This paper presents a survey of the applications of prognostics and health management
maintenance strategy to machine tools. A complete perspective on this Industry 4.0 cutting …

The innovations propelling the manufacturing industry towards Industry 4.0 have begun to
maneuver into machine tools. Machine tool maintenance primarily concerns the feed drives …

In prognostics approaches, features (eg, vibration level, root mean square or outputs from
signal processing techniques) extracted from the measurement (eg, vibration, current, and …

Abstract Machines and their components wear down over the course of time. A cause for
increased wear can be misalignment issues that stay undetected and cause follow-up …

The goals of this paper are to 1) examine the current practices of diagnostics, prognostics,
and maintenance employed by United States (US) manufacturers to achieve productivity …

A research study was conducted (1) to examine the practices employed by US
manufacturers to achieve productivity goals and (2) to understand what level of intelligent …

Cyber physical systems (CPS) in a manufacturing and automation context can be referred to
different manufacturing process, including design, simulation, control, and verification …

Due to aging populations and a shortage of skilled labor, automatic machine condition
monitoring is a powerful tool to ensure the smooth operation of production systems with …

A self-aware machine platform is implemented through analyzing operational data of
machining tools to achieve machine tool damage assessment, prediction and planning in …

A linear axis is a vital subsystem of machine tools, which are vital systems within many
manufacturing operations. When installed and operating within a manufacturing facility, a …