This paper develops an approach to improve a CNC machine's tool performance and slow
down its degradation rate automatically in the Pre-Failure stage. A Deep Reinforcement …

In this paper, the conditional reliability function and the Remaining Useful Life (RUL) of a
cutting tool are estimated as a function of the current condition's states. RUL is estimated …

In this paper, the optimal intervene hazard and their associated optimal tool replacement
times were found considering three models of optimization, namely cost optimization …

While traditional maintenance cost optimization is based on finding the reliability, and thus
the probability of failure over time, in this paper, we show how to exploit condition monitoring …

Abstract New Smart Warning System (SWS) that use to send a warning level report about
the machine components failure behavior via distance is proposed in this article. The data …

Titanium alloys are widely used in various industries due to their superior characteristics
such as high strength-to-weight ratio, toughness, corrosion resistance and bio-compatibility …

ABSTRACT A key issue for an unattended and automated machining system is the
development of reliable and robust monitoring and controlling systems. Research in Artificial …