A Comprehensive Framework for the Modular Development of Condition Monitoring Systems for a Continuous Dry Granulation Line.

Autor:	Lagare RB; Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907, USA., Sheriff MZ; Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907, USA., Gonzalez M; School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA., Nagy Z; Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907, USA., Reklaitis GV; Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN 47907, USA.
Jazyk:	angličtina
Zdroj:	International symposium on process systems engineering [Int Symp Process Syst Eng] 2022; Vol. 49, pp. 1543-1548.
DOI:	10.1016/b978-0-323-85159-6.50257-8
Abstrakt:	The development of condition monitoring systems often follows a modular scheme where some systems are already embedded in certain equipment by their manufacturers, and some are distributed across various equipment and instruments. This work introduces a framework for guiding the modular development of monitoring systems and integrating them into a comprehensive model that can handle uncertainty of predictions from the constituent modules. Furthermore, this framework improves the robustness of the modular condition monitoring systems as it provides a methodology for maintaining quality assurance and preventing unnecessary shutdowns in the event of some modules going off-line due to condition-based maintenance interventions.
Databáze:	MEDLINE
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