Why and how to move from SPC (statistical process control) to APC (automated process control)
Design and Modeling of Mechanical Systems-IV: Proceedings of the 8th …, 2020•Springer
Abstract SPC (Statistical Process Control) is widely used to monitor processes. However,
recent developments in Industry 4.0 and improvements of machine tools question the
relevance of SPC. Using SPC in conjunction with EPC (Engineering Process Control) can
partly improve the performance of processes. In this article, we define a new meaning of
APC (Automated Process Control) which is based on three main innovations: the use of
machine learning to control processes more accurately, the simultaneous consideration of …
recent developments in Industry 4.0 and improvements of machine tools question the
relevance of SPC. Using SPC in conjunction with EPC (Engineering Process Control) can
partly improve the performance of processes. In this article, we define a new meaning of
APC (Automated Process Control) which is based on three main innovations: the use of
machine learning to control processes more accurately, the simultaneous consideration of …
Abstract
SPC (Statistical Process Control) is widely used to monitor processes. However, recent developments in Industry 4.0 and improvements of machine tools question the relevance of SPC. Using SPC in conjunction with EPC (Engineering Process Control) can partly improve the performance of processes. In this article, we define a new meaning of APC (Automated Process Control) which is based on three main innovations: the use of machine learning to control processes more accurately, the simultaneous consideration of all available characteristics in multidimensional processes and finally the dissociation between conformity and control for these characteristics.
Springer
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