Litcius/Paper detail

Recent advances in modelling and simulation of surface integrity in machining – a review

Amir Malakizadi, Rachele Bertolini, François Ducobu, Zekai Murat Kılıç, Maria Chiara Magnanini, Alborz Shokrani

2022Procedia CIRP18 citationsDOIOpen Access PDF

Abstract

Machining is one of the final steps in the manufacturing value chain, where the dimensional tolerances are fine-tuned, and the functional surfaces are generated. Many factors such as the process type, cutting parameters, tool geometry and wear can influence the surface integrity (SI) in machining. Being able to predict and monitor the influence of different parameters on surface integrity provides an opportunity to produce surfaces with predetermined properties. This paper presents an overview of the recent advances in computational and artificial intelligence methods for modelling and simulation of surface integrity in machining and the future research and development trends are highlighted.

Topics & Concepts

Surface integrityMachiningMechanical engineeringSurface (topology)Process (computing)Computer scienceEngineeringGeometryMathematicsOperating systemAdvanced machining processes and optimizationAdvanced Surface Polishing TechniquesTunneling and Rock Mechanics