Work Roll Cooling System Design Optimisation in Presence of Uncertainty

机译：存在不确定性的工作辊冷却系统设计优化

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The paper presents a framework to optimise the design of work roll based on the cooling performance. The framework develops Meta models from a set of Finite Element Analysis (FEA) of the roll cooling. A design of experiment technique is used to identify the FEA runs. The research also identifies sources of uncertainties in the design process. A robust evolutionary multi-objective algorithm is applied to the design optimisation l order to identify a set of good solutions in the presence of uncertainties both in the decision and objective spaces.

机译：本文提出了一个基于冷却性能优化工作辊设计的框架。该框架通过一组辊冷却的有限元分析（FEA）开发元模型。实验技术的设计用于识别FEA运行。该研究还确定了设计过程中的不确定性来源。一种鲁棒的进化多目标算法被应用于设计优化，以便在决策空间和目标空间都存在不确定性的情况下，识别出一组好的解决方案。

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来源
《CIRP design conference on competitive design; 20090330-31; Cranfield(GB)》|2009年|P.57-64|共8页
会议地点 Cranfield(GB)
作者
Y. T. Azene; R. Roy; D. Farrugia; C. Onisa; J. Mehnen; H. Trautmann;
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作者单位

Schooi of Applied Science, Cranfield University, Cranfield, Bedfordshire, MK43 0AL, UK;

Schooi of Applied Science, Cranfield University, Cranfield, Bedfordshire, MK43 0AL, UK;

Corus Research, Development Technology, Swindon Technology Centre, S60 3AR, UK;

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会议组织
原文格式 PDF
正文语种 eng
中图分类系统设计;
关键词
roll cooling design; uncertainty; design optimisation; multi-objective optimisation;

机译：轧辊冷却设计；不确定性；设计优化；多目标优化;

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专利

1. Work roll cooling system design optimisation in presence of uncertainty and constrains [J] . Y. T. Azene, R. Roy, D. Farrugia, CIRP Journal of Manufacturing Science and Technology . 2010,第4期

机译：存在不确定性和约束的工作辊冷却系统设计优化
2. A state-of-the-art-review on phase change materials integrated cooling systems for deterministic parametrical analysis, stochastic uncertainty-based design, single and multi-objective optimisations with machine learning applications [J] . Zhou Yuekuan, Zheng Siqian, Zhang Guoqiang Energy and Buildings . 2020,第Auga期

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3. A robust modelling and optimisation framework for a batch processing flow shop production system in the presence of uncertainties [J] . Shahnaghi Kamran, Shahmoradi-Moghadam Hani, Noroozi Amir, International Journal of Computer Integrated Manufacturing . 2016,第1a3期

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4. Work Roll Cooling System Design Optimisation in Presence of Uncertainty [C] . Y. T. Azene, R. Roy, D. Farrugia, CIRP design conference on competitive design . 2009

机译：工作辊冷却系统设计优化存在不确定性
5. High Dimensional Reliability Analysis Methods for Design Optimization Under Uncertainty in Piezoelectric Energy Harvesting and Sensor Network Systems [D] . Toghi Eshghi, Amin. 2019

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6. A Comparison between heat transfer performance of rectangular and semicircular tubes considering boundary effects on Brownian motions in the presence of Ag / water nanofluids: Applicable in the design of cooling system of photovoltaic cells [O] . Amin Jafarimoghaddam, Sadegh Aberoumand 2011

机译：考虑银/水纳米流体存在下布朗运动边界效应的矩形管和半圆形管的传热性能比较：适用于光伏电池冷却系统的设计
7. Work Roll Cooling System Design Optimisation in Presence of Uncertainty [O] . Azene Y. T., Roy Rajkumar, Farrugia Didier, 2009

机译：存在不确定性的工作辊冷却系统设计优化

Work Roll Cooling System Design Optimisation in Presence of Uncertainty

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