Artificial intelligence systems for tool condition monitoring in machining: Analysis and critical review
The wear of cutting tools, cutting force determination, surface roughness variations and other
machining responses are of keen interest to latest researchers. The variations of these …
machining responses are of keen interest to latest researchers. The variations of these …
Machine learning in manufacturing: advantages, challenges, and applications
The nature of manufacturing systems faces ever more complex, dynamic and at times even
chaotic behaviors. In order to being able to satisfy the demand for high-quality products in an …
chaotic behaviors. In order to being able to satisfy the demand for high-quality products in an …
Cyber-physical systems in manufacturing
One of the most significant advances in the development of computer science, information
and communication technologies is represented by the cyber-physical systems (CPS). They …
and communication technologies is represented by the cyber-physical systems (CPS). They …
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 …
Cyber-physical production systems: Roots, expectations and R&D challenges
L Monostori - Procedia Cirp, 2014 - Elsevier
One of the most significant directions in the development of computer science and
information and communication technologies is represented by Cyber-Physical Systems …
information and communication technologies is represented by Cyber-Physical Systems …
A fog computing-based framework for process monitoring and prognosis in cyber-manufacturing
Small-and medium-sized manufacturers, as well as large original equipment manufacturers
(OEMs), have faced an increasing need for the development of intelligent manufacturing …
(OEMs), have faced an increasing need for the development of intelligent manufacturing …
Complexity in engineering design and manufacturing
This paper reviews the breadth of complexity of the design process, products,
manufacturing, and business. Manufacturing is facing unprecedented challenges due to …
manufacturing, and business. Manufacturing is facing unprecedented challenges due to …
Agent-based systems for manufacturing
The emerging paradigm of agent-based computation has revolutionized the building of
intelligent and decentralized systems. The new technologies met well the requirements in all …
intelligent and decentralized systems. The new technologies met well the requirements in all …
On-line and indirect tool wear monitoring in turning with artificial neural networks: a review of more than a decade of research
B Sick - Mechanical systems and signal processing, 2002 - Elsevier
The supervision of tool wear is the most difficult task in the context of tool condition
monitoring for metal-cutting processes. Based on a continuous acquisition of signals with …
monitoring for metal-cutting processes. Based on a continuous acquisition of signals with …
Maintenance: changing role in life cycle management
S Takata, F Kirnura, FJAM van Houten, E Westkamper… - CIRP annals, 2004 - Elsevier
As attention to environmental problems grows, product life cycle management is becoming a
crucial issue in realizing a sustainable society. Our objective is to provide the functions …
crucial issue in realizing a sustainable society. Our objective is to provide the functions …