module and is used for obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation image data;
and the evaluation result output module is in communication connection with the evaluation result generation module and is used for sending the operation evaluation result to the management terminal bound with the current industrial instrument.
In a third aspect, a data processing system based on a special operation field is provided, which is used for implementing the data processing method based on the special operation field as described in any one of the above; the data processing system based on the special operation site comprises a server, a data acquisition terminal and a management terminal, wherein the data acquisition terminal and the management terminal are in communication connection with the server;
the data acquisition terminal is used for acquiring industrial data of a specified industrial instrument and transmitting the industrial data to the server; the data acquisition terminals are arranged in a plurality of corresponding industrial instruments, and the industrial data are acquired by the data acquisition terminals in a multithreading parallel mode;
the server is used for receiving industrial data transmitted by the appointed data acquisition terminal and then processing the industrial data to obtain operation portrait data of an industrial instrument corresponding to the appointed data acquisition terminal; the server is further used for obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation portrait data and then sending the operation evaluation result to the management terminal.
In one possible design, after the data collection terminal is used for collecting the industrial data of the specified industrial instrument, the data collection terminal is further used for: carrying out protocol conversion on the industrial data to obtain converted industrial data;
compressing the converted industrial data to obtain compressed industrial data;
encrypting the compressed industrial data to obtain encrypted industrial data;
and sending the encrypted industrial data to a server so that the server can process the encrypted industrial data to obtain operation portrait data corresponding to the current industrial instrument.
In one possible design, a plurality of the data acquisition terminals are in communication connection with the server through a gateway; the gateway is provided with a plurality of corresponding a plurality of data acquisition terminals, the server corresponds arbitrary gateway is provided with a plurality of data transmission ports, makes every the gateway with all form a plurality of data transmission passageways between the server to the data acquisition terminal is through a plurality of data transmission passageways to server transmission industrial data.
In one possible design, the data acquisition terminal comprises a data processing module and a collector in communication connection with the data processing module, the data processing module is in communication connection with the server, and the collector is used for acquiring industrial data of a specified industrial instrument and transmitting the industrial data to the data processing module, so that the data processing module transmits the industrial data to the server;
the data acquisition terminal further comprises a first cache module and a second cache module which are respectively in communication connection with the data processing module, the data processing module is used for carrying out segmentation processing on industrial data after receiving the industrial data to obtain a plurality of sub-industrial data, then sending the plurality of sub-industrial data to the first cache module and the second cache module in turn in a ping-pong operation mode to temporarily store the plurality of sub-industrial data, and sequentially transmitting the plurality of sub-industrial data to the server from the first cache module and the second cache module.
In a fourth aspect, an electronic device is provided, comprising:
a memory for storing computer program instructions; and the number of the first and second groups,
a processor for executing the computer program instructions to perform the operations of the job-site-specific data processing method as described in any one of the above.
In a fifth aspect, a computer-readable storage medium is provided for storing computer-readable computer program instructions configured to, when executed, perform operations of the special job-site based data processing method according to any one of the above.
Drawings
FIG. 1 is a flowchart of a data processing method based on a special job site in embodiment 1;
FIG. 2 is a block diagram of a data processing apparatus based on a special job site according to embodiment 2;
fig. 3 is a block diagram of an electronic apparatus according to embodiment 3.
Detailed Description
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the present invention will be briefly described below with reference to the accompanying drawings and the embodiments or the description of the prior art, it is obvious that the following description of the structure of the drawings is only some embodiments of the present invention, and it is also possible for those skilled in the art to obtain other drawings based on the drawings without creative efforts. It should be noted that the description of the embodiments is provided to help understanding of the present invention, but the present invention is not limited thereto.
Example 1:
a first aspect of this embodiment provides a data processing method based on a special job site, which may be executed by, but not limited to, a computer device or a virtual machine with certain computing resources, for example, an electronic device such as a personal computer, a smart phone, a personal digital assistant, or a wearable device, or executed by a virtual machine, so that a user can comprehensively obtain the operation condition of an industrial instrument, thereby ensuring safe production.
As shown in fig. 1, a data processing method based on a special job site may include, but is not limited to, the following steps:
s1, receiving industrial data of an industrial instrument, wherein the industrial data comprises operation data, operation user information and instrument operation data; specifically, in this embodiment, the instrument operation information includes production count data, equipment energy consumption data, equipment operation state data, equipment process parameter data, product detection data, and/or production environment data;
in this embodiment, for an industrial manufacturer or an instrument vendor with a large number of used industrial instruments, after acquiring industrial data, the industrial data is usually not further used except for simple early warning, which causes a low utilization rate of the industrial data and is not beneficial to further improvement of the industrial instruments. In order to solve the above technical problem, in this embodiment, a plurality of industrial instruments are provided, and industrial data of the plurality of industrial instruments is received in a multi-thread parallel manner.
In this embodiment, after receiving the industrial data of the industrial instrument, the method further includes:
preprocessing the industrial data to obtain preprocessed industrial data; when the industrial data is preprocessed, the preprocessing can be performed according to actual requirements, the type and format of the industrial data and other conditions, for example, the industrial data is subjected to abnormal value elimination, missing value filling, sampling processing and the like, wherein the abnormal value elimination and the missing value filling can guarantee the accuracy and the effectiveness of the industrial data, and the sampling processing can effectively reduce the total data amount of the subsequently processed industrial data on the premise of guaranteeing the comprehensiveness and the effectiveness of the data.
And processing the preprocessed industrial data so as to obtain the operation portrait data of the current industrial instrument.
S2, processing the industrial data to obtain operation image data corresponding to the current industrial instrument; in this embodiment, the operation representation data includes user operation representation data and/or instrument operation representation data; the user operation portrait data is operation portrait data taking a user corresponding to the specified operation user information as a core, the dynamic state of the current user in the operation process of the industrial instrument is obtained according to the user operation portrait data, such as a time period for a certain user to operate the current industrial instrument, an operation type of the operation, whether an operation flow is in compliance or not, the instrument operation portrait data is operation portrait data taking the specified industrial instrument as the core, and the operation time period, continuous operation duration, main operation user information, a fault rate of the instrument and the like of the current industrial instrument can be obtained according to the instrument operation portrait data;
in this embodiment, processing the industrial data to obtain the operation portrait data corresponding to the current industrial instrument includes:
acquiring data characteristics of the industrial data; in particular, the data characteristics include, but are not limited to, data distribution, acquisition intervals, timing variations, and/or numerical variation rates for industrial data as a basis data system for generating the running image data to facilitate rapid acquisition of the running image data.
Analyzing and processing the industrial data in a sliding window calculation mode according to the data characteristics to obtain a plurality of index data; specifically, in this embodiment, the industrial data is calculated in a form of an adaptive sliding window, the sliding window may include a specified number of data, and when the industrial data is analyzed, the sliding window is moved according to a preset sequence until all the industrial data are traversed to obtain corresponding index data; in the calculation process, the size of the sliding window can be adjusted according to the size of the current sliding window and the number of the index data, and if the index data result is within a preset threshold range, the sliding window is enlarged according to a preset rule; and if the index data result exceeds the threshold range, the sliding window is reduced according to a preset rule.
And obtaining operation image data corresponding to the current industrial instrument according to the index data.
In the present embodiment, the analysis processing of the industrial data based on the form of sliding window calculation is beneficial to improve the analysis accuracy of the running image data.
S3, obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation portrait data; in this embodiment, the operation evaluation result includes fault prediction data of the current industrial instrument and a fault solution corresponding to the fault prediction data, specifically, the fault prediction data is obtained based on operation portrait data, taking the instrument operation portrait data as an example, the longer the continuous operation time of the current industrial instrument is, the greater the probability of the current industrial instrument suffering from the downtime fault is, when the probability of the downtime fault is greater than a specified value, the fault prediction data includes downtime fault prompt information, and according to the fault solution pre-stored in the database, the corresponding fault solution when the downtime fault occurs to the current industrial instrument is searched and obtained. In the process, the operation evaluation result is obtained based on the operation portrait data, so that the fault condition in the operation evaluation result can be displayed more comprehensively, a user can conveniently and comprehensively obtain the operation condition of the industrial instrument, meanwhile, the user can conveniently deal with possible faults and production accidents of the industrial instrument in advance, and the improvement of the production safety is facilitated.
And S4, sending the operation evaluation result to a management terminal bound with the current industrial instrument.
The embodiment can be convenient for the user to comprehensively obtain the operating condition of the industrial instrument, thereby ensuring the safety production. Specifically, in the implementation process, by receiving industrial data of an industrial instrument and processing the industrial data, operation portrait data corresponding to the current industrial instrument is obtained; then, obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation portrait data, wherein the operation evaluation result comprises fault prediction data of the current industrial instrument and a fault solution corresponding to the fault prediction data; and finally, sending the operation evaluation result to a management terminal bound with the current industrial instrument. Therefore, the comprehensive operation condition of the appointed industrial instrument can be conveniently obtained by a user, and safety precautionary measures such as fault solving preparation and the like can be implemented in advance, so that the production safety is improved, and the method is suitable for being applied to a special operation field.
Example 2:
the embodiment provides a data processing device based on a special operation field, which is used for realizing the data processing method based on the special operation field in the embodiment 1; as shown in fig. 2, the data processing apparatus based on a special job site includes:
the industrial data receiving module is used for receiving industrial data of industrial instruments, and the industrial data comprises operation data, operation user information and instrument operation data;
the portrait data generation module is in communication connection with the industrial data receiving module and is used for processing the industrial data to obtain operation portrait data corresponding to the current industrial instrument;
the evaluation result generation module is in communication connection with the portrait data generation module and is used for obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation portrait data;
and the evaluation result output module is in communication connection with the evaluation result generation module and is used for sending the operation evaluation result to a management terminal bound with the current industrial instrument.
Example 3:
on the basis of embodiment 1 or 2, the present embodiment discloses a data processing system based on a special job site, which is used for implementing the data processing method based on the special job site as described in embodiment 1; the data processing system based on the special operation site comprises a server, a data acquisition terminal and a management terminal, wherein the data acquisition terminal and the management terminal are in communication connection with the server;
the data acquisition terminal is used for acquiring industrial data of a specified industrial instrument and transmitting the industrial data to the server; the data acquisition terminals are arranged corresponding to a plurality of industrial instruments, and the plurality of data acquisition terminals adopt a multithreading parallel mode to acquire industrial data so as to form the effect of cooperatively completing industrial data acquisition by the plurality of industrial instruments;
the server is used for receiving industrial data transmitted by the appointed data acquisition terminal and then processing the industrial data to obtain operation portrait data of an industrial instrument corresponding to the appointed data acquisition terminal; the server is further used for obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation portrait data and then sending the operation evaluation result to the management terminal.
It should be noted that, in this embodiment, the multiple data acquisition terminals run using a multi-thread model, each thread is responsible for acquiring one industrial instrument, each data acquisition terminal is responsible for the corresponding industrial instrument, and the multiple data acquisition terminals work simultaneously and perform parallel industrial data acquisition actions simultaneously. By adopting the form of multi-thread industrial data acquisition, the acquisition efficiency of the server on the industrial data in the embodiment can be greatly improved, and the management of the acquired equipment (namely, the industrial instrument corresponding to the data acquisition terminal) is facilitated.
In this embodiment, after the data acquisition terminal is used to acquire industrial data of a specific industrial instrument, the data acquisition terminal is further used to: carrying out protocol conversion on the industrial data to obtain converted industrial data;
compressing the converted industrial data to obtain compressed industrial data;
encrypting the compressed industrial data to obtain encrypted industrial data;
and sending the encrypted industrial data to a server so that the server can process the encrypted industrial data to obtain operation portrait data corresponding to the current industrial instrument.
In the embodiment, when the industrial data is subjected to protocol conversion, the industrial data is converted into the converted industrial data of the TCP network transmission protocol so as to ensure the safe and reliable transmission of the industrial data in a wide area network; when the converted industrial data is compressed, the data compression can be carried out on the summarized data by adopting a lossless compression algorithm, so that the minimum transmission of real-time data in a network is realized, the network bandwidth resource is saved, and the network transmission delay is reduced; when the compressed industrial data is encrypted, the data encryption is carried out on the compressed data by adopting an asymmetric encryption algorithm so as to realize the safety protection of the data produced in real time, prevent the data from being intercepted, decoded and maliciously tampered in the network transmission process and ensure the safety and the integrity in the data transmission process.
In this embodiment, a plurality of the data acquisition terminals are in communication connection with the server through a gateway; the gateway is provided with a plurality of corresponding a plurality of data acquisition terminals, the server corresponds arbitrary gateway is provided with a plurality of data transmission ports, makes every the gateway with all form a plurality of data transmission passageways between the server to the data acquisition terminal is through a plurality of data transmission passageways to server transmission industrial data. It should be understood that, by the arrangement, a transmission channel when any data acquisition terminal transmits industrial data to the server can be conveniently expanded, and the condition that a plurality of industrial data transmitted by the data acquisition terminal occupy one data transmission channel is avoided, so that the efficiency of transmitting the industrial data to the server by the data acquisition terminal is conveniently improved.
In this embodiment, the gateway is connected to the server through a VPN (Virtual Private Network) dedicated line, a WiFi (wireless fidelity) Network, a 5G base station, or a 4G base station, which is not limited herein.
In this embodiment, the data acquisition terminal includes data processing module and with data processing module communication connection's collector, data processing module with server communication connection, the collector is used for gathering the industrial data of appointed industrial instrument, and will industrial data transmits to data processing module, so that data processing module will industrial data transmit to the server. It should be understood that the collector may be, but not limited to, a detection device for detecting gas in an industrial instrument, such as a wireless explosion-proof cloth control ball, a four-in-one gas detector, and the like, and may also be, but not limited to, a detection device for detecting operating parameters, such as an operating temperature, an operating time, and the like, of an industrial instrument.
In this embodiment, the data acquisition terminal further includes a first cache module and a second cache module which are respectively in communication connection with the data processing module, the data processing module carries out segmentation processing on the industrial data after receiving the industrial data to obtain a plurality of sub-industrial data, then sends the plurality of sub-industrial data to the first cache module and the second cache module in turn in a ping-pong operation mode for temporary storage, and sequentially transmits the plurality of sub-industrial data to the server from the first cache module and the second cache module. Specifically, when the industrial data is segmented, the segmentation size can be adjusted according to the data condition. It should be understood that the segment data carries both the segment head flag and the segment tail flag during transmission, so as to mark the boundary of the segment data. Specifically, in the process of transmitting the segmented data, the data processing module may store the first segment of segmented data in the first cache module, switch the storage space when the data processing module detects the segment tail flag, store the second segment of segmented data in the second cache module, and switch the storage space again when the data processing module detects the segment tail flag again, and sequentially repeat the operations to form a ping-pong cache mechanism. In this embodiment, the data processing module transmits data to the server in a ping-pong operation mode, so that the problem of data transmission blockage in the process of transmitting data from a certain data acquisition terminal to the server can be further avoided, and the efficiency of transmitting industrial data from the data acquisition terminal to the server can be further improved.
Example 4:
on the basis of embodiment 1 or 2, this embodiment discloses an electronic device, and this device may be a smart phone, a tablet computer, a notebook computer, a desktop computer, or the like. The electronic device may be referred to as a terminal, a portable terminal, a desktop terminal, etc., and as shown in fig. 3, the electronic device includes:
a memory for storing computer program instructions; and the number of the first and second groups,
a processor for executing the computer program instructions to perform the operations of the job-site-specific data processing method according to any one of embodiments 1.
In particular, the processor 301 may include one or more processing cores, such as a 4-core processor, an 8-core processor, and so on. The processor 301 may be implemented in at least one hardware form of a DSP (Digital Signal Processing), an FPGA (Field-Programmable Gate Array), and a PLA (Programmable Logic Array). The processor 301 may also include a main processor and a coprocessor, where the main processor is a processor for Processing data in an awake state, and is also called a Central Processing Unit (CPU); a coprocessor is a low power processor for processing data in a standby state. In some embodiments, the processor 301 may be integrated with a GPU (Graphics Processing Unit) that is responsible for rendering and drawing content that the display screen needs to display.
In some embodiments, the terminal may further optionally include: a communication interface 303 and at least one peripheral device. The processor 301, the memory 302 and the communication interface 303 may be connected by buses or signal lines. Various peripheral devices may be connected to communication interface 303 via a bus, signal line, or circuit board. Specifically, the peripheral device includes: at least one of radio frequency circuitry 304, a display screen 305, and a power source 306.
The communication interface 303 may be used to connect at least one peripheral device related to I/O (Input/Output) to the processor 301 and the memory 302. In some embodiments, the processor 301, memory 302, and communication interface 303 are integrated on the same chip or circuit board; in some other embodiments, any one or two of the processor 301, the memory 302 and the communication interface 303 may be implemented on a single chip or circuit board, which is not limited by the embodiment.
The Radio Frequency circuit 304 is used for receiving and transmitting RF (Radio Frequency) signals, also called electromagnetic signals. The radio frequency circuitry 304 communicates with communication networks and other communication devices via electromagnetic signals.
The display screen 305 is used to display a UI (User Interface). The UI may include graphics, text, icons, video, and any combination thereof.
The power supply 306 is used to power various components in the electronic device.
Example 5:
on the basis of any embodiment of embodiments 1 to 4, the present embodiment discloses a computer-readable storage medium for storing computer-readable computer program instructions configured to, when executed, perform the operations of the data processing method based on the special job site according to embodiment 1.
It should be noted that the functions described herein, if implemented in software functional units and sold or used as a stand-alone product, may be stored in a non-transitory computer readable storage medium that is executable by a processor. Based on such understanding, the technical solution of the present invention or a part thereof which substantially contributes to the prior art may be embodied in the form of a software product, which is stored in a storage medium and includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
It will be apparent to those skilled in the art that the modules or steps of the present invention described above may be implemented by a general purpose computing device, they may be centralized on a single computing device or distributed across a network of multiple computing devices, and they may alternatively be implemented by program code executable by a computing device, such that they may be stored in a storage device and executed by a computing device, or fabricated separately as individual integrated circuit modules, or fabricated as a single integrated circuit module from multiple modules or steps. Thus, the present invention is not limited to any specific combination of hardware and software.
Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, and not to limit the same; although the present invention has been described in detail with reference to the foregoing embodiments, it should be understood by those of ordinary skill in the art that: modifications may be made to the embodiments described in the foregoing description, or equivalents may be substituted for some of the features described therein. And such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.
Finally, it should be noted that: the above description is only a preferred embodiment of the present invention, and is not intended to limit the scope of the present invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A data processing method based on a special operation field is characterized in that: the method comprises the following steps:
receiving industrial data of an industrial instrument, wherein the industrial data comprises operation data, operation user information and instrument operation data;
processing the industrial data to obtain operation portrait data corresponding to the current industrial instrument;
obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation portrait data, wherein the operation evaluation result comprises fault prediction data of the current industrial instrument and a fault solution corresponding to the fault prediction data;
and sending the operation evaluation result to a management terminal bound with the current industrial instrument.
2. A data processing method based on a special job site according to claim 1, characterized in that: after receiving industrial data of the industrial instrument, the method further comprises:
preprocessing the industrial data to obtain preprocessed industrial data;
and processing the preprocessed industrial data so as to obtain the operation portrait data of the current industrial instrument.
3. A data processing method based on a special job site according to claim 1, characterized in that: processing the industrial data to obtain operation portrait data corresponding to the current industrial instrument, wherein the operation portrait data comprises:
acquiring data characteristics of the industrial data;
according to the data characteristics, analyzing and processing the industrial data in a sliding window calculation mode to obtain a plurality of index data;
and obtaining operation image data corresponding to the current industrial instrument according to the index data.
4. A data processing method based on a special job site according to claim 1, characterized in that: the industrial instruments are multiple in number, and industrial data of the industrial instruments are received in a multithreading parallel mode.
5. A data processing method based on a special job site according to claim 1, characterized in that: the operational representation data includes user operational representation data and/or instrument operational representation data.
6. A data processing device based on a special operation field is characterized in that: a data processing method for realizing a special operation site based on any one of claims 1 to 5; the data processing device based on the special operation field comprises:
the industrial data receiving module is used for receiving industrial data of industrial instruments, and the industrial data comprises operation data, operation user information and instrument operation data;
the image data generating module is in communication connection with the industrial data receiving module and is used for processing the industrial data to obtain operation image data corresponding to the current industrial instrument;
the evaluation result generation module is in communication connection with the portrait data generation module and is used for obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation portrait data;
and the evaluation result output module is in communication connection with the evaluation result generation module and is used for sending the operation evaluation result to the management terminal bound with the current industrial instrument.
7. A data processing system based on a special operation field is characterized in that: for implementing a special job site based data processing method according to any one of claims 1 to 5; the data processing system based on the special operation site comprises a server, a data acquisition terminal and a management terminal, wherein the data acquisition terminal and the management terminal are in communication connection with the server;
the data acquisition terminal is used for acquiring industrial data of a specified industrial instrument and transmitting the industrial data to the server; the data acquisition terminals are arranged in a plurality of ways corresponding to the industrial instruments, and the data acquisition terminals acquire industrial data in a multithreading parallel mode;
the server is used for receiving industrial data transmitted by the appointed data acquisition terminal and then processing the industrial data to obtain operation portrait data of an industrial instrument corresponding to the appointed data acquisition terminal; the server is further used for obtaining an operation evaluation result corresponding to the current industrial instrument according to the operation portrait data and then sending the operation evaluation result to the management terminal.
8. A job site specific data processing system according to claim 7, wherein: after the data acquisition terminal is used for acquiring the industrial data of the appointed industrial instrument, the data acquisition terminal is also used for: carrying out protocol conversion on the industrial data to obtain converted industrial data;
compressing the converted industrial data to obtain compressed industrial data;
encrypting the compressed industrial data to obtain encrypted industrial data;
and sending the encrypted industrial data to a server so that the server can process the encrypted industrial data to obtain operation portrait data corresponding to the current industrial instrument.
9. A job site specific data processing system according to claim 7, wherein: the data acquisition terminals are in communication connection with the server through a gateway; the gateway is provided with a plurality of corresponding a plurality of data acquisition terminals, the server is provided with a plurality of data transmission ports corresponding to any gateway, make every gateway with all form a plurality of data transmission passageways between the server to data acquisition terminal transmits industrial data to the server through a plurality of data transmission passageways.
10. A job site specific data processing system according to claim 7, wherein: the data acquisition terminal comprises a data processing module and a collector in communication connection with the data processing module, the data processing module is in communication connection with the server, and the collector is used for acquiring industrial data of a specified industrial instrument and transmitting the industrial data to the data processing module so that the data processing module can transmit the industrial data to the server;
the data acquisition terminal further comprises a first cache module and a second cache module which are respectively in communication connection with the data processing module, the data processing module is used for carrying out segmentation processing on industrial data after receiving the industrial data to obtain a plurality of sub-industrial data, then sending the plurality of sub-industrial data to the first cache module and the second cache module in turn in a ping-pong operation mode to temporarily store the plurality of sub-industrial data, and sequentially transmitting the plurality of sub-industrial data to the server from the first cache module and the second cache module.
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