The constructed model of the shearer fiber optic cable.
<p>The constructed model of the shearer fiber optic cable.</p>
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2025
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| _version_ | 1852023026974982144 |
|---|---|
| author | Lijuan Zhao (1387689) |
| author2 | Dongyang Wang (134365) Guocong Lin (20670952) Shuo Tian (4516609) Hongqiang Zhang (8616087) Yadong Wang (82064) |
| author2_role | author author author author author |
| author_facet | Lijuan Zhao (1387689) Dongyang Wang (134365) Guocong Lin (20670952) Shuo Tian (4516609) Hongqiang Zhang (8616087) Yadong Wang (82064) |
| author_role | author |
| dc.creator.none.fl_str_mv | Lijuan Zhao (1387689) Dongyang Wang (134365) Guocong Lin (20670952) Shuo Tian (4516609) Hongqiang Zhang (8616087) Yadong Wang (82064) |
| dc.date.none.fl_str_mv | 2025-02-04T18:32:48Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0318767.g009 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/figure/The_constructed_model_of_the_shearer_fiber_optic_cable_/28346074 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Biophysics Biological Sciences not elsewhere classified Information Systems not elsewhere classified temporal convolutional network operation often leads mean squared error mean absolute error dilated convolution operations assign adaptive weights cable conductors based complex operating conditions bidirectional information processing stress variation patterns div >< p term sequential features seattention ), referred improving cable management control conductor features shearer intelligent cables shearer cable control conductor term memory sequence information intelligent development bending conditions shearer cables seattention model seattention mechanism rmse ), power conductor key features input features traction speeds substantial influence shap value shap ). service life results show research shows posing risks paper proposes optical fiber novel approach model ’ mechanical properties mechanical fatigue mechanical characteristics maximum deviation frequent bending excitation attention equipment safety effectively enhancing conducted using coal mines capture long bilstm ), actual values accurately predicting |
| dc.title.none.fl_str_mv | The constructed model of the shearer fiber optic cable. |
| dc.type.none.fl_str_mv | Image Figure info:eu-repo/semantics/publishedVersion image |
| description | <p>The constructed model of the shearer fiber optic cable.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_8a8bba9ecedd097c7d1e7d2f718dd67f |
| identifier_str_mv | 10.1371/journal.pone.0318767.g009 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/28346074 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | The constructed model of the shearer fiber optic cable.Lijuan Zhao (1387689)Dongyang Wang (134365)Guocong Lin (20670952)Shuo Tian (4516609)Hongqiang Zhang (8616087)Yadong Wang (82064)BiophysicsBiological Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedtemporal convolutional networkoperation often leadsmean squared errormean absolute errordilated convolution operationsassign adaptive weightscable conductors basedcomplex operating conditionsbidirectional information processingstress variation patternsdiv >< pterm sequential featuresseattention ), referredimproving cable managementcontrol conductor featuresshearer intelligent cablesshearer cablecontrol conductorterm memorysequence informationintelligent developmentbending conditionsshearer cablesseattention modelseattention mechanismrmse ),power conductorkey featuresinput featurestraction speedssubstantial influenceshap valueshap ).service liferesults showresearch showsposing riskspaper proposesoptical fibernovel approachmodel ’mechanical propertiesmechanical fatiguemechanical characteristicsmaximum deviationfrequent bendingexcitation attentionequipment safetyeffectively enhancingconducted usingcoal minescapture longbilstm ),actual valuesaccurately predicting<p>The constructed model of the shearer fiber optic cable.</p>2025-02-04T18:32:48ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pone.0318767.g009https://figshare.com/articles/figure/The_constructed_model_of_the_shearer_fiber_optic_cable_/28346074CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/283460742025-02-04T18:32:48Z |
| spellingShingle | The constructed model of the shearer fiber optic cable. Lijuan Zhao (1387689) Biophysics Biological Sciences not elsewhere classified Information Systems not elsewhere classified temporal convolutional network operation often leads mean squared error mean absolute error dilated convolution operations assign adaptive weights cable conductors based complex operating conditions bidirectional information processing stress variation patterns div >< p term sequential features seattention ), referred improving cable management control conductor features shearer intelligent cables shearer cable control conductor term memory sequence information intelligent development bending conditions shearer cables seattention model seattention mechanism rmse ), power conductor key features input features traction speeds substantial influence shap value shap ). service life results show research shows posing risks paper proposes optical fiber novel approach model ’ mechanical properties mechanical fatigue mechanical characteristics maximum deviation frequent bending excitation attention equipment safety effectively enhancing conducted using coal mines capture long bilstm ), actual values accurately predicting |
| status_str | publishedVersion |
| title | The constructed model of the shearer fiber optic cable. |
| title_full | The constructed model of the shearer fiber optic cable. |
| title_fullStr | The constructed model of the shearer fiber optic cable. |
| title_full_unstemmed | The constructed model of the shearer fiber optic cable. |
| title_short | The constructed model of the shearer fiber optic cable. |
| title_sort | The constructed model of the shearer fiber optic cable. |
| topic | Biophysics Biological Sciences not elsewhere classified Information Systems not elsewhere classified temporal convolutional network operation often leads mean squared error mean absolute error dilated convolution operations assign adaptive weights cable conductors based complex operating conditions bidirectional information processing stress variation patterns div >< p term sequential features seattention ), referred improving cable management control conductor features shearer intelligent cables shearer cable control conductor term memory sequence information intelligent development bending conditions shearer cables seattention model seattention mechanism rmse ), power conductor key features input features traction speeds substantial influence shap value shap ). service life results show research shows posing risks paper proposes optical fiber novel approach model ’ mechanical properties mechanical fatigue mechanical characteristics maximum deviation frequent bending excitation attention equipment safety effectively enhancing conducted using coal mines capture long bilstm ), actual values accurately predicting |