黄吉祥
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机器人石材雕刻粗加工能耗建模与优化分析
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Journal:华侨大学学报(自然科学版)

Key Words:机器人石材雕刻;工艺参数;田口法;能量效率;模拟退火算法

Abstract:以 ABB1200型石雕机器人加工汉白玉为例,对石雕机器人加工能耗进行建模和分析,探究其功耗特点。首先,基于田口法规划实验,采用 Minitab非线性拟合建立磨削工艺参数与磨削比能的回归方程,构建以磨削加工工艺参数为变量,以最小磨削比能为优化目标的优化模型。然后,使用模拟退火算法计算最小磨削比能的工艺参数,通过实验数据和算法优化结果分析石雕机器人粗加工能耗特点。结果表明:去除同等体积的材料,磨削比能最小目标下的最优磨削加工参数的能耗比经验参数节约了38.4%。

Indexed by:Journal paper

Discipline:Engineering

First-Level Discipline:Mechanical Engineering

Document Type:J

Volume:45

Issue:4

Page Number:471-477

Translation or Not:no

Date of Publication:2024-07-20

First Author:黄吉祥

Co-author:尹方辰,黄身桂,张舜德,顾立志

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Supervisor of Master's Candidates

Gender:Male

Date of Birth:1989-10-15

Education Level:大学本科

Degree:Master's Degree in Engineering

Date of Employment:2012-08-27

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Status:在岗

Discipline:intelligent manufacture

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