CNC Machining

Machining Case: Analysis and Solution of Difficulties in Finishing Piston Rod Body

Table of Contents 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. The surface roughness of the sealing area is required to be extremely high, so as to ensure […]

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Optimizing Injection Molding Parameters Using Reinforcement Learning with Prior Knowledge

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

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What is Design for Manufacturing (DFM)?

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.

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What is Sheet Metal Bending ?

Sheet metal bending is a process in which force is applied to a flat sheet of metal to deform it into a specific shape. The metal is bent around a straight axis, changing its shape without affecting its thickness. This process is fundamental in creating a wide variety of components used in…

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Efficient deep learning model for predicting cutter life in high-speed CNC milling.

Table of Contents CNC machines are essential in industries such as aerospace, automotive, and defense, where tool reliability is critical. Predicting tool wear is challenging due to the complex, time-dependent nature of sensor data. These time-series signals often involve nonlinear relationships and dynamic behaviors. To address this, we propose an efficient deep learning framework combining

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CNC machining

How to machine high precision gears?

Table of Contents With the rapid development of modern industry, the demand for high-precision gear machining process is more and more urgent. Gears, as the most common type of transmission device in the mechanical transmission system, are widely used in various fields, such as the automotive industry, aerospace, engineering machinery and so on. Gear performance

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