Work

Bio-Intelligent Machine Tool: Vision and Steps Towards Realisation

Year: 2024

Type: article

Abstract: Artificial intelligence enables machines to increase their autonomy. A concept of a bio-intelligent manufacturing machine has been developed. This is characterised by a self-learning expert system and a sensor strategy which are intensively integrated with each other. The machine tool control is at any time completely aware of the process performance, the environmental conditions and the machine status. It exploits further information streams from human operators and other machines in a federated learning approach and is connected to the MES system of the company. The expert system learns from human operators by mere commanding the operation. It is capable to generate new process parameters and deal with incomplete process data by adding the missing information.

Source: Procedia CIRP

DOI: 10.1016/j.procir.2024.08.004

Authors: Konrad Wegener, Adriaan Spierings, Lukas Weiss, Daniel Knüttel

Institution: Inspire

Language: English

Topic: Engineering Technology and Methodologies

Subfield: Industrial and Manufacturing Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: diamond

Funder: Innosuisse - Schweizerische Agentur für Innovationsförderung