Development of heterogeneous measurement system for predicting power consumption in eco-machining
Development of heterogeneous measurement system for predicting power consumption in eco-machining
复制标题
开发用于预测生态加工功耗的异构测量系统
DOI：
10.1109/isfa.2016.7790197
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发表时间：
2016
期刊：
影响因子：
--
通讯作者：
H. Suwa
中科院分区：
文献类型：
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作者：
Tetsuo Samukawa;H. Suwa
一般来说，机床的能耗约占工厂总能耗的70%。随着重型机械加工需求的快速增长和材料可拆解率的提高，生态加工技术日益成为关键技术。开发一种能够准确预测加工过程能耗的模型和方法自然是势在必行的。在本研究中，作为建立精确的电耗预测模型的第一步，我们开发了一个测量系统，可以同时收集加工中心不同单元的电耗和切削力等异构数据。本文论证了所开发的测量系统在生态加工中的适用性，并探讨了基于测量系统获得的实际数据建立精确预测加工功耗模型的可能性。
Machine tools, in general, consume approximately 70% of total energy consumption in factory. Eco-machining is becoming more crucial technology as rapid increase in demand for heavy duty machining a with higher material removable rate. It is naturally imperative to to develop a model and method that can precisely predict the energy consumption in machining process. In this study, as the first step of building a precise prediction model of electric power consumption, we developed a measurement system that can simultaneously collect heterogeneous data such as electric power consumption of different units of the machining center, and also cutting forces. This paper demonstrates the applicability of the developed measurement system for eco-machining, and also we investigate the possibility of building a model to predict precisely power consumption for machining based on actual data obtained through our measurement system.