While autonomous driving has come close to reality over the recent years, machining is still characterised by many manual tasks and prone to costly errors. In this article, an overview is given about the potential of autonomous machining and uprising technologies that support this vision. For that purpose, a definition of autonomous machine tools and the required elements is presented. Next, selected elements of an autonomous machine tool, e.g. sensory machine components and control loops, are discussed. Finally, some insights into ongoing research projects regarding the use of machine learning for process planning and control are given
Autonomous systems have been studied for many years with the hope of achieving human-like (or more) ...
AbstractProcess monitoring is essential to detect process disturbances systematically in cutting mac...
Fully autonomous construction and mining machines are not science fiction anymore. For special appli...
The increasing demand for customized and complex products with small batch sizes confronts the manuf...
Research in automating the process level of machining operations has been conducted, in both academi...
Currently, process control in automation technology is mostly regulated by fixed process parameters ...
The aim of the study was to develop a system supporting technological process planning, the function...
Robotic Process Automation (RPA) is one of the smartest technology evolutions in recent years. It is...
This article describes our application of AI planning to the problem of automated process planning f...
The impact of Industrie 4.0 onto machine tools is significant, despite the fact, that quite some of ...
Process and energy industries have been recognised as adopters of high levels of automation compared...
Process monitoring is essential to detect process disturbances systematically in cutting machining p...
The following thesis explores the possibilities to applying artificial intelligence techniques in th...
This study aims to present an overall review of the recent research status regarding Machine Learnin...
This study aims to present an overall review of the recent research status regarding Machine Learnin...
Autonomous systems have been studied for many years with the hope of achieving human-like (or more) ...
AbstractProcess monitoring is essential to detect process disturbances systematically in cutting mac...
Fully autonomous construction and mining machines are not science fiction anymore. For special appli...
The increasing demand for customized and complex products with small batch sizes confronts the manuf...
Research in automating the process level of machining operations has been conducted, in both academi...
Currently, process control in automation technology is mostly regulated by fixed process parameters ...
The aim of the study was to develop a system supporting technological process planning, the function...
Robotic Process Automation (RPA) is one of the smartest technology evolutions in recent years. It is...
This article describes our application of AI planning to the problem of automated process planning f...
The impact of Industrie 4.0 onto machine tools is significant, despite the fact, that quite some of ...
Process and energy industries have been recognised as adopters of high levels of automation compared...
Process monitoring is essential to detect process disturbances systematically in cutting machining p...
The following thesis explores the possibilities to applying artificial intelligence techniques in th...
This study aims to present an overall review of the recent research status regarding Machine Learnin...
This study aims to present an overall review of the recent research status regarding Machine Learnin...
Autonomous systems have been studied for many years with the hope of achieving human-like (or more) ...
AbstractProcess monitoring is essential to detect process disturbances systematically in cutting mac...
Fully autonomous construction and mining machines are not science fiction anymore. For special appli...