JP2010191760A - Data processing system, method thereof, and plant - Google Patents

Abstract

<P>PROBLEM TO BE SOLVED: To provide a hydrogen plant keeping the consistency of measurement date and time among a plurality of factories without increasing the amount of data communication and presenting calculation results of measurement data measured by the factories in real time. <P>SOLUTION: A first hydrogen generation consumption factory 2, a second hydrogen generation consumption factory 3 and a hydrogen generation factory 4 of the hydrogen plant 1 include data processors 51, 54 and 57 having standard clocks 518, 548 and 578 in which times are set to the same standard clock. The data processor 51 of a company A generates processed product data obtained by associating measurement results of measuring means 511 and 512 with date and time measured by the standard clock 518, and transmits the processed product data to a company B and a company C. The data processor 51 performs, upon receiving processed product data from the company B and the company C, an operation using the processed product data. The data processors 54 and 57 of the company B and the company C also perform an operation using the processed product data in the same manner as that of the data processor 51. <P>COPYRIGHT: (C)2010,JPO&INPIT

Description

  The present invention relates to a data processing system for processing data of an object to be processed at a processing factory, a method thereof, and a plant.

  Conventionally, a method of transporting product raw materials between a plurality of factories in a complex is known (see, for example, Patent Document 1). In the method of Patent Document 1, a configuration is adopted in which LNG that has flowed into a storage tank via an ocean-going vessel or a coastal vessel is transported to a thermal power plant that is a consumer by a truck or tank truck.

JP 2002-356231 A

By the way, in the configuration as described in Patent Document 1, it is conceivable to check the raw material components in both the supply side factory and the reception side factory. It can be considered. Therefore, it is conceivable to increase the efficiency by transmitting the component check result at the supply side factory to the reception side factory via the network. The following two methods can be considered as a form using such a network.
In the first method, data is managed based on the date and time being measured at each factory. And it is the method of collecting the data of the past same date after each predetermined time, and performing the calculation using the collected data of each factory.
In the second method, a representative factory is determined from a plurality of factories, and the date and time of the remaining factories are adjusted to the date and time counted in this factory. Then, the data of each factory is collected based on the combined date and time, and the calculation using the collected data of each factory is performed.

  However, in the first method described above, the past data is collected and the computation is performed, so that the computation result can be obtained after a predetermined time has elapsed since the data collection, although the date and time consistency is maintained. . In the second method, it is difficult to make the date and time in all factories the same as the actual date and time due to network delays and the like even if the date and time synchronization is periodically performed. Furthermore, in order to maintain date and time consistency, communication for date and time synchronization is required, which may increase the amount of data communication.

  In view of these points, the object of the present invention is to maintain consistency in measurement date and time among a plurality of processing factories without increasing the amount of data communication, and to be measured at each processing plant. It is to provide a data processing system, a method thereof, and a plant capable of confirming calculation results of measured data in real time.

The data processing system of the present invention is a data processing system comprising a plurality of data processing devices provided respectively in a plurality of processing factories for processing an object to be processed, wherein the date and time is set to a standard clock. Standard time measuring means, measuring means for measuring the object to be processed, measurement data measured by the measuring means, and object data having measurement date / time data relating to the measurement date / time of the measurement data timed by the standard time measuring means Data generating means for generating the data, self-factory data storage means for storing the processing object data generated by the data generating means as own factory data, and the processing object data to all other data processing devices Data to be transmitted and data to be processed generated by the data generation means of all the other data processing devices are referred to as other factory data. Data receiving means for receiving Te, the measurement data of the own plant data, characterized in that it includes a data calculating means for calculation using said measurement data of said other plants data.
The data processing method of the present invention is a data processing method using a plurality of data processing devices provided respectively in a plurality of processing factories for processing an object to be processed, and the date and time are set to a standard clock in the data processing device. A standard time measuring means and a measuring means for measuring the object to be processed, the measurement data measured by the measuring means and the measurement date and time data relating to the measurement date and time of the measurement data timed by the standard time measuring means. Data generation step for generating processed object data, own factory data storage step for storing the processed object data generated in the data generating step as own factory data, and all other data for the processed object data Data to be processed to be processed and data to be processed generated in the data generation step of all the other data processing devices to other processing data as other factory data A data receiving step of receiving, the said measurement data of the own plant data, the other plant data calculation step of the calculation utilizing the measured data of the data, characterized in that to implement.

Here, the workpiece to be measured by the measuring means may be any of liquid, gas, and solid.
According to the present invention, the standard time measuring means in which the date and time are adjusted to the same standard clock is provided in the data processing devices of a plurality of processing plants, and the time and date of the standard time measuring means are associated with the measurement data generated by the data processing devices. Therefore, the measurement date and time of the measurement data in each factory can be made the same as the actual date and time without performing communication for date and time synchronization between factories. Therefore, it is possible to maintain the consistency of measurement dates and times at a plurality of processing plants without increasing the amount of data communication. In addition, measurement data with consistent measurement date and time is transmitted between each processing plant, so measurement data measured at a specific date and time can be obtained from each processing plant in real time, and the calculation results of this measurement data can be obtained in real time. Can be confirmed.

In the data processing system of the present invention, at least one of the processing factories includes a raw material consuming means for consuming the raw material as the object to be processed, and at least one of the processing factories includes a raw material containing material containing the raw material. The raw material generating means for supplying the raw material consumption means to the raw material consumption means, the measuring means of the processing plant provided with the raw material generating means, the supply amount measuring means for measuring the supply amount of the raw material, and the raw material containing material A composition ratio measuring means for measuring a composition ratio of components contained in the processing plant, and the data calculation means of the processing plant provided with the raw material generating means are respectively measured by the supply amount measuring means and the composition ratio measuring means. Further, it is preferable that the supply amount of the predetermined component supplied from the raw material generating means to the raw material consuming means is calculated based on the measurement data.
According to this invention, the supply amount of the predetermined component supplied from the raw material generation means to the raw material consumption means can be confirmed in real time. Further, when there are a plurality of processing factories equipped with the raw material generating means, the ratio of the supply amount of the predetermined component in each factory can be obtained as a contribution rate to the consumption amount.

The plant of the present invention comprises a plurality of processing factories for processing a workpiece and the above-described data processing system, and the plurality of data processing devices of the data processing system are provided in the plurality of processing factories, respectively. It is characterized by being.
The plant of the present invention includes a processing plant provided with a raw material consuming means for consuming the raw material as the object to be processed, and a raw material generating means for generating a raw material containing material containing the raw material and supplying it to the raw material consuming means. And a data processing system as described above.
According to the above invention, the plant which can show | play the effect similar to the above-mentioned data processing system can be provided.

In the plant of the present invention, it is preferable that the raw material is hydrogen.
According to this invention, it is possible to maintain the consistency of the measurement date and time between factories without increasing the amount of data communication, and to confirm the amount of hydrogen supplied from the raw material generating means to the raw material consuming means in real time. be able to.

  Hereinafter, an embodiment of the present invention will be described with reference to the drawings. In this embodiment, a hydrogen plant will be described as an example.

[Configuration of hydrogen plant]
First, the configuration of the hydrogen plant will be described.
FIG. 1 is a block diagram showing a schematic configuration of a hydrogen plant. FIG. 2 is a schematic diagram showing a schematic configuration of supply data.

[Configurations related to hydrogen treatment]
First, a configuration related to hydrogen treatment in a hydrogen plant will be described.
As shown in FIG. 1, a hydrogen plant 1 as a plant includes a first hydrogen generation and consumption factory 2 as a processing factory provided at Company A, and a second as a processing factory provided at Company B. A hydrogen generation and consumption factory 3 and a hydrogen generation factory 4 as a processing factory provided in Company C are provided.

The first and second hydrogen generation and consumption factories 2 and 3 include first and second hydrogen generation means 21 and 31 as raw material generation means, and first and second hydrogen consumption means 22 as raw material consumption means, 32. The hydrogen generation factory 4 includes third hydrogen generation means 41 as raw material generation means.
The first hydrogen generating means 21 is connected to the first and second hydrogen consuming means 22 and 32 through the first and second transfer paths 11 and 12 which are pipelines so that various materials can be transferred. Yes. The second hydrogen generation means 31 is connected to the first and second hydrogen consumption means 22 and 32 through the third and fourth transfer paths 13 and 14 which are pipelines so as to be able to transfer various materials. Yes. The third hydrogen generating means 41 is connected to the first and second hydrogen consuming means 22 and 32 so as to be able to transfer various materials via the fifth and sixth transfer paths 15 and 16 which are pipelines. Yes.
And the 1st, 2nd, 3rd hydrogen generating means 21, 31, 41 generate | occur | produces (manufactures) the hydrogen containing material as a raw material containing material containing hydrogen from the supplied raw material, and this hydrogen containing A thing is supplied to the 1st, 2nd hydrogen consumption means 22 and 32 via the 1st-6th transfer paths 11-16. Here, the first, second, and third hydrogen generating means 21, 31, and 41 are configured to generate a hydrogen-containing material by steam reforming the naphtha, and when the ethylene is produced from the naphtha, the hydrogen-containing material is used. Configuration to generate, configuration to generate hydrogen-containing material by producing BTX (Benzene Toluene Xylene) from heavy naphtha and dehydrogenating, configuration to generate hydrogen-containing material by dehydrogenation when producing styrene monomer from ethylbenzene, etc. It can be illustrated.
The first and second hydrogen consuming means 22 and 32 consume hydrogen in the hydrogen-containing material supplied from the first, second and third hydrogen generating means 21, 31 and 41. Examples of the first and second hydrogen consuming means 22 and 32 include a hydrodesulfurization apparatus.

[Data processing related configuration]
Next, a configuration related to data processing in the hydrogen plant will be described.
The hydrogen plant 1 is provided with a data processing system 50 that processes data relating to the generation of hydrogen. This data processing system 50 includes a first data processing device 51 provided in company A, a second data processing device 54 provided in company B, and a third data processing device 57 provided in company C. And. In the following description, the letters “Nth (N is 1, 2, 3)” included in the names of the components are omitted as appropriate.

The first data processing device 51 includes first and second measuring units 511 and 512 and a first control unit 513. The second data processing device 54 includes third and fourth measuring means 541 and 542 and a second control unit 543. The third data processing device 57 includes fifth and sixth measuring means 571 and 572 and a third control unit 573.
The measuring means 511 and 542 are provided in the transfer paths 11 and 14 and measure the hydrogen-containing material supplied from the hydrogen generating means 21 and 31 to the hydrogen consuming means 22 and 32 in the company. The measuring means 512 and 541 are provided on the side of the companies A and B in the transfer paths 12 and 13, and the hydrogen generation means 21 and 31 in the hydrogen generation and consumption factories 2 and 3 to the hydrogen generation and consumption factories 3 and 2. The hydrogen-containing material supplied to the means 32 and 22 is measured. The measuring means 571 and 572 are provided on the company C side of the transfer paths 15 and 16 and measure the hydrogen-containing material supplied from the hydrogen generating means 41 to the hydrogen consuming means 22 and 32 of the hydrogen generating and consumption factories 2 and 3. .
The measuring means 511, 512, 541, 542, 571, 572 are first, second, third, fourth, fifth and sixth supply flow meters 514, 516, 544 as supply amount measuring means. 546, 574, 576, and first, second, third, fourth, fifth and sixth supply in-line analyzers 515, 517, 545, 547, 575, 577 as composition ratio measuring means. Yes.
Supply flow meters 514, 516, 544, 546, 574, and 576 are positive displacement type flow meters, measure the flow rate of the hydrogen-containing material, and output the result to control units 513, 543, and 573. Supply in-line analyzers 515, 517, 545, 547, 575, 577 analyze the composition ratio of the hydrogen-containing material and output the result to control units 513, 543, 573.

The first, second, and third control units 513, 543, and 573 include first, second, and third standard clocks 518, 548, and 578 as standard timing means, and first, second, and third clocks. Data generation means 519, 549, 579; first, second and third buffers 520, 550, 580 as own factory data storage means; first and second functions also as data transmission means and data reception means , Third data calculation means 521, 551, 581, and first, second, and third databases 522, 552, 582.
The standard clocks 518, 548, and 578 are radio wave clocks, for example, and the date and time are set to the same standard clock.

The data generation means 519 generates first and second workpiece data 61 and 62 (see FIG. 2) and temporarily stores them in the buffer 520. Further, the data generation means 549 generates the first and second workpiece data 63 and 64 (see FIG. 2) and temporarily stores them in the buffer 550. Further, the data generation means 579 generates fifth and sixth workpiece data 65 and 66 (see FIG. 2) and temporarily stores them in the buffer 580.
Specifically, the data generation means 519, 549, 579 acquires date / time information from the standard clocks 518, 548, 578 at predetermined time intervals (every 5 hours in the present embodiment), and as measurement date / time data relating to the date / time. Supply date / time data 671 is generated. Further, the data generation means 519, 549, 579 includes the measurement results of the supply flow meters 514, 516, 544, 546, 574, 576 at the date of the supply date data 671, and the supply in-line analyzers 515, 517, 545, 547, The analysis results at 575 and 577 are acquired. And the whole supply amount data 672 which shows the supply amount of the whole hydrogen containing material based on a flow measurement result, and the supply ratio data 673 which show the ratio of the hydrogen in a hydrogen containing material based on a composition ratio analysis result are produced | generated. Further, the data generation means 519, 549, 579 specifies supply source information 674 for specifying the own factory as the supply source, and other factories of the supply destination that supplies the hydrogen-containing material via the transfer paths 11-16. Supply destination information 675 for generating data.
And the data generation means 519, 549, 579 produces | generates the to-be-processed object data 61-66 which has each data 671-673 and each information 674,675 corresponding to this each data 671-673, and own factory The data is stored in the buffers 520, 550, and 580. Specifically, the workpiece data 61, 62, 63, 64, 65, 66 has contents based on the measurement results in the measuring means 511, 512, 541, 542, 571, 572, respectively.
Here, the total supply amount data 672 and the supply ratio data 673 constitute the measurement data of the present invention.

The data calculation means 521, 551, and 581 are connected to each other via the network 17 so that various types of information can be transmitted and received. The data calculation means 521, 551, 581 transfer the processed object data 61-66 stored in the buffers 520, 550, 580 as own factory data via the network 17 to all other data processing devices 51, 54, 57. Send to. For example, the data calculation means 521 transmits the workpiece data 61 and 62 to the data processing devices 54 and 57.
Further, the data calculation means 521, 551, 581 receive the workpiece data 61-66 transmitted from all the other data processing devices 51, 54, 57 via the network 17 and buffer them as other factory data. 520, 550, 580. For example, the data calculation means 521 stores the workpiece data 63 to 66 received from the data processing devices 54 and 57 in the buffer 520 as other factory data.

Further, when the data calculation means 521, 551, 581 recognize that all the processed object data 61-66 are stored in the buffers 520, 550, 580, the data calculation means 521, 551, 581 generate supply data 67 as shown in FIG. And stored in the databases 522, 552, and 582.
For example, the data calculation means 521 acquires the workpiece data 61 and 62 that are own factory data. Then, the supply amount of hydrogen is calculated by multiplying the supply amount of the entire hydrogen-containing material indicated by the overall supply amount data 672 and the hydrogen content rate indicated by the supply rate data 673, and this supply amount is indicated. Quantity data 676 is generated.
Furthermore, the data calculation means 521 acquires the workpiece data 63 to 66 that are other factory data, and generates supply amount data 676 indicating the supply amount of hydrogen based on these contents.
Then, the data calculation unit 521 generates supply data 67 including the workpiece data 61 to 66 and supply amount data 676 and stores the supply data 67 in the database 522.
The data calculation means 551 and 581 also perform the same calculation process as the data calculation means 521 and store the supply data 67 in the databases 552 and 582.
That is, the data calculation means 521, 551, 581 perform the same calculation process at substantially the same timing, and store the calculation results in the databases 522, 552, 582. Note that the data calculation means 521, 551, 581 perform the above-described generation processing of the supply data 67 at predetermined time intervals and store the results in the databases 522, 552, 582.

[Operation of hydrogen plant]
Next, the operation of the hydrogen plant 1 will be described.

[Processing data generation process]
First, the production | generation process of the to-be-processed object data 61-66 in A company-C company is demonstrated.
FIG. 3 is a flowchart showing processing data generation processing in Company A to Company C.
For example, as shown in FIG. 3, the first hydrogen generation and consumption factory 2 of Company A generates or produces a hydrogen-containing material in the hydrogen generating means 21 (step S1), and this hydrogen-containing material is supplied to Company A. To the hydrogen generation and consumption factory 22 of the company B, and the hydrogen generation and consumption factory 3 of the company C (step S2). Moreover, the control part 513 of A company calculates the total supply amount of a hydrogen containing material, and the ratio of hydrogen based on the measurement result in the measurement means 511,512 (step S3). Further, the current date and time are recognized (step S4), the supply source and the supply destination are recognized, and the workpiece data 61 and 62 are generated (step S5).
Further, the second hydrogen generation and consumption factory 3 and the hydrogen generation factory 4 of the B company and the C company also perform the processing of the above steps S1 to S5 to generate the workpiece data 63 to 66.

[Supply data generation processing]
Next, generation processing of supply data 67 in Company A to Company C will be described.
Since the generation process of the supply data 67 is the same process in the A company to the C company, the operation of the A company will be described as an example here.
FIG. 4 is a flowchart showing supply data generation processing in Company A to Company C.

  As shown in FIG. 4, the control unit 513 of company A stores the generated processed object data 61 and 62 as its own factory data in the buffer 520 (step S21), and stores the processed object data 61 and 62 for other companies. It transmits to (Company B, Company C) (step S22). Thereafter, the control unit 513 determines whether or not the workpiece data 63 to 66 has been received from another company (step S23), and if not, performs the processing of step S23 after a predetermined time has elapsed. On the other hand, when the workpiece data 63 to 66 is received from at least one factory in step S23, the workpiece data 63 to 66 is stored in the buffer 520 as other factory data (step S24). Thereafter, it is determined whether or not the processing object data 63 to 66 from all other companies are stored (step S25), and if it is determined that they are not stored, the process of step S23 is performed. If it is determined in step S25 that the data has been stored, supply data 67 is generated based on the workpiece data 61 to 66 stored in the buffer 520 (step S26) and stored in the database 522 (step S27). ).

[Operational effects of hydrogen plant]
As described above, in the above embodiment, the following operational effects can be achieved.

(1) The date and time are adjusted to the same standard clock in the first hydrogen generation and consumption factory 2 of company A of hydrogen plant 1, the second hydrogen generation and consumption factory 3 of company B, and the hydrogen generation factory 4 of company C. Data processing devices 51, 54, and 57 having standard clocks 518, 548, and 578 are provided. Further, the data processing device 51 of the company A generates processed object data 61 and 62 in which the data 672 and 673 related to the measurement results of the measuring means 511 and 512 are associated with the time and date of the standard clock 518 to generate the company B, Send to Company C. And the data processor 51 will perform the calculation using the to-be-processed object data 61-66, if the to-be-processed object data 63-66 are received from the B company and the C company. In addition, the data processing devices 54 and 57 of the B company and the C company perform the calculation using the workpiece data 61 to 66 in the same manner as the data processing device 51.
For this reason, the measurement date of each data 672, 673 in each factory 2-4 can be made the same as an actual date, without performing communication for date synchronization between each factory 2-4. Therefore, it is possible to maintain the consistency of the measurement date and time between the factories 2 to 4 without increasing the amount of data communication. In addition, since the data 672 and 673 in which the consistency of the measurement date and time is maintained are transmitted to each other between the factories 2 to 4, the data 672 and 673 measured at a predetermined date and time are acquired from the factories 2 to 4 in real time. The calculation results of the data 672 and 673 can be confirmed in real time.

(2) The supply amount of hydrogen is calculated based on the measurement results of the measuring means 511, 512, 541, 542, 571, 572.
For this reason, the supply amount of hydrogen in each factory 2-4 can be checked in real time. Moreover, the contribution with respect to supply of hydrogen can be calculated | required appropriately by calculating | requiring the contribution rate with respect to consumption of the supply amount of hydrogen in each factory 2-4 based on the supply amount of hydrogen.

[Modification of Embodiment]
The aspect described above shows one aspect of the present invention, and the present invention is not limited to the above-described embodiment, and within the scope of achieving the objects and effects of the present invention. Needless to say, the modifications and improvements are included in the contents of the present invention.

That is, the workpiece to be processed with the data processing system of the present invention is not limited to hydrogen, and may be a workpiece such as ethylene, propylene, and normal butene.
Furthermore, it is good also as a structure which processes the data of the measurement means which measures the various physical-property values of to-be-processed objects, such as temperature and a viscosity.

  In addition, the specific structure and shape in the implementation of the present invention may be other structures or the like as long as the object of the present invention can be achieved.

  INDUSTRIAL APPLICABILITY The present invention can be used for a data processing system that processes data of an object to be processed in a processing factory, a method thereof, and a plant.

It is a block diagram showing a schematic structure of a hydrogen plant concerning one embodiment of the present invention. It is a schematic diagram which shows schematic structure of the supply data in the said one Embodiment. It is a flowchart which shows the production | generation process of the to-be-processed data in A company-C company in the said one Embodiment. It is a flowchart which shows the production | generation process of the supply data in A company-C company in the said one Embodiment.

DESCRIPTION OF SYMBOLS 1 ... Hydrogen plant as a plant 2 ... 1st hydrogen generation consumption consumption factory as a processing factory 3 ... 2nd hydrogen generation consumption consumption factory as a processing factory 4 ... Hydrogen generation factory as a processing factory 21, 31, 41 ... Raw material generation 1st to 3rd hydrogen generating means as means 22, 32 ... 1st and 2nd hydrogen consuming means as raw material consuming means 50 ... Data processing system 51, 54, 57 ... 1st to 3rd data processing apparatus 61-66... First to sixth object data 511, 512, 541, 542, 571, 572 ... First to sixth measuring means 514, 516, 544, 546, 574, 576 ... Supply amount measuring means First to sixth supply flow meters 515, 517, 545, 547, 575, 577... First to sixth supply in-line analyzers 518, 548, 57 as composition ratio measuring means ... First to third standard clocks 519, 549, 579 as standard timing means 515, 550, 580 ... First, second and third as own factory data storage means Buffers 521, 551, 581... First, second and third data calculation means 671 also functioning as data transmitting means and data receiving means 671. Supply date data as measurement date data 672. Whole supply constituting measurement data Quantity data 673 ... Supply ratio data constituting measurement data

Claims (6)

A data processing system comprising a plurality of data processing devices provided respectively in a plurality of processing factories for processing a workpiece,
The data processing device includes:
A standard timekeeping means in which the date and time are adjusted to a standard clock;
Measuring means for measuring the workpiece;
Data generating means for generating workpiece data having measurement data measured by the measuring means and measurement date / time data relating to the measurement date / time of the measurement data timed by the standard time measuring means;
Own factory data storage means for storing the processing object data generated by the data generation means as own factory data;
Data transmission means for transmitting the workpiece data to all other data processing devices;
Data receiving means for receiving the processed object data generated by the data generating means of all the other data processing devices as other factory data;
A data processing system comprising: data calculation means for performing calculation using the measurement data of the own factory data and the measurement data of the other factory data. The data processing system of claim 1, wherein
At least one of the processing plants includes a raw material consumption means for consuming the raw material as the object to be processed,
At least one of the processing plants includes a raw material generating means for generating a raw material containing material containing the raw material and supplying the raw material containing means to the raw material consuming means,
The measuring means of the processing plant provided with the raw material generating means includes: a supply amount measuring means for measuring the supply amount of the raw material; and a composition ratio measuring means for measuring a composition ratio of components contained in the raw material content. Prepared,
The data calculation means of the processing plant provided with the raw material generation means supplies the raw material consumption means to the raw material consumption means based on the measurement data respectively measured by the supply amount measurement means and the composition ratio measurement means. A data processing system for calculating a supply amount of the predetermined component. A plurality of processing plants for processing workpieces;
A data processing system according to claim 1,
The plurality of data processing devices of the data processing system are provided in the plurality of processing factories, respectively. A processing plant provided with raw material consumption means for consuming the raw material as the object to be processed;
A processing plant provided with raw material generating means for generating a raw material-containing material containing the raw material and supplying the raw material containing means;
A data processing system according to claim 2. The plant according to claim 4,
The plant, wherein the raw material is hydrogen. A data processing method using a plurality of data processing devices respectively provided in a plurality of processing factories for processing a workpiece,
In the data processing device,
A standard timekeeping means in which the date and time are adjusted to a standard clock;
Measuring means for measuring the workpiece,
A data generation step of generating workpiece data having measurement data measured by the measurement unit and measurement date / time data related to the measurement date / time of the measurement data measured by the standard timing unit;
Own factory data storage process for storing the processing object data generated in this data generation process as own factory data;
A data transmission step of transmitting the workpiece data to all other data processing devices;
A data receiving step of receiving the processed object data generated in the data generating step of all the other data processing devices as other factory data;
A data processing method comprising: performing a data operation step of performing an operation using the measurement data of the own factory data and the measurement data of the other factory data.

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