首页|考虑时间不确定的再制造工艺方案决策方法

考虑时间不确定的再制造工艺方案决策方法

扫码查看
针对退役零件失效状态复杂及设备能力各异,导致再制造工艺方案决策困难的问题,提出一种考虑时间不确定的再制造工艺方案决策方法.分析退役零件再制造工艺过程及其时间的不确定性,提出考虑失效状态的再制造工艺时间改进模糊神经网络预测方法;构建以时间、成本和能耗为优化目标的再制造工艺方案决策模型,采用遗传-粒子群优化算法快速求解;以退役轧辊再制造工艺方案决策过程为例,验证该方法的有效性和实用性.
Decision-making methods for remanufacturing process programs considering time uncertainty
Aiming at the problems that the complex failure state of retir parts and the different capabilities of equipments make it difficult to make decisions on remanufacturing process programs,a decision-making method for remanufacturing process programs considering time uncertainty was proposed.Analyzing the uncertainty of the remanufacturing process of retired parts and its time,a fuzzy neural network prediction method was proposed to improve the time of remanufacturing process considering the failure state;a decision-making model of remanufacturing process program was constructed with the optimization objectives of time,cost and energy consumption,and a genetic-particle swarm optimization algorithm was adopted for rapid solution;the effectiveness and practicability of the method were verified by taking the decision-making process of remanufacturing process program of retired rolls as an example.

remanufacturinguncertainty of timeprocess time predictionimproved fuzzy neural networkdecision-making

王蕾、刘政、郭钰瑶、张泽琳、夏绪辉

展开 >

武汉科技大学冶金装备及其控制教育部重点实验室,武汉 430081

武汉科技大学机械传动与制造工程湖北省重点实验室,武汉 430081

再制造 时间不确定 工艺时间预测 改进模糊神经网络 决策

国家自然科学基金资助项目湖北省杰出青年基金项目

522755032023AFA092

2024

现代制造工程
北京机械工程学会 北京市机械工业局技术开发研究所

现代制造工程

CSTPCD北大核心
影响因子:0.374
ISSN:1671-3133
年,卷(期):2024.(10)
  • 11