2016
DOI: 10.20944/preprints201612.0106.v1
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A Reliable Turning Process by the Early Use of a Deep Simulation Model at Several Manufacturing Stages

Abstract: Abstract:The next future using machine tools will be dominated by highly flexible and interconnected systems, in order to achieve the required productivity, accuracy and reliability. Nowadays, distortion and vibration problems are easily solved for the most common cases by sing models based on equations describing the physical laws dominating the machining process; however additional efforts are needed to overcome the gap between scientific research and the real manufacturing problems. In fact, there is an inc… Show more

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Cited by 6 publications
(7 citation statements)
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References 20 publications
(21 reference statements)
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“…In the future we intend to develop a hybrid system that considers all the components of the design process or the development of a program in the "deep-knowledge and models" philosophy that would help us in measurement, scaling, modeling and manufacturing for prostheses similar to those presented in [58]. This methodology reduces the process input variables and generates results for decision making or manufacturing design plans [59]. Software of this type predicts magnitudes from the measurement-model by involving static and dynamic behavior of the design parts.…”
Section: Discussionmentioning
confidence: 99%
“…In the future we intend to develop a hybrid system that considers all the components of the design process or the development of a program in the "deep-knowledge and models" philosophy that would help us in measurement, scaling, modeling and manufacturing for prostheses similar to those presented in [58]. This methodology reduces the process input variables and generates results for decision making or manufacturing design plans [59]. Software of this type predicts magnitudes from the measurement-model by involving static and dynamic behavior of the design parts.…”
Section: Discussionmentioning
confidence: 99%
“…One of the biases of industry 4.0 was the internal issue of the organization, so it can be mentioned the internal optimization of communication through it. Because of this, communication processes are faster, with better team coordination, training adapted to the virtual environment and even changes in operations (URBIKAIN et al, 2016).…”
Section: Sports Communication In Footballmentioning
confidence: 99%
“…However, on machining systems and their modeling, the literature is rather scarce. In fact, prediction models toward obtaining optimum cutting parameters are more intended for industrial purposes [24] rather than for learning. In [26], the authors take the first step toward introducing knowledge‐based algorithms in student instruction.…”
Section: Introductionmentioning
confidence: 99%