Grid services for multi-objective design optimisation

G. Goteng; A. Tiwari; R. Roy

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Grid services for multi-objective design optimisation

机译：用于多目标设计优化的网格服务

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The emerging grid technology is defined as an infrastructure for secure and coordinated large-scale resource sharing. In this paper, we describe the architecture and grid services of DECGrid. DECGrid enables distributed design experts to collaborate and share computational resources during design optimisation. Mathematical models are built using services by experts. These models are then directly linked to NSGA-II optimisation algorithm service and allow design experts to enter design parameters of their choice. Three real-life case studies-designs of welded beam problem, turbine blade cooling system and the design of a manufacturing plant layout were used to validate the prototype. The results obtained showed a wider spread in the solution space compared to the results in the literature.

机译：新兴的网格技术被定义为安全和协调的大规模资源共享的基础架构。在本文中，我们描述了DECGrid的体系结构和网格服务。 DECGrid使分布式设计专家可以在优化设计过程中协作并共享计算资源。使用专家的服务来建立数学模型。这些模型然后直接链接到NSGA-II优化算法服务，并允许设计专家输入他们选择的设计参数。使用三个实际案例研究-焊接梁问题的设计，涡轮叶片冷却系统和制造工厂布局的设计来验证原型。与文献中的结果相比，所获得的结果显示出在解决方案空间中的分布范围更广。

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《CIRP Journal of Manufacturing Science and Technology》 |2010年第4期|共13页
作者
G. Goteng; A. Tiwari; R. Roy;
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正文语种 eng
中图分类机械、仪表工业;
关键词
Grid services; Multi-objective optimisation; Design optimisation; Mathematical model;

机译：网格服务;多目标优化;设计优化;数学模型;

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1. Grid services for multi-objective design optimisation [J] . G. Goteng, A. Tiwari, R. Roy CIRP Journal of Manufacturing Science and Technology . 2010,第4期

机译：用于多目标设计优化的网格服务
2. Multi-objective design of advanced power distribution networks using restricted-population-based multi-objective seeker-optimisation-algorithm and fuzzy-operator [J] . Kumar Deepak, Samantaray Subhransu Ranjan, Kamwa Innocent Generation, Transmission & Distribution, IET . 2015,第11期

机译：基于受限人群的多目标寻优算法与模糊算子的高级配电网多目标设计
3. Design optimisation for component sizing using multi-objective particle swarm optimisation and control of PEM fuel cell-battery hybrid energy system for locomotive application [J] . Electrical Systems in Transportation, IET . 2020,第1期

机译：机车应用PEM燃料电池-电池混合能源系统的多目标粒子群优化设计和控制的零件尺寸设计优化
4. Grid Services for Multi-objective Optimisation [C] . G. Goteng, A. Tiwari, R. Roy CIRP design conference on competitive design; 20090330-31; Cranfield(GB) . 2009

机译：用于多目标优化的网格服务
5. CSEGrid portal: A secure Web-based solution for providing ubiquitous access to grid services (design, development and implementation of a prototype). [D] . Rao, Srikant D. 2005

机译：CSEGrid门户：一种基于Web的安全解决方案，用于提供对网格服务的普遍访问（原型的设计，开发和实施）。
6. Optimisation of an exemplar oculomotor model using multi-objective genetic algorithms executed on a GPU-CPU combination [O] . Eleftherios Avramidis, Ozgur E. Akman 2017

机译：使用在GPU-CPU组合上执行的多目标遗传算法优化示例性动眼模型
7. Development of a grid service for multi-objective design optimisation [O] . Goteng Gokop 2009

机译：开发用于多目标设计优化的网格服务

Grid services for multi-objective design optimisation

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