Cutter state monitoring method, device, computer equipment and system
The invention provides a cutter state monitoring method and device, computer equipment and a system, and relates to the technical field of computers. The method comprises the following steps: acquiring a plurality of vibration signals of a cutter in a preset time period, and performing various analy...
Gespeichert in:
| Hauptverfasser: | , , , , , , , , , , , |
|---|---|
| Format: | Patent |
| Sprache: | chi ; eng |
| Schlagworte: | |
| Online-Zugang: | Volltext bestellen |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | |
|---|---|
| container_issue | |
| container_start_page | |
| container_title | |
| container_volume | |
| creator | SHAO PU ZHU LIXIN WU SHUANGFENG SHEN HANG GUO YUANDONG YI BIN WU HENG ASSIF YUAN YIBO CHEN ZHIGANG WU LINJIE YU QIANBO |
| description | The invention provides a cutter state monitoring method and device, computer equipment and a system, and relates to the technical field of computers. The method comprises the following steps: acquiring a plurality of vibration signals of a cutter in a preset time period, and performing various analysis processing on the plurality of vibration signals to obtain multi-dimensional wear characteristics of the cutter; and a preset trained tool state monitoring model is adopted to process the multi-dimensional wear characteristics, the wear state of the tool is determined, and the tool state monitoring model is obtained by training the multi-dimensional sample wear characteristics and the sample wear state corresponding to the sample vibration signals in a preset mode. The tool breaking risk of the tool can be found in time, the operation safety is guaranteed, and the production efficiency is improved.
本申请提供一种刀具状态监测方法、装置、计算机设备及系统，涉及计算机技术领域。该方法包括：获取刀具在预设时间段内的多个振动信号，对多个振动信号进行多种分析处理，得到刀具的多维磨损特征；采用预设训练的刀具状态监测模型，对多维磨损特征 |
| format | Patent |
| fullrecord | <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_CN114986258A</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>CN114986258A</sourcerecordid><originalsourceid>FETCH-epo_espacenet_CN114986258A3</originalsourceid><addsrcrecordid>eNqNyr0KwjAUBtAsDqK-w3WvQ_2jHUuoODm5l5B81oC5ic2N4NuL4AM4neXMVa-LCCbKYgQUInuJk-eRAuQeXUUOL29RkY0hle_Es_gUwEKGHeV3FoSlmt3MI2P1c6HWp_6qzxukOCAnY8GQQV_qet82x-2h6Xb_nA8UTjOK</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>Cutter state monitoring method, device, computer equipment and system</title><source>esp@cenet</source><creator>SHAO PU ; ZHU LIXIN ; WU SHUANGFENG ; SHEN HANG ; GUO YUANDONG ; YI BIN ; WU HENG ; ASSIF ; YUAN YIBO ; CHEN ZHIGANG ; WU LINJIE ; YU QIANBO</creator><creatorcontrib>SHAO PU ; ZHU LIXIN ; WU SHUANGFENG ; SHEN HANG ; GUO YUANDONG ; YI BIN ; WU HENG ; ASSIF ; YUAN YIBO ; CHEN ZHIGANG ; WU LINJIE ; YU QIANBO</creatorcontrib><description>The invention provides a cutter state monitoring method and device, computer equipment and a system, and relates to the technical field of computers. The method comprises the following steps: acquiring a plurality of vibration signals of a cutter in a preset time period, and performing various analysis processing on the plurality of vibration signals to obtain multi-dimensional wear characteristics of the cutter; and a preset trained tool state monitoring model is adopted to process the multi-dimensional wear characteristics, the wear state of the tool is determined, and the tool state monitoring model is obtained by training the multi-dimensional sample wear characteristics and the sample wear state corresponding to the sample vibration signals in a preset mode. The tool breaking risk of the tool can be found in time, the operation safety is guaranteed, and the production efficiency is improved.
本申请提供一种刀具状态监测方法、装置、计算机设备及系统，涉及计算机技术领域。该方法包括：获取刀具在预设时间段内的多个振动信号，对多个振动信号进行多种分析处理，得到刀具的多维磨损特征；采用预设训练的刀具状态监测模型，对多维磨损特征</description><language>chi ; eng</language><subject>COMBINATIONS OR ASSOCIATIONS OF METAL-WORKING MACHINES, NOTDIRECTED TO A PARTICULAR RESULT ; DETAILS, COMPONENTS, OR ACCESSORIES FOR MACHINE TOOLS, e.g.ARRANGEMENTS FOR COPYING OR CONTROLLING ; MACHINE TOOLS ; MACHINE TOOLS IN GENERAL CHARACTERISED BY THE CONSTRUCTION OFPARTICULAR DETAILS OR COMPONENTS ; METAL-WORKING NOT OTHERWISE PROVIDED FOR ; PERFORMING OPERATIONS ; TRANSPORTING</subject><creationdate>2022</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20220902&DB=EPODOC&CC=CN&NR=114986258A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,778,883,25551,76302</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20220902&DB=EPODOC&CC=CN&NR=114986258A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>SHAO PU</creatorcontrib><creatorcontrib>ZHU LIXIN</creatorcontrib><creatorcontrib>WU SHUANGFENG</creatorcontrib><creatorcontrib>SHEN HANG</creatorcontrib><creatorcontrib>GUO YUANDONG</creatorcontrib><creatorcontrib>YI BIN</creatorcontrib><creatorcontrib>WU HENG</creatorcontrib><creatorcontrib>ASSIF</creatorcontrib><creatorcontrib>YUAN YIBO</creatorcontrib><creatorcontrib>CHEN ZHIGANG</creatorcontrib><creatorcontrib>WU LINJIE</creatorcontrib><creatorcontrib>YU QIANBO</creatorcontrib><title>Cutter state monitoring method, device, computer equipment and system</title><description>The invention provides a cutter state monitoring method and device, computer equipment and a system, and relates to the technical field of computers. The method comprises the following steps: acquiring a plurality of vibration signals of a cutter in a preset time period, and performing various analysis processing on the plurality of vibration signals to obtain multi-dimensional wear characteristics of the cutter; and a preset trained tool state monitoring model is adopted to process the multi-dimensional wear characteristics, the wear state of the tool is determined, and the tool state monitoring model is obtained by training the multi-dimensional sample wear characteristics and the sample wear state corresponding to the sample vibration signals in a preset mode. The tool breaking risk of the tool can be found in time, the operation safety is guaranteed, and the production efficiency is improved.
本申请提供一种刀具状态监测方法、装置、计算机设备及系统，涉及计算机技术领域。该方法包括：获取刀具在预设时间段内的多个振动信号，对多个振动信号进行多种分析处理，得到刀具的多维磨损特征；采用预设训练的刀具状态监测模型，对多维磨损特征</description><subject>COMBINATIONS OR ASSOCIATIONS OF METAL-WORKING MACHINES, NOTDIRECTED TO A PARTICULAR RESULT</subject><subject>DETAILS, COMPONENTS, OR ACCESSORIES FOR MACHINE TOOLS, e.g.ARRANGEMENTS FOR COPYING OR CONTROLLING</subject><subject>MACHINE TOOLS</subject><subject>MACHINE TOOLS IN GENERAL CHARACTERISED BY THE CONSTRUCTION OFPARTICULAR DETAILS OR COMPONENTS</subject><subject>METAL-WORKING NOT OTHERWISE PROVIDED FOR</subject><subject>PERFORMING OPERATIONS</subject><subject>TRANSPORTING</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2022</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNyr0KwjAUBtAsDqK-w3WvQ_2jHUuoODm5l5B81oC5ic2N4NuL4AM4neXMVa-LCCbKYgQUInuJk-eRAuQeXUUOL29RkY0hle_Es_gUwEKGHeV3FoSlmt3MI2P1c6HWp_6qzxukOCAnY8GQQV_qet82x-2h6Xb_nA8UTjOK</recordid><startdate>20220902</startdate><enddate>20220902</enddate><creator>SHAO PU</creator><creator>ZHU LIXIN</creator><creator>WU SHUANGFENG</creator><creator>SHEN HANG</creator><creator>GUO YUANDONG</creator><creator>YI BIN</creator><creator>WU HENG</creator><creator>ASSIF</creator><creator>YUAN YIBO</creator><creator>CHEN ZHIGANG</creator><creator>WU LINJIE</creator><creator>YU QIANBO</creator><scope>EVB</scope></search><sort><creationdate>20220902</creationdate><title>Cutter state monitoring method, device, computer equipment and system</title><author>SHAO PU ; ZHU LIXIN ; WU SHUANGFENG ; SHEN HANG ; GUO YUANDONG ; YI BIN ; WU HENG ; ASSIF ; YUAN YIBO ; CHEN ZHIGANG ; WU LINJIE ; YU QIANBO</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_CN114986258A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>chi ; eng</language><creationdate>2022</creationdate><topic>COMBINATIONS OR ASSOCIATIONS OF METAL-WORKING MACHINES, NOTDIRECTED TO A PARTICULAR RESULT</topic><topic>DETAILS, COMPONENTS, OR ACCESSORIES FOR MACHINE TOOLS, e.g.ARRANGEMENTS FOR COPYING OR CONTROLLING</topic><topic>MACHINE TOOLS</topic><topic>MACHINE TOOLS IN GENERAL CHARACTERISED BY THE CONSTRUCTION OFPARTICULAR DETAILS OR COMPONENTS</topic><topic>METAL-WORKING NOT OTHERWISE PROVIDED FOR</topic><topic>PERFORMING OPERATIONS</topic><topic>TRANSPORTING</topic><toplevel>online_resources</toplevel><creatorcontrib>SHAO PU</creatorcontrib><creatorcontrib>ZHU LIXIN</creatorcontrib><creatorcontrib>WU SHUANGFENG</creatorcontrib><creatorcontrib>SHEN HANG</creatorcontrib><creatorcontrib>GUO YUANDONG</creatorcontrib><creatorcontrib>YI BIN</creatorcontrib><creatorcontrib>WU HENG</creatorcontrib><creatorcontrib>ASSIF</creatorcontrib><creatorcontrib>YUAN YIBO</creatorcontrib><creatorcontrib>CHEN ZHIGANG</creatorcontrib><creatorcontrib>WU LINJIE</creatorcontrib><creatorcontrib>YU QIANBO</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>SHAO PU</au><au>ZHU LIXIN</au><au>WU SHUANGFENG</au><au>SHEN HANG</au><au>GUO YUANDONG</au><au>YI BIN</au><au>WU HENG</au><au>ASSIF</au><au>YUAN YIBO</au><au>CHEN ZHIGANG</au><au>WU LINJIE</au><au>YU QIANBO</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Cutter state monitoring method, device, computer equipment and system</title><date>2022-09-02</date><risdate>2022</risdate><abstract>The invention provides a cutter state monitoring method and device, computer equipment and a system, and relates to the technical field of computers. The method comprises the following steps: acquiring a plurality of vibration signals of a cutter in a preset time period, and performing various analysis processing on the plurality of vibration signals to obtain multi-dimensional wear characteristics of the cutter; and a preset trained tool state monitoring model is adopted to process the multi-dimensional wear characteristics, the wear state of the tool is determined, and the tool state monitoring model is obtained by training the multi-dimensional sample wear characteristics and the sample wear state corresponding to the sample vibration signals in a preset mode. The tool breaking risk of the tool can be found in time, the operation safety is guaranteed, and the production efficiency is improved.
本申请提供一种刀具状态监测方法、装置、计算机设备及系统，涉及计算机技术领域。该方法包括：获取刀具在预设时间段内的多个振动信号，对多个振动信号进行多种分析处理，得到刀具的多维磨损特征；采用预设训练的刀具状态监测模型，对多维磨损特征</abstract><oa>free_for_read</oa></addata></record> |
| fulltext | fulltext_linktorsrc |
| identifier | |
| ispartof | |
| issn | |
| language | chi ; eng |
| recordid | cdi_epo_espacenet_CN114986258A |
| source | esp@cenet |
| subjects | COMBINATIONS OR ASSOCIATIONS OF METAL-WORKING MACHINES, NOTDIRECTED TO A PARTICULAR RESULT DETAILS, COMPONENTS, OR ACCESSORIES FOR MACHINE TOOLS, e.g.ARRANGEMENTS FOR COPYING OR CONTROLLING MACHINE TOOLS MACHINE TOOLS IN GENERAL CHARACTERISED BY THE CONSTRUCTION OFPARTICULAR DETAILS OR COMPONENTS METAL-WORKING NOT OTHERWISE PROVIDED FOR PERFORMING OPERATIONS TRANSPORTING |
| title | Cutter state monitoring method, device, computer equipment and system |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-16T02%3A29%3A49IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-epo_EVB&rft_val_fmt=info:ofi/fmt:kev:mtx:patent&rft.genre=patent&rft.au=SHAO%20PU&rft.date=2022-09-02&rft_id=info:doi/&rft_dat=%3Cepo_EVB%3ECN114986258A%3C/epo_EVB%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |