A review on vibration monitoring techniques for predictive maintenance of rotating machinery

M Romanssini, PCC de Aguirre, L Compassi-Severo… - Eng, 2023 - mdpi.com
Machine failure in modern industry leads to lost production and reduced competitiveness.
Maintenance costs represent between 15% and 60% of the manufacturing cost of the final …

[HTML][HTML] Integration of maintenance management system functions with industry 4.0 technologies and features—a review

BW Shaheen, I Németh - Processes, 2022 - mdpi.com
Industry 4.0 is the latest technological age, in which recent technological developments are
being integrated within industrial systems. Consequently, maintenance management of …

Digital twin enabled asset management of machine tools

B Sicard, Y Wu, SA Gadsden - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Machine tools (MT) are essential equipment in modern manufacturing. They are a large
investment which yields great returns to productivity and profitability. MTs enable the high …

Preload loss detection in a ball screw system using interacting models

BS Sicard, Q Butler, Y Ziada, E Hughey… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Ball screw preload is an important factor in maintaining repeatably, rigidity, and in reducing
or eliminating backlash in feed drive systems. Ball screw feeds drives are used in computer …

DIGITAL TWIN MACHINE TOOL FEED DRIVE TEST BENCH FOR RESEARCH ON CONDITION MONITORING AND MODELING

B Sicard - 2024 - macsphere.mcmaster.ca
Machine tools are essential components of modern manufacturing. They are com posed of
various mechanical, hydraulic, and electrical systems such as the spindle, tool changer …

Cognitive dynamic digital twin: enhancements for digital twin platforms based on human cognition

BS Sicard, Q Butler, Y Ziada… - Big Data V: Learning …, 2023 - spiedigitallibrary.org
Manufacturing has entered the fourth industrial revolution. Modern manufacturing is reliant
on assets such as robotics and computer numerical control (CNC) machine tools. To …

Design Considerations for Building an IoT Enabled Digital Twin Machine Tool Sub-System

B Sicard, Q Butler, P Kosierb, Y Wu… - … , and Internet of …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) and digital twins (DT) are both key advancements in the fourth
industrial revolution. IoT can enable the connection of various devices which collect data …

RETRACTED ARTICLE: Optoelectronic sensor fault detection based predictive maintenance smart industry 4.0 using machine learning techniques

C Zhu, S Shao - Optical and Quantum Electronics, 2023 - Springer
Production equipment maintenance is essential for maintaining productivity and company
continuity. For industrial equipment to operate well and for the efficient planning of demand …

Iiodt: Industrial internet of digital twins for hierarchical asset management in manufacturing

B Sicard, Q Butler, P Kosierb, Y Wu… - … , and Internet of …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) and digital twins (DT) are emerging technologies in the industry
4.0 landscape. Both technologies offer the capabilities of collecting and analyzing large …

Experimental Setups for Linear Feed Drive Predictive Maintenance: A Review

B Sicard, Q Butler, Y Ziada… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The manufacturing world has advanced to the fourth industrial revolution (4IR). Machine
tools, especially computer numerical control (CNC) machine tools are an essential part of …