Journal ArticleDOI
A fog computing-based framework for process monitoring and prognosis in cyber-manufacturing
Dazhong Wu,Shaopeng Liu,Li Zhang,Janis P. Terpenny,Robert X. Gao,Thomas R. Kurfess,Judith Ann Guzzo +6 more
TLDR
A new computational framework that enables remote real-time sensing, monitoring, and scalable high performance computing for diagnosis and prognosis is introduced and a proof-of-concept prototype is developed to demonstrate how the framework can enable manufacturers to monitor machine health conditions and generate predictive analytics.About:
This article is published in Journal of Manufacturing Systems.The article was published on 2017-04-01. It has received 223 citations till now. The article focuses on the topics: Prognostics & Wireless sensor network.read more
Citations
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Journal ArticleDOI
Cuánto se ha avanzado en proporcionar analítica e inteligencia de negocios a las pymes
TL;DR: In this paper, a trabajo revisa las publicaciones academicas arbitradas del periodo 2017-2018 relacionadas con la inteligencia de negocios and la analitica, orientadas a las microempresas dedicadas al comercio, buscando encontrar una oportunidad de reducir las asimetrias de informacion in la toma de decisiones de este relevante sector de la economia.
Proceedings ArticleDOI
A Data Transformation Adapter for Smart Manufacturing Systems with Edge and Cloud Computing Capabilities
TL;DR: This work aims to bridge the gap between the plant floor operation and “Big Data” analysis solutions to help improve manufacturing productivity, quality, and sustainability.
Journal ArticleDOI
Anomaly detection in laser powder bed fusion using machine learning: A review
Tayyaba Sahar,Muhammad Rauf,Ahmar Murtaza,Lehar Asip Khan,Hasan Ayub,Syed Muslim Jameel,Inam Ul Ahad +6 more
TL;DR: In this article , the authors provide an overview of L-PBF and outline the ML methods used for anomaly detection in LPBF, and explain how ML methods are being used as a step forward toward enabling the real-time process control of MAM and the process can be optimized for higher accuracy, lower production time, and less material waste.
Journal ArticleDOI
Big Data Security Issues from the Perspective of IoT and Cloud Computing: A Review
TL;DR: The integration of mobile healthcare along with Internet of Things (IoT) and blockchain computing can enhance the system level and hence security threats can be minimized.
Journal ArticleDOI
Integration of industrial IoT architectures for dynamic scheduling
Tiago Coito,Bernardo M. Firme,Miguel S. E. Martins,Andrea Costigliola,Rafael Lucas,João Figueiredo,Susana M. Vieira,João M. C. Sousa +7 more
TL;DR: In this paper , an integrated Information Technology - Operational Technology solution is proposed to support dynamic scheduling and rescheduling operations in a personalized production environment, which can improve production efficiency by tracking resource availability, job changes, and user commands.
References
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Journal ArticleDOI
Random Forests
TL;DR: Internal estimates monitor error, strength, and correlation and these are used to show the response to increasing the number of features used in the forest, and are also applicable to regression.
ReportDOI
The NIST Definition of Cloud Computing
Peter Mell,Timothy Grance +1 more
TL;DR: This cloud model promotes availability and is composed of five essential characteristics, three service models, and four deployment models.
Journal ArticleDOI
A view of cloud computing
Michael Armbrust,Armando Fox,Rean Griffith,Anthony D. Joseph,Randy H. Katz,Andy Konwinski,Gunho Lee,David A. Patterson,Ariel Rabkin,Ion Stoica,Matei Zaharia +10 more
TL;DR: The clouds are clearing the clouds away from the true potential and obstacles posed by this computing capability.
Book
The Grid 2: Blueprint for a New Computing Infrastructure
Ian Foster,Carl Kesselman +1 more
TL;DR: The Globus Toolkit as discussed by the authors is a toolkit for high-throughput resource management for distributed supercomputing applications, focusing on real-time wide-distributed instrumentation systems.
Proceedings ArticleDOI
Fog computing and its role in the internet of things
TL;DR: This paper argues that the above characteristics make the Fog the appropriate platform for a number of critical Internet of Things services and applications, namely, Connected Vehicle, Smart Grid, Smart Cities, and, in general, Wireless Sensors and Actuators Networks (WSANs).