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- W4288828776 abstract "Proliferation of data owing to the onset of Industry 4.0 (I4.0) has led to many traditional data analysis approaches becoming redundant. Novel and innovative solutions are required to facilitate the new era of data-driven manufacturing characteristic of I4.0. This work demonstrates one such approach in the formation of a bespoke web-based visualisation and machine learning analytics platform, designed to bridge the gap between the old ways and new. Our unique I4.0 data analytics platform, called Wiz 4.0, enables advanced big data analytics in conjunction with user-friendly features and multivariate data visualisations. This allows for both a holistic overview of manufacturing processes as well as detailed analysis of data. Wiz 4.0 lays the foundations of an industry defining software to grant deep insight into the inner relationships between process variables to the everyday user. The software provides the ability to analyse data using a variety of machine learning algorithms and plot the data in high dimensional space through the innovative no-code platform hosted on the Siemens MindSphere. This approach is set to revolutionise the value creation of data in the new IoT and smart factory paradigms emerging from the transition towards I4.0." @default.
- W4288828776 created "2022-07-30" @default.
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- W4288828776 date "2022-01-01" @default.
- W4288828776 modified "2023-10-12" @default.
- W4288828776 title "Wiz 4.0: A Novel Data Visualisation and Analytics Dashboard for a Graphical Approach to Industry 4.0" @default.
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- W4288828776 doi "https://doi.org/10.1016/b978-0-323-85159-6.50291-8" @default.
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