Getting Technical - Machining mastery explored: Model-based machining advancements
In traditional machining intuition-based decisions regarding machining methods, cutting tools, and cutting data are primarily based on the operator's experience, judgment, and intuition rather than on precise scientific models or simulations. The future of machining is data-driven (digital machining). Big data and relevant algorithms will guide the selection of process conditions and in-process adaptive modifications will optimise in realtime the results.In traditional machining intuition-based decisions regarding machining methods, cutting tools, and cutting data are primarily based on the operator's experience, judgment, and intuition rather than on precise scientific models or simulations.
The future of machining is data-driven (digital machining). Big data and relevant algorithms will guide the selection of process conditions and in-process adaptive modifications will optimise in realtime the results.
Model-based machining is the bridge we need to close the gap between past and future,
Model-based an approach to machining processes that relies on physical and mathematical models to guide and optimize the machining processes. Unlike traditional methods where machining instructions are manually generated based on experience, model-based machining leverages advanced methods to generate machining strategies, do tool selection, create toolpaths and select cutting data directly from models of the workpiece and the machining process system and environment.

HOMERelated content
Getting Technical
Webinar Overview
Milling Cutter positioning. What it is? And why is it so important?
Part 1 - What you don't know about tool holders could hurt your manufacturing!
Part 2 - What you don't know about tool holders could hurt your manufacturing!
Part 2 - Take full profit of advanced cutting materials
Machining Economics part 2
Machining Economics part 1
Technical Machining Strategy Part 1
Technical Machining Strategy Part 2
Part 1 - Take full profit of advanced cutting materials
Is average chip thickness an outdated concept?
Thermo dynamical considerations on machining
Compensation Techniques For Smart And Sustainable Machining
The fascinating tale of microseconds and micrometres, and machining quality
Why geometry is the undisputed champion of efficient machining?
Reducing the climate impact of manufacturing utilizing life cycle analysis
Tool life maximisation through smart tool life cycle management
Part 2 - Structural analysis of tool deterioration: strategies for optimal machining performance
Part 1 - Structural analysis of tool deterioration: strategies for optimal machining performance