The Concept of Smart Hydraulic Press

Jankovič, Denis; Šimić, Marko; Herakovič, Niko

doi:10.1007/978-3-030-69373-2_29

Cited by 6 publications

(1 citation statement)

References 13 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…With continuous quality control of the products, a more sophisticated system can be achieved. The main advantage to take into account in terms of hydraulics and Manufacturing as a Service (MaaS) are the new trends in the energy efficiency of the systems and rapid automatic tool exchange [14,15].…”

Section: Related Workmentioning

confidence: 99%

Collecting and Pre-Processing Data for Industry 4.0 Implementation Using Hydraulic Press

Hercík

Svoboda

2023

Data

View full text Add to dashboard Cite

More and more activities are being undertaken to implement the Industry 4.0 concept in industrial practice. One of the biggest challenges is the digitization of existing industrial systems and heavy industry operations, where there is huge potential for optimizing and managing these processes more efficiently, but this requires collecting large amounts of data, understanding, and evaluating it so that we can add value back based on it. This paper focuses on the collection, local pre-processing of data, and its subsequent transfer to the cloud from an industrial hydraulic press to create a comprehensive dataset that forms the basis for further digitization of the operation. The novelty lies mainly in the process of data collection and pre-processing in the framework of edge computing of large amounts of data. In the data pre-processing, data normalization methods are applied, which allow the data to be logically sorted, tagged, and linked, which also allows the data to be efficiently compressed, thus, dynamically creating a complex dataset for later use in the process digitization.

show abstract

Section: Related Workmentioning

confidence: 99%