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The research is based on utilising the genetic optimization method for the on-line optimization of the cutting parameters and to design a program for the signal processing and for the detection of fault conditions for milling processes.
The work is based on utilising Taguchi's orthogonal arrays to design an experimental programme for investigating the number and type of sensors and signal processing methods most appropriate for the detection of fault conditions for milling processes.
Traditional PBMs for milling processes are inherently linear because the breakage rate is assumed first-order.
However, for milling processes, vertical vibrating power has to be transformed into lateral (horizontal) vibration to produce the required horizontal cutting force.
Specific breakage rate (selection) and breakage distribution functions are used to describe the birth and death terms in population balance models (PBMs) for milling processes.
The endosperm of rice floury mutants, therefore, has more suitable physical characteristics for milling processes than normal non-glutinous lines or waxy and dull mutants in terms of the grain hardness and amylose content, respectively.
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For milling process with two degrees of freedom, there is no related research about SV.
Moreover, the results also show that low spindle speed cutting is more energy efficient than cutting at initial speed for milling process and the traditional multi-objective optimization does not satisfy the requirement for sustainable machining.
Seeking a higher level of automation, according to Intelligent Manufacturing paradigm, an optimal process control for milling process has been developed, aiming at optimizing a multi-objective target function defined in order to mitigate vibration level and surface quality, while preserving production times and decreasing tool wear rate.
Process monitoring and controlling with detailed real-time information such as the cutting force is required for improving the performance of milling processes.
In this paper, an active vibration control system is developed for peripheral milling processes.
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