...点优化；鲁棒建模；热误差补偿；神经网络 [gap=822]Keywords：NC machine too l；Measure point optimization；Robust modeling；Therm al error compensation；Neural network ...
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Outliers Diagnosis and Robust Modeling 异常值点诊断与稳健建模
Robust Methods for Regression Modeling 回归建模中的稳健方法
robust adaptive modeling 鲁棒自适应建模
Experiment research for robust modeling of thermal error is carried, and real-time compensation of thermal error is applied for turning center.
进行热误差鲁棒建模的试验研究,实施热误差实时补偿在车削中心上的应用。
参考来源 - 数控机床热误差建模新方法及其应用研究Both of them compensate each other, and the method performs effectively. The thesis applies the robust modeling to the learning of RBF mentioned above, which improves the robustness of model to the outlier.
其中，将稳健建模的方法应用于前面提到的径向基网络的学习中，从而进一步提高了模型对局外点的鲁棒性。
参考来源 - 化学化工数据局外点检测及其应用·2,447,543篇论文数据，部分数据来源于NoteExpress
Together, enterprise modeling and robust modeling tools are making SOA a reality.
企业建模和健壮的建模工具一起使 SOA 成为了现实。
In this paper, two new methods of thermal error robust modeling for NC machine tools are proposed: one is the comprehensive extreme value method, the other is the optimal experiment design method.
提出数控机床热误差鲁棒建模的综合极值法和优化试验设计法两种新方法。
These systems run the gamut of cost and capabilities, from single-user desktop modeling applications, to robust enterprise-grade semantic management systems.
这些系统的费用和功能差异很大，从单用户桌面建模应用程序，到健壮的企业级语义管理系统。
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