CN111483125A - 一种用于注塑机的液压故障预警*** - Google Patents
一种用于注塑机的液压故障预警*** Download PDFInfo
- Publication number
- CN111483125A CN111483125A CN202010283000.2A CN202010283000A CN111483125A CN 111483125 A CN111483125 A CN 111483125A CN 202010283000 A CN202010283000 A CN 202010283000A CN 111483125 A CN111483125 A CN 111483125A
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- Prior art keywords
- injection molding
- molding machine
- data
- fault
- early warning
- Prior art date
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- 238000001746 injection moulding Methods 0.000 title claims abstract description 99
- 238000004458 analytical method Methods 0.000 claims abstract description 22
- 238000012545 processing Methods 0.000 claims abstract description 13
- 238000013079 data visualisation Methods 0.000 claims abstract description 4
- 238000012544 monitoring process Methods 0.000 claims abstract 2
- 238000000034 method Methods 0.000 claims description 33
- 238000012549 training Methods 0.000 claims description 13
- 238000006073 displacement reaction Methods 0.000 claims description 9
- 230000003044 adaptive effect Effects 0.000 claims description 8
- 238000002347 injection Methods 0.000 claims description 8
- 239000007924 injection Substances 0.000 claims description 8
- 238000013500 data storage Methods 0.000 claims description 6
- 238000000513 principal component analysis Methods 0.000 claims description 6
- 230000001960 triggered effect Effects 0.000 claims description 6
- 238000010801 machine learning Methods 0.000 claims description 5
- 230000005540 biological transmission Effects 0.000 claims description 4
- 238000004364 calculation method Methods 0.000 claims description 4
- 238000007781 pre-processing Methods 0.000 claims description 4
- 230000001133 acceleration Effects 0.000 claims description 3
- 230000000875 corresponding effect Effects 0.000 claims description 3
- 230000007613 environmental effect Effects 0.000 abstract 1
- 230000036314 physical performance Effects 0.000 abstract 1
- 239000000243 solution Substances 0.000 abstract 1
- 238000003745 diagnosis Methods 0.000 description 10
- 238000010586 diagram Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 230000007547 defect Effects 0.000 description 2
- 238000007689 inspection Methods 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 238000006243 chemical reaction Methods 0.000 description 1
- 230000003111 delayed effect Effects 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 239000002861 polymer material Substances 0.000 description 1
- 238000012805 post-processing Methods 0.000 description 1
- 238000013024 troubleshooting Methods 0.000 description 1
Images
Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C45/00—Injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould; Apparatus therefor
- B29C45/17—Component parts, details or accessories; Auxiliary operations
- B29C45/76—Measuring, controlling or regulating
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C2945/00—Indexing scheme relating to injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould
- B29C2945/76—Measuring, controlling or regulating
- B29C2945/76929—Controlling method
- B29C2945/76939—Using stored or historical data sets
- B29C2945/76943—Using stored or historical data sets compare with thresholds
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C2945/00—Indexing scheme relating to injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould
- B29C2945/76—Measuring, controlling or regulating
- B29C2945/76929—Controlling method
- B29C2945/76939—Using stored or historical data sets
- B29C2945/76949—Using stored or historical data sets using a learning system, i.e. the system accumulates experience from previous occurrences, e.g. adaptive control
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C2945/00—Indexing scheme relating to injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould
- B29C2945/76—Measuring, controlling or regulating
- B29C2945/76929—Controlling method
- B29C2945/76973—By counting
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B29—WORKING OF PLASTICS; WORKING OF SUBSTANCES IN A PLASTIC STATE IN GENERAL
- B29C—SHAPING OR JOINING OF PLASTICS; SHAPING OF MATERIAL IN A PLASTIC STATE, NOT OTHERWISE PROVIDED FOR; AFTER-TREATMENT OF THE SHAPED PRODUCTS, e.g. REPAIRING
- B29C2945/00—Indexing scheme relating to injection moulding, i.e. forcing the required volume of moulding material through a nozzle into a closed mould
- B29C2945/76—Measuring, controlling or regulating
- B29C2945/76929—Controlling method
- B29C2945/76993—Remote, e.g. LAN, wireless LAN
Landscapes
- Engineering & Computer Science (AREA)
- Manufacturing & Machinery (AREA)
- Mechanical Engineering (AREA)
- Injection Moulding Of Plastics Or The Like (AREA)
Abstract
Description
Claims (10)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010283000.2A CN111483125A (zh) | 2020-04-08 | 2020-04-08 | 一种用于注塑机的液压故障预警*** |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202010283000.2A CN111483125A (zh) | 2020-04-08 | 2020-04-08 | 一种用于注塑机的液压故障预警*** |
Publications (1)
Publication Number | Publication Date |
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CN111483125A true CN111483125A (zh) | 2020-08-04 |
Family
ID=71790097
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
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CN202010283000.2A Pending CN111483125A (zh) | 2020-04-08 | 2020-04-08 | 一种用于注塑机的液压故障预警*** |
Country Status (1)
Country | Link |
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CN (1) | CN111483125A (zh) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN113239956A (zh) * | 2021-04-08 | 2021-08-10 | 深圳市银宝山新科技股份有限公司 | 注塑模具状态诊断方法、装置、计算机设备及存储介质 |
CN113696454A (zh) * | 2021-10-28 | 2021-11-26 | 南通三信塑胶装备科技股份有限公司 | 一种基于人工智能的挤塑设备故障预警方法及*** |
CN116561693A (zh) * | 2023-05-26 | 2023-08-08 | 工业富联(佛山)产业示范基地有限公司 | 注塑机异常确定方法、电子设备及存储介质 |
CN117312879A (zh) * | 2023-11-09 | 2023-12-29 | 江门塚田正川科技有限公司 | 一种注塑机生产数据监督预警方法、***及介质 |
-
2020
- 2020-04-08 CN CN202010283000.2A patent/CN111483125A/zh active Pending
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN113239956A (zh) * | 2021-04-08 | 2021-08-10 | 深圳市银宝山新科技股份有限公司 | 注塑模具状态诊断方法、装置、计算机设备及存储介质 |
CN113239956B (zh) * | 2021-04-08 | 2024-01-19 | 深圳市银宝山新科技股份有限公司 | 注塑模具状态诊断方法、装置、计算机设备及存储介质 |
CN113696454A (zh) * | 2021-10-28 | 2021-11-26 | 南通三信塑胶装备科技股份有限公司 | 一种基于人工智能的挤塑设备故障预警方法及*** |
CN116561693A (zh) * | 2023-05-26 | 2023-08-08 | 工业富联(佛山)产业示范基地有限公司 | 注塑机异常确定方法、电子设备及存储介质 |
CN117312879A (zh) * | 2023-11-09 | 2023-12-29 | 江门塚田正川科技有限公司 | 一种注塑机生产数据监督预警方法、***及介质 |
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Address after: 9 / F, building C9, No.19, Lane 299, Guanghua Road, high tech Zone, Ningbo City, Zhejiang Province Applicant after: Ningbo Zhongke Information Technology Application Research Institute (Ningbo Artificial Intelligence Industry Research Institute) Applicant after: Ningbo Zhongke Integrated Circuit Design Center Co.,Ltd. Address before: 9 / F, building C9, No.19, Lane 299, Guanghua Road, high tech Zone, Ningbo City, Zhejiang Province Applicant before: NINGBO INSTITUTE OF INFORMATION TECHNOLOGY APPLICATION, CAS Applicant before: Ningbo Zhongke Integrated Circuit Design Center Co.,Ltd. |
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WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20200804 |
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WD01 | Invention patent application deemed withdrawn after publication |