“…With reference to machining operations, the implementation of these systems requires the supervision of different aspects related to the machine (diagnostic and performance monitoring), the tool or tooling (state of wear, lubrication, alignment), the workpiece (geometry and dimensions, surface features and roughness, tolerances, metallurgical damage), the cutting parameters (cutting speed, feed rate, depth of cut), or the process itself (chip formation, temperature, energy consumption) (Byrne, 1995;D'Errico, 1997;Tönshoff, 1988;Grabec, 1998;Inasaki, 1998;Kopac, 2001;Fu, 1996;Masory, 1991;Huang, 1998;Teti, 1995;Teti, 1999). For the monitoring and control of the above mentioned aspects, it has been necessary to make notable efforts in the development of appropriate process monitoring systems (Burke & Rangwala, 1991;Chen et al, 1994;Chen, 2000). Such systems are typically based on different types of sensors such as cutting force and torque, motor current and effective power, vibrations, acoustic emission or audible sound (Desforges, 2004;Peng, 2004;Lin, 2002;Sokolowski, 2001;Ouafi et al, 2000;Karlsson et al, 2000;Jemielniak et al, 1998;Byrne, 1995;Dornfeld, 1992;Masory, 1991).…”