FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897555878> ?p ?o ?g. }

• W2897555878 abstract "Thermal error caused by the thermal deformation of computer numerical control (CNC) machine tools is one of the main factors to affect the machining accuracy. With monitoring data of the temperature field, establishing data-driven thermal error model is considered as a more convenient, effective and cost-efficient way to reduce the thermal error. As a matter of fact, it is very difficult to develop a thermal error model with perfect generalization adapting to different working conditions of machining tools. In this paper, a method of an ensemble modeling (EM) based on Convolution Neural Network (CNN) and Back Propagation (BP) Neural Network for modeling thermal error is presented. This ensemble model takes full advantages of two different neural networks, namely CNN having self-extracting feature to solve collinear problem in temperature field and BP can process heat source to thermal error by mapping nonlinear function, then combined into a EM. To demonstrate the effectiveness of the proposed model, an experiment platform was set up based on a heavy-duty CNC machine tool. The results show that the proposed model achieves better accuracy and strong robustness in comparison with only with BP network and CNN network respectively." @default.
• W2897555878 created "2018-10-26" @default.
• W2897555878 creator A5022098811 @default.
• W2897555878 creator A5056411031 @default.
• W2897555878 creator A5060107207 @default.
• W2897555878 creator A5064639473 @default.
• W2897555878 creator A5066937722 @default.
• W2897555878 date "2018-01-01" @default.
• W2897555878 modified "2023-10-06" @default.
• W2897555878 title "An Ensemble Modeling for Thermal Error of CNC Machine Tools" @default.
• W2897555878 cites W1000342728 @default.
• W2897555878 cites W2001572268 @default.
• W2897555878 cites W2002741098 @default.
• W2897555878 cites W2015493904 @default.
• W2897555878 cites W2025691834 @default.
• W2897555878 cites W2030111114 @default.
• W2897555878 cites W2031190355 @default.
• W2897555878 cites W2036429389 @default.
• W2897555878 cites W2042958418 @default.
• W2897555878 cites W2067663090 @default.
• W2897555878 cites W2082692247 @default.
• W2897555878 cites W2083228497 @default.
• W2897555878 cites W2135293965 @default.
• W2897555878 cites W2139354802 @default.
• W2897555878 cites W2242576166 @default.
• W2897555878 cites W2576629868 @default.
• W2897555878 cites W2609731728 @default.
• W2897555878 cites W2765186183 @default.
• W2897555878 cites W4255376955 @default.
• W2897555878 doi "https://doi.org/10.1007/978-981-13-2853-4_9" @default.
• W2897555878 hasPublicationYear "2018" @default.
• W2897555878 type Work @default.
• W2897555878 sameAs 2897555878 @default.
• W2897555878 citedByCount "0" @default.
• W2897555878 crossrefType "book-chapter" @default.
• W2897555878 hasAuthorship W2897555878A5022098811 @default.
• W2897555878 hasAuthorship W2897555878A5056411031 @default.
• W2897555878 hasAuthorship W2897555878A5060107207 @default.
• W2897555878 hasAuthorship W2897555878A5064639473 @default.
• W2897555878 hasAuthorship W2897555878A5066937722 @default.
• W2897555878 hasConcept C104317684 @default.
• W2897555878 hasConcept C11413529 @default.
• W2897555878 hasConcept C121332964 @default.
• W2897555878 hasConcept C127413603 @default.
• W2897555878 hasConcept C153294291 @default.
• W2897555878 hasConcept C154945302 @default.
• W2897555878 hasConcept C175457265 @default.
• W2897555878 hasConcept C185592680 @default.
• W2897555878 hasConcept C202444582 @default.
• W2897555878 hasConcept C204530211 @default.
• W2897555878 hasConcept C33923547 @default.
• W2897555878 hasConcept C41008148 @default.
• W2897555878 hasConcept C50644808 @default.
• W2897555878 hasConcept C523214423 @default.
• W2897555878 hasConcept C55493867 @default.
• W2897555878 hasConcept C5941749 @default.
• W2897555878 hasConcept C63479239 @default.
• W2897555878 hasConcept C78519656 @default.
• W2897555878 hasConcept C81363708 @default.
• W2897555878 hasConcept C9652623 @default.
• W2897555878 hasConceptScore W2897555878C104317684 @default.
• W2897555878 hasConceptScore W2897555878C11413529 @default.
• W2897555878 hasConceptScore W2897555878C121332964 @default.
• W2897555878 hasConceptScore W2897555878C127413603 @default.
• W2897555878 hasConceptScore W2897555878C153294291 @default.
• W2897555878 hasConceptScore W2897555878C154945302 @default.
• W2897555878 hasConceptScore W2897555878C175457265 @default.
• W2897555878 hasConceptScore W2897555878C185592680 @default.
• W2897555878 hasConceptScore W2897555878C202444582 @default.
• W2897555878 hasConceptScore W2897555878C204530211 @default.
• W2897555878 hasConceptScore W2897555878C33923547 @default.
• W2897555878 hasConceptScore W2897555878C41008148 @default.
• W2897555878 hasConceptScore W2897555878C50644808 @default.
• W2897555878 hasConceptScore W2897555878C523214423 @default.
• W2897555878 hasConceptScore W2897555878C55493867 @default.
• W2897555878 hasConceptScore W2897555878C5941749 @default.
• W2897555878 hasConceptScore W2897555878C63479239 @default.
• W2897555878 hasConceptScore W2897555878C78519656 @default.
• W2897555878 hasConceptScore W2897555878C81363708 @default.
• W2897555878 hasConceptScore W2897555878C9652623 @default.
• W2897555878 hasLocation W28975558781 @default.
• W2897555878 hasOpenAccess W2897555878 @default.
• W2897555878 hasPrimaryLocation W28975558781 @default.
• W2897555878 hasRelatedWork W1826847759 @default.
• W2897555878 hasRelatedWork W1963913935 @default.
• W2897555878 hasRelatedWork W2005044856 @default.
• W2897555878 hasRelatedWork W2008793052 @default.
• W2897555878 hasRelatedWork W2021141593 @default.
• W2897555878 hasRelatedWork W2090432484 @default.
• W2897555878 hasRelatedWork W2093528631 @default.
• W2897555878 hasRelatedWork W2131949901 @default.
• W2897555878 hasRelatedWork W2348475883 @default.
• W2897555878 hasRelatedWork W2349325687 @default.
• W2897555878 hasRelatedWork W2355710578 @default.
• W2897555878 hasRelatedWork W2377915711 @default.
• W2897555878 hasRelatedWork W2382628980 @default.
• W2897555878 hasRelatedWork W2387709789 @default.
• W2897555878 hasRelatedWork W2542168332 @default.
• W2897555878 hasRelatedWork W2904688040 @default.
• W2897555878 hasRelatedWork W2997736905 @default.

• next