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PUBLICATIONS

Scalable Data Pipeline Architecture to Support the Industrial Internet of Things

Published

Author(s)

Moneer M. Helu, Timothy A. Sprock, Daniel Hartenstine, Rishabh Venketesh, William Sobel

Abstract

Managing manufacturing data remains challenging despite the growth of the Industrial Internet of Things (IIoT). While various standards and technologies enable greater access to data, scaling data processing and distribution can be difficult given the increasing variety of data from an increasing variety of sources in global production networks. This paper proposes an architecture for a scalable pipeline to process and distribute data from a mix of shop-floor sources. The feasibility of this approach is explored by implementing the architecture to bring together MTConnect-compliant machine and ad-hoc power data to support analytics applications.
Citation
CIRP Annals-ManufacturingTechnology
Volume
69
Issue
1
Pub Type
Journals

Download Paper

https://doi.org/10.1016/j.cirp.2020.04.006
Local Download

Keywords

System architecture, Standardization, Data
Systems integration, Manufacturing, Interoperability in manufacturing, Internet of Things (IoT), Information technology and Cyber-physical systems

Citation

Helu, M. , Sprock, T. , Hartenstine, D. , Venketesh, R. and Sobel, W. (2020), Scalable Data Pipeline Architecture to Support the Industrial Internet of Things, CIRP Annals-ManufacturingTechnology, [online], https://doi.org/10.1016/j.cirp.2020.04.006 (Accessed October 22, 2025)

Issues

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Created May 16, 2020, Updated August 5, 2020
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