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Thus, vibration response estimations are necessary to reach optimum machine designs.
According to these considerations the proposed tool allows to quickly and easily analyze alternative design solutions and makes possible to optimize the dynamic performances of the machine tool, helping the designer in the definition of the optimum machine tool characteristics before the manufacturing of the physical prototype.
Results showed that (a) the optimum machine settings, identified by the greatest production score (PS), were characterised by a tyre pressure of 138 kPa, a tyre speed of 440 rpm, and a 15 mm spacing between the surfaces of the tyre and the sieve; (b) the optimal betel nut fruit moisture content was 6.31% w.b.
For example, in Zhou, et al.'s work (Zhou, Peng Ling, et al. 2016) on grinding of duplex stainless steel 2304, there is an optimum machine power for grinding, above and below which the surface finish becomes poorer.
For each sample, 1000 events were acquired with dilution factors that were determined on the basis of the optimum machine performance (∼25 70 cells/μL).
For each sample, 1000 events were acquired with dilution factors that were determined based upon optimum machine performance (∼20 70 cells/μL).
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The present research deals with the cell formation problem (CFP) of cellular manufacturing system which is a NP-hard problem thus, the development of optimum machine-part cell formation algorithms has always been the primary attraction in the design of cellular manufacturing system.
The feed-forward neural network is used to predict optimum machining parameters under different machining conditions.
A two-step design of experiments is proposed to obtain the optimum machining conditions.
The use of optimization systems can determine the optimum machining parameters in the machining process, especially in milling operations.
The pulse width of 100 μs and pulse-to-pause ratio of 1 3 were selected as optimum machining parameters.
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