Retrofitting a Process Plant in an Industry 4.0 Perspective for Improving Safety and Maintenance Performance
نویسندگان
چکیده
The transformation from traditional industry to Industry 4.0 can bring many benefits in various spheres, efficiency safety. However, this transition involves adopting technologically advanced machinery with a high level of digitization and communication. costs time replace obsolete machines could be unsustainable for companies while retrofitting the old machinery. To make them ready context, they may represent an alternative replacement. Even if there are studies related applied machinery, very few literature process sector. In work, we propose case study two-phase mixing plant that needed enhanced safety maintainability conditions reasonable times costs. regard, Digital Twin techniques Deep Learning algorithms will tested predict detect future faults, not only already visible existing malfunctions. This approach strength is that, limited investments times, it allows into smart capable communicating quickly operators increase its maintainability.
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ژورنال
عنوان ژورنال: Sustainability
سال: 2021
ISSN: ['2071-1050']
DOI: https://doi.org/10.3390/su13020646