The integrity of machining tools is important to maintain a high level of surface quality. The
wear of the tool can lead to poor surface quality of the workpiece and even to damage of the …

In metal cutting processes, tool condition monitoring has a great importance to prevent
surface damage and maintaining the quality of surface finishing. With the development of …

The need to monitor tool wear is crucial, particularly in advanced manufacturing industries,
as it aims to maximise the lifespan of the cutting tool whilst guaranteeing the quality of …

With the arrival of Industry 4.0, intelligent condition-based maintenance has become a must,
if not a need, for industries with significant capital investments in rotating machineries. Tool …

Identification and prediction of a lifetime of industrial cutting tools using minimal sensors is
crucial to reduce production costs and downtime in engineering systems. In this paper, we …

Tool condition monitoring has found its importance to meet the requirement of quality
production in industries. Machined surface is directly affected by the extent of tool wear …

With the advent of industry 4.0, which conceptualizes self-monitoring of rotating machine
parts by adopting techniques like data analytics, cloud computing, Internet of things …

In order to assess the degradation process of machines, it is necessary to construct a
suitable health indicator. Existing health indicators are mainly constructed with manually …

The development of tool wear monitoring system for machining processes has been well
recognised in industry due to the ever-increased demand for product quality and productivity …

Effective transition from raw industrial data to knowledge-based executive actions without
human action requires developing new analytical tools, what also means new challenges for …