Server for providing adaptive feed amount based on artificial intelligence
AssigneeYeonhap System Co., Ltd.
InventorsJoonsaam Yoon, Hongjae Jeong
Life of this patent
Estimating the term…
Abstract
A server for providing an artificial intelligence (AI)-based adaptive feed amount, includes a memory, a communication module that communicates with at least one machine tool, and at least one processor that communicates with the memory and the communication module, wherein the at least one processor is configured to receive an initial reasonable load value from a first machine tool in a unit factory, to obtain at least one of a first recommended feed change amount, a first recommended tool or base-material rotation speed, or a first recommended cut-in amount by inputting a target load value and the initial reasonable load value of the first machine tool to a first AI model, and to transmit, to the first machine tool.
Claims13
A server for providing an artificial intelligence (AI)-based adaptive feed amount, the server comprising:
- a memory;
- a communication module configured to communicate with at least one machine tool;
- and
- at least one processor configured to communicate with the memory and the communication module,
- wherein the at least one processor is configured to:
- receive a target load value and an initial reasonable load value from a first machine tool in a unit factory;
- obtain a first recommended feed change amount, a first recommended tool or base-material rotation speed, and a first recommended cut-in amount by inputting the target load value and the initial reasonable load value of the first machine tool to a first AI model;
- and
- transmit, to the first machine tool, a first control signal for controlling an operation of the first machine tool based on the first recommended feed change amount, the first recommended tool or base-material rotation speed, and the first recommended cut-in amount,
- wherein the initial reasonable load value is a force that a tool applies to a workpiece and is determined differently based on material of the workpiece, a shape of the tool, and a cutting condition, and
- wherein the server is configured to decrease the target load value when a worker of the first machine tool is replaced.
A method for providing an AI-based adaptive feed amount performed by a server, the method comprising:
- receiving a target load value and an initial reasonable load value from a first machine tool in a unit factory;
- obtaining a first recommended feed change amount, a first recommended tool or base-material rotation speed, and a first recommended cut-in amount by inputting the target load value and the initial reasonable load value of the first machine tool to a first AI model;
- and
- transmitting, to the first machine tool, a first control signal for controlling an operation of the first machine tool based on the first recommended feed change amount, the first recommended tool or base-material rotation speed, and the first recommended cut-in amount,
- wherein the initial reasonable load value is a force that is tool applies to a workpiece and is determined differently based on material of the workpiece, a shape of the tool, and a cutting condition, and
- wherein the server is configured to decrease the target load value when a worker of the first machine tool is replaced.
Dependencies are inferred from the claim text.