Manufacturing big data ecosystem: A systematic literature review
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 …
(Industry 4.0) and China (Made-in China 2025). The emergence of the concept of Cyber …
Manufacturing process data analysis pipelines: a requirements analysis and survey
Smart manufacturing is strongly correlated with the digitization of all manufacturing activities.
This increases the amount of data available to drive productivity and profit through data …
This increases the amount of data available to drive productivity and profit through data …
Performance analysis of IoT-based sensor, big data processing, and machine learning model for real-time monitoring system in automotive manufacturing
With the increase in the amount of data captured during the manufacturing process,
monitoring systems are becoming important factors in decision making for management …
monitoring systems are becoming important factors in decision making for management …
Tool wear classification using time series imaging and deep learning
Tool condition monitoring (TCM) has become essential to achieve high-quality machining as
well as cost-effective production. Identification of the cutting tool state during machining …
well as cost-effective production. Identification of the cutting tool state during machining …
Government big data ecosystem: definitions, types of data, actors, and roles and the impact in public administrations
The public sector, private firms, business community, and civil society are generating data
that are high in volume, veracity, and velocity and come from a diversity of sources. This type …
that are high in volume, veracity, and velocity and come from a diversity of sources. This type …
Online tool wear classification during dry machining using real time cutting force measurements and a CNN approach
The new generation of ICT solutions applied to the monitoring, adaptation, simulation and
optimisation of factories are key enabling technologies for a new level of manufacturing …
optimisation of factories are key enabling technologies for a new level of manufacturing …
A framework for designing data pipelines for manufacturing systems
O Oleghe, K Salonitis - Procedia CIRP, 2020 - Elsevier
Data pipelines describe the path through which big data is transmitted, stored, processed
and analyzed. Designing an appropriate data pipeline for a specific data driven …
and analyzed. Designing an appropriate data pipeline for a specific data driven …
Cutting process consideration in dynamic models of machine tool spindle units
Reducing the deviation effect from the specified machining conditions on the quality of the
process in real time is the desired result of the intelligent spindle control system. To …
process in real time is the desired result of the intelligent spindle control system. To …
A cloud-based framework for shop floor big data management and elastic computing analytics
Advanced digitalization together with the rise of disruptive Internet technologies are key
enablers of a fundamental paradigm shift observed in industrial production. This is known as …
enablers of a fundamental paradigm shift observed in industrial production. This is known as …
The role of big data analytics and AI in smart manufacturing: An overview
CA My - Research in Intelligent and Computing in Engineering …, 2021 - Springer
In recent years, smart manufacturing which is the core idea of the Fourth Industrial
Revolution (Industry 4.0) has gained increasing attention worldwide. Recent advancements …
Revolution (Industry 4.0) has gained increasing attention worldwide. Recent advancements …