Advances in modeling and simulation of grinding processes
Advances in modeling and simulation of grinding processes
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DOI：
10.1016/j.cirp.2006.10.003
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发表时间：
2006-01-01
影响因子：
4.1
通讯作者：
Wittmann, M.
中科院分区：
文献类型：
--
作者：
Brinksmeier, E.;Aurich, J. C.;Wittmann, M.
在过去十年中，磨削过程的建模和模拟的相关性大大提高，这是由工业需要引起的，这一领域的出版物和研究活动的数量表明了这一点。这篇主旨论文是STC G内部合作的结果，并概述了磨削过程建模和仿真的现状：考虑了物理过程模型(分析和数值模型)、经验过程模型(回归分析、人工神经网络模型)以及启发式过程模型(基于规则的模型)，并概述了它们的成果。模型以磨削力、磨削温度等工艺参数以及表面形貌和表面完整性等工作结果为特征。此外，还将举例说明所提出的模型类型和仿真方法的能力和局限性。
In the last decade the relevance of modeling and simulation of grinding processes has significantly risen which is caused by industrial needs and is indicated by the number of publications and research activities in this area. This keynote paper results from a collaborative work within the STC G and gives an overview of the current state of the art in modeling and simulation of grinding processes: Physical process models (analytical and numerical models) and empirical process models (regression analysis, artificial neural net models) as well as heuristic process models (rule based models) are taken into account, and outlined with respect to their achievements in this paper. The models are characterized by the process parameters such as grinding force, grinding temperature, etc. as well as work results including surface topography and surface integrity. Furthermore, the capabilities and the limitations of the presented model types and simulation approaches will be exemplified.