Results 1 to 10 of about 12,778 (269)

Optimization method for complex surface partitioning and cutting parameters in 5-axis machining [PDF]

open access: yesMATEC Web of Conferences, 2022
For complex surfaces with variable geometric features and high processing requirements, the current stage still uses more conservative machining cutting parameters to generate five-axis machining tool positions, which inevitably leads to some parts not ...
Chen Liangji   +3 more
doaj   +1 more source

A Comprehensive Failure Risk Assessment Method of Machining Center Component Based on Topology Analysis

open access: yesApplied Sciences, 2022
The risk assessment of the failure mode of the traditional machining center component rarely considers the topological characteristics of the system and the influence of propagation risks, which makes the failure risk assessment results biased. Therefore,
Liming Mu, Yingzhi Zhang, Guiming Guo
doaj   +1 more source

An Analytic Center Machine [PDF]

open access: yesMachine Learning, 2002
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Trafalis, Theodore B.   +1 more
openaire   +2 more sources

Risk Evaluation Method Based on Fault Propagation and Diffusion

open access: yesMathematics, 2023
The high reliability demand of the machining center emphasizes the accuracy of the fault risk evaluation. In the traditional fault risk evaluation research of the machining center, the influence of fault mode is mostly based on subjective recommendation ...
Liming Mu, Yingzhi Zhang, Qiyan Zhang
doaj   +1 more source

Development of the spindle shaft for machining center using high thermal conductivity material

open access: yesJournal of Advanced Mechanical Design, Systems, and Manufacturing, 2023
Due to the high precision and high speed of spindles for machining centers, thermal issues cannot be avoided. The temperature rises of the spindle shaft, which is the rotating component, causes issues such as increased thermal displacement in the tool ...
Shingo KAJIKAWA   +3 more
doaj   +1 more source

Motion error estimation of linear interpolation cutter path of machining center produced by NC linear acceleration/deceleration processing

open access: yesNihon Kikai Gakkai ronbunshu, 2023
From the machining center (MC) user’s point of view, the authors propose a practical approach to estimate the trajectory error of a linear interpolation cutter path produced by the linear acceleration/deceleration (Acc/Dec) processing for a target MC in ...
Hua QIU   +2 more
doaj   +1 more source

Optimized Design of Precision EDM Machine Tool based on CAE Simulation and Modal Testing Technology [PDF]

open access: yesE3S Web of Conferences, 2021
For precision EDM equipment, in addition to the static stiffness of the body of the machine, the dynamic characteristics of the body and the ambient temperature are also the key factors that affect the machining accuracy of the workpieces. In this paper,
Liu Jianyong   +3 more
doaj   +1 more source

Anomaly Detection in Machining Centers Based on Graph Diffusion-Hierarchical Neighbor Aggregation Networks

open access: yesApplied Sciences, 2023
Inlight of the extensive utilization of automated machining centers, the operation and maintenance level and efficiency of machining centers require further enhancement.
Jiewen Huang, Ying Yang
doaj   +1 more source

Multiaxis Machining: PKMs and Traditional Machining Centers

open access: yesJournal of Manufacturing Processes, 2000
Since the first CNC-type hexapod machine tool prototypes were presented at the 1994 International Machine Tool Show (IMTS) in Chicago, much debate has ensued on whether or not these machine tools will ever reach the place where they challenge traditional machining centers.
ITIA-CNR (Institute of Industrial Technologies and Automation, National Research Council of Italy), Milan, Italy ( host institution )   +2 more
openaire   +3 more sources

Visual Analytics for Human-Centered Machine Learning [PDF]

open access: yesIEEE Computer Graphics and Applications, 2022
We introduce a new research area in visual analytics (VA) aiming to bridge existing gaps between methods of interactive machine learning (ML) and eXplainable Artificial Intelligence (XAI), on one side, and human minds, on the other side. The gaps are, first, a conceptual mismatch between ML/XAI outputs and human mental models and ways of reasoning, and
Andrienko, N.   +4 more
openaire   +3 more sources

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