AUTONOMOUS MACHINING – RECENT ADVANCES IN PROCESS PLANNING AND CONTROL

Journal Title: Journal of Machine Engineering - Year 2019, Vol 19, Issue 1

Abstract

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.<br/><br/>

Authors and Affiliations

Marc-André DITTRICH, Berend DENKENA, Haythem BOUJNAH, Florian UHLICH UHLICH

Keywords

Related Articles

APPLICATION OF COMPLEX GAME-TREE STRUCTURES FOR THE HSU GRAPH IN THE ANALYSIS OF AUTOMATIC TRANSMISSION GEARBOXES

In the article was discussed the possibility of structures and information systems complex game trees for the analysis of automatic gearboxes. The purpose of modelling an automatic gearbox with graphs can be versatile,...

DEVELOPMENT OF ENVIRONMENTALLY-FRIENDLY TECHNOLOGIES BASED ON THE DOUBLE-ECO MODEL -AN EVALUATION PLATFORM

In recent years, the urgency to create environmentally-friendly technologies has dramatically increased. However, these technologies are usually not adopted due to their large cost and low profit. Previously the “Double-...

DETERMINATION OF INFLUENCE OF THE PARAMETERS CONNECTED WITH THE STABILIZATION OF THE POSITION ON THE 5-AXIS MANIPULATORS’ OPERATION ACCURACY

The 5-axis systems, especially those that use in their kinematic chain both prismatic joints and revolute kinematic pairs are gaining popularity in many scientific disciplines with manufacturing, metrology and robotics a...

COMPENSATION OF SYSTEMATIC ERRORS OF DAMAGED PROBE FOR ON-MACHINE MEASUREMENT

Spatial characteristic of triggering radius of the damaged probe for the CNC machine tools has been presented. In such case a clear distortion of the probe performance characteristic and a significant increase in probe e...

INCREASING PRODUCTIVITY OF CUTTING PROCESSES BY REAL-TIME COMPENSATION OF TOOL DEFLECTION DUE TO PROCESS FORCES

The Internet of Production (IoP) describes a vision in which a broad range of different production data is available in real-time. Based on this data, for example, new control types can be implemented, which improve indi...

Download PDF file
  • EP ID EP518278
  • DOI 10.5604/01.3001.0013.0444
  • Views 56
  • Downloads 0

How To Cite

Marc-André DITTRICH, Berend DENKENA, Haythem BOUJNAH, Florian UHLICH UHLICH (2019). AUTONOMOUS MACHINING – RECENT ADVANCES IN PROCESS PLANNING AND CONTROL. Journal of Machine Engineering, 19(1), 28-37. https://europub.co.uk/articles/-A-518278