Manufacturing big data ecosystem: A systematic literature review

Y Cui, S Kara, KC Chan - Robotics and computer-integrated Manufacturing, 2020 - Elsevier
Advanced manufacturing is one of the core national strategies in the US (AMP), Germany
(Industry 4.0) and China (Made-in China 2025). The emergence of the concept of Cyber …

“Industrie 4.0” and smart manufacturing-a review of research issues and application examples

KD Thoben, S Wiesner, T Wuest - International journal of automation …, 2017 - jstage.jst.go.jp
A fourth industrial revolution is occurring in global manufacturing. It is based on the
introduction of Internet of things and servitization concepts into manufacturing companies …

[PDF][PDF] Newer theories for digital learning spaces

S Downes - Handbook of open, distance and digital education, 2023 - Springer
The emergence of newer theories for digital learning spaces occurs because of a general
dissatisfaction with the theorizing of earlier generations of open and distance education …

[HTML][HTML] A survey on various applications of prescriptive analytics

S Poornima, M Pushpalatha - International Journal of Intelligent Networks, 2020 - Elsevier
Decision making needs more support to gain momentum with increasing trend in big data
analytics. Conventionally, descriptive and predictive analytics supported the decision …

Intelligent user assistance for automated data mining method selection

P Zschech, R Horn, D Höschele, C Janiesch… - Business & Information …, 2020 - Springer
In any data science and analytics project, the task of mapping a domain-specific problem to
an adequate set of data mining methods by experts of the field is a crucial step. However …

[PDF][PDF] A taxonomy of recurring data analysis problems in maintenance analytics

P Zschech - 2018 - core.ac.uk
Modern maintenance strategies increasingly focus on vast amounts of diverse data and
multifaceted analytical approaches in order to make efficient use of given resources and …

“Industrie 4.0” and Smart Manufacturing-A Review of Research Issues and Application Examples

T Klaus-Dieter, S Wiesner… - International Journal of …, 2017 - search.proquest.com
A fourth industrial revolution is occurring in global manufacturing. It is based on the
introduction of Internet of things and servitization concepts into manufacturing companies …

Adapting big data standards, maturity models to smart grid distributed generation: Critical review

A Sundararajan, AS Hernandez, AI Sarwat - IET Smart Grid, 2020 - Wiley Online Library
Big data standards and capability maturity models (CMMs) help developers build
applications with reduced coupling and increased breadth of deployment. In smart grids …

Beyond descriptive taxonomies in data analytics: a systematic evaluation approach for data-driven method pipelines

P Zschech - Information Systems and e-Business Management, 2023 - Springer
Taxonomies can serve as a valuable tool to capture dimensions and characteristics of data
analytics solutions in a structured manner and thus create transparency about different …

[PDF][PDF] A PLM-based data analytics approach for improving product development lead time in an engineer-to-order manufacturing firm

K Sun, Y Li, U Roy - Mathematical Modelling of Engineering Problems, 2017 - iieta.org
ABSTRACT A critical challenge to Engineer-To-Order (ETO) manufacturing firms is the long
lead time in product development, due to the nature of highly customized products produced …