Cyber Granular-Enabled Intelligent Sensing for High Performance Flocking Control in Continuous Flat Pressing System
The deviation type cyber of granular construction satisfies the multi-objective optimisation requirements of flexible process and agile production of MDF in intelligent manufacturing, and the ultimate goal is to realise the intelligent perception of cluster control of MDF continuous flat pressing sy...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10399777/ |
| _version_ | 1827011568461676544 |
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| author | Yaqiu Liu Yunlei Lv Adil Malik |
| author_facet | Yaqiu Liu Yunlei Lv Adil Malik |
| author_sort | Yaqiu Liu |
| collection | DOAJ |
| description | The deviation type cyber of granular construction satisfies the multi-objective optimisation requirements of flexible process and agile production of MDF in intelligent manufacturing, and the ultimate goal is to realise the intelligent perception of cluster control of MDF continuous flat pressing system. At present, the research on the formation mechanism of plate thickness deviation and quality control of deviation used to ensure product quality and improve production efficiency in MDF continuous flat pressing is an urgent problem to be solved in the forestry intelligent equipment industry, therefore, innovatively carried out research on the distributed control mode and deviation control collaborative method of MDF continuous hot pressing, and for the “constant thickness stage” of MDF continuous flat pressing process, the “viscoelastic multi-field control granularity” of MDF continuous flat pressing process is the best way to achieve intelligent sensing. “viscoelastic multi-field coupling distributed agile regulation and control problems, put forward a control grain structure based on the array of pressure cylinder, collaborative cluster control and intelligent perception technology of the fault type decision-making controller design scheme, designed three decision-making intelligent perception controller. By controlling the grain-driven intelligent perception technology, the data acquisition system of the position and pressure sensors of the MDF continuous flat pressing system carries out real-time monitoring and analysis of the various indicators of the sheet; the actual production test shows that the scheme has high feasibility and practicability, and the accurate quality control can improve the quality and efficiency of MDF sheet production. |
| first_indexed | 2024-04-24T18:55:15Z |
| format | Article |
| id | doaj.art-796fcca3581642d09986354da89c7a5c |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2025-02-18T13:23:07Z |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-796fcca3581642d09986354da89c7a5c2024-10-31T23:00:22ZengIEEEIEEE Access2169-35362024-01-0112412344124610.1109/ACCESS.2024.335376810399777Cyber Granular-Enabled Intelligent Sensing for High Performance Flocking Control in Continuous Flat Pressing SystemYaqiu Liu0Yunlei Lv1https://orcid.org/0000-0001-9733-2615Adil Malik2https://orcid.org/0000-0002-0483-3494College of Computer and Control Engineering, Northeast Forestry University, Harbin, ChinaCollege of Computer and Control Engineering, Northeast Forestry University, Harbin, ChinaDepartment of Engineering Sciences, National University of Sciences & Technology, Islamabad, PakistanThe deviation type cyber of granular construction satisfies the multi-objective optimisation requirements of flexible process and agile production of MDF in intelligent manufacturing, and the ultimate goal is to realise the intelligent perception of cluster control of MDF continuous flat pressing system. At present, the research on the formation mechanism of plate thickness deviation and quality control of deviation used to ensure product quality and improve production efficiency in MDF continuous flat pressing is an urgent problem to be solved in the forestry intelligent equipment industry, therefore, innovatively carried out research on the distributed control mode and deviation control collaborative method of MDF continuous hot pressing, and for the “constant thickness stage” of MDF continuous flat pressing process, the “viscoelastic multi-field control granularity” of MDF continuous flat pressing process is the best way to achieve intelligent sensing. “viscoelastic multi-field coupling distributed agile regulation and control problems, put forward a control grain structure based on the array of pressure cylinder, collaborative cluster control and intelligent perception technology of the fault type decision-making controller design scheme, designed three decision-making intelligent perception controller. By controlling the grain-driven intelligent perception technology, the data acquisition system of the position and pressure sensors of the MDF continuous flat pressing system carries out real-time monitoring and analysis of the various indicators of the sheet; the actual production test shows that the scheme has high feasibility and practicability, and the accurate quality control can improve the quality and efficiency of MDF sheet production.https://ieeexplore.ieee.org/document/10399777/MDFcontinuous flat pressing systemcyber granula-enabledflocking controlintelligent sensingquality control |
| spellingShingle | Yaqiu Liu Yunlei Lv Adil Malik Cyber Granular-Enabled Intelligent Sensing for High Performance Flocking Control in Continuous Flat Pressing System IEEE Access MDF continuous flat pressing system cyber granula-enabled flocking control intelligent sensing quality control |
| title | Cyber Granular-Enabled Intelligent Sensing for High Performance Flocking Control in Continuous Flat Pressing System |
| title_full | Cyber Granular-Enabled Intelligent Sensing for High Performance Flocking Control in Continuous Flat Pressing System |
| title_fullStr | Cyber Granular-Enabled Intelligent Sensing for High Performance Flocking Control in Continuous Flat Pressing System |
| title_full_unstemmed | Cyber Granular-Enabled Intelligent Sensing for High Performance Flocking Control in Continuous Flat Pressing System |
| title_short | Cyber Granular-Enabled Intelligent Sensing for High Performance Flocking Control in Continuous Flat Pressing System |
| title_sort | cyber granular enabled intelligent sensing for high performance flocking control in continuous flat pressing system |
| topic | MDF continuous flat pressing system cyber granula-enabled flocking control intelligent sensing quality control |
| url | https://ieeexplore.ieee.org/document/10399777/ |
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