Experiments show the method accurately predicts tool life after just a few test cuts, reducing testing time by two-thirds. It works across tools with varying geometries and coatings, helping identify the optimal tool for titanium alloy machining.
Predicting Tool Life in CNC Milling Using Recurrent Neural Networks Read More »
Table of Contents Parts in CNC machining usually go through several stages. These include design modeling, process planning, programming, setup debugging, simulation verification, tool setting operation, test cutting, quality control, and formal machining. The operation of the tool is a very important link. It plays a critical role in ensuring the quality of part machining.
Analysis of various tool setting methods for CNC machine tools based on FANUC-0i system Read More »
In the realm of CNC machining, the spindle stands as a pivotal component—directly governing the cutting performance, surface finish quality, and overall efficiency of the manufacturing process.
Ultimate Guide to CNC Spindles: Types, Functions, Selection & Maintenance Read More »
CNC machine tools in the process of machining the workpiece, sometimes appear on the surface of the workpiece tool lines, tool marks and other phenomena.
Not only to affect the surface finish of the workpiece more on the processing data caused by measurement errors
Processing method for chatter marks in CNC machine tool processing Read More »
The emergence of CNC machining is a landmark technological revolution in the machining industry. It connects the machining process with computers and other control equipment.
How to apply intelligent algorithms for optimizing CNC machining path? Read More »
As a core component of underwater equipment, the piston rod body is designed to enhance the anti-corrosion performance by localized surfacing of nickel-based alloy, taking into account the environment and functional requirements of its use.
Machining Case: Analysis and Solution of Difficulties in Finishing Piston Rod Body Read More »
Titanium alloy has low thermal conductivity. Therefore, during Titanium alloy machining, the cutting temperature is high. Under the same processing conditions, the cutting temperature of TC4 titanium alloy is far more than twice that of 45 steel.
In engineering and precision manufacturing, accurate measurement is not merely an ideal—it is an operational necessity. Among the various tools developed to meet this demand, the Vernier caliper stands out as a fundamental instrument for acquiring precise linear measurements.
Finding the right injection molding settings for new products often demands significant time and cost. This study introduces a reinforcement learning method that uses prior knowledge to speed up optimization. An actor-critic algorithm was applied to refine both the filling and holding phases. Tests on five different products showed that settings learned
In the ever-evolving landscape of modern manufacturing, Design for Manufacturing (DFM) has emerged as a cornerstone principle that bridges the gap between product design and efficient, cost-effective production.
At its core, DFM refers to the engineering practice of designing products in such a way that they are easy to manufacture, assemble, and scale—without compromising functionality, performance, or quality.
