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Intelligent manufacturing system and method based on data analysis

A technology of intelligent manufacturing and data analysis, applied in manufacturing computing systems, general control systems, control/regulation systems, etc., can solve problems such as unreasonable overall design, inconvenient use, inability to realize intelligent real-time monitoring and control, etc. Realize automatic control, reduce workload, and achieve the effect of big data analysis

Inactive Publication Date: 2020-09-15
上海悟景信息科技有限公司
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AI Technical Summary

Problems solved by technology

[0003] Due to the unreasonable overall design of the existing industrial automation control devices, intelligent real-time monitoring and control cannot be realized. The staff need to go to the scene to detect the operation of the equipment, so there are many inconvenient phenomena in use, so an industrial automation control is urgently needed device to solve the above problems

Method used

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  • Intelligent manufacturing system and method based on data analysis

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Comparison scheme
Effect test

Embodiment 1

[0020] Such as figure 1 As shown, an intelligent manufacturing system based on data analysis includes: a human-computer interaction module and a plurality of measurement and control modules. equipment; he also includes a dispatch center.

[0021] Further, the human-computer interaction module includes a host computer, an alarm, a display screen and a control panel, and the host computer is provided with a first controller, a data storage unit and a data analysis unit; the first controller uses To receive the industrial equipment operation data sent by the measurement and control module, and send control instructions to the measurement and control module; the data storage unit is used to store the operation data; the data analysis unit is used to analyze the operation data Carry out analysis and processing and judge the operating status of industrial equipment and whether to send control instructions according to the processing results; the alarm is used to give an alarm when ...

Embodiment 2

[0024] Embodiment 2: a kind of office automation control method, described method comprises: build the big data analysis platform that comprises sensor network data, controller data and manufacturing information system data based on Hadoop distributed platform; Use Apriori association rule under MapReduce framework The mining algorithm mines the constraint factors of planning and scheduling, and obtains the process sequence constraints, resource constraints, temporary process constraints and planning time constraints of the corresponding planning projects; according to the mining planning and scheduling constraints, the planning project cycle and The processing cycle of each process in the planned project and the start and finish time of the process are obtained, and finally the start and finish time of the planned project are obtained, and the planned project is scheduled according to the start and finish time.

[0025]Further, when mining the constraint factors, the specific ...

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Abstract

The embodiment of the invention provides an intelligent manufacturing system and method based on data analysis, and relates to the technical field of intelligent manufacturing. The system comprises aman-machine interaction module and a plurality of measurement and control modules, the man-machine interaction module is arranged in a monitoring center, and the plurality of measurement and control modules are arranged in different industrial equipment; the system further comprises a dispatching center. Data collection and big data analysis are achieved, parameter setting of industrial equipmentis optimized, overall stability of the industrial equipment is guaranteed, energy-saving and environment-friendly operation is achieved, and full-automatic control is achieved.

Description

technical field [0001] The present invention relates to the technical field of intelligent manufacturing, in particular to an intelligent manufacturing system and method based on data analysis. Background technique [0002] Industrial automation means that various parameters in industrial production are used for control purposes to achieve various process control. In the entire industrial production, manpower operations are minimized, and energy and various information other than animals can be fully utilized to carry out production work, that is, It is called industrial automation production, and the process that enables the industry to carry out automatic production is called industrial automation. [0003] Due to the unreasonable overall design of the existing industrial automation control devices, intelligent real-time monitoring and control cannot be realized. The staff need to go to the scene to detect the operation of the equipment, so there are many inconvenient phen...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G05B19/418G06Q50/04G06Q10/06G06F16/2458G06F16/248
CPCG05B19/41845G05B19/41865G05B19/418G06Q50/04G06Q10/06314G06F16/2465G06F16/248G06F2216/03Y02D10/00Y02P90/30Y02P80/10Y02P90/02
Inventor 胡鸣苏靖
Owner 上海悟景信息科技有限公司
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