From Component Reduced Models to Reduced Modelling of Multi-Component Systems

Giacomo Quaranta; Mustapha Ziane; Simó Masqué Barri; Carlos Terres Aboitiz; Anne Chambard; Jean Louis Duval; Elias Cueto; Francisco Chinesta

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From Component Reduced Models to Reduced Modelling of Multi-Component Systems

机译：从组件减少模型到减少多组分系统的建模

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The present work focuses on the reduced modelling of multi-component systems, in particular on a two stages stamping chain process. Starting from snapshots collected by using the commercial software PAM-STAMP, the non-intrusive sparse-PGD constructor is used in order to build a parametric transfer function of each operation in a separated representation, circumventing the problem of the curse of dimensionality. Moreover, in order to fill the gap between this deterministic solution and the measured fields and safely applied control strategies, data driven-modeling can be employed according to the new “hybrid twin” methodology.

机译：本工作侧重于减少多分量系统的建模，特别是在两个阶段冲压链过程。从使用商业软件PAM标记收集的快照开始，使用非侵入式稀疏PGD构造函数，以便在分离的表示中构建每个操作的参数传递函数，避免了维度的诅咒问题。此外，为了填补该确定性解决方案和测量的领域之间的间隙和安全的应用控制策略，可以根据新的“混合双”方法采用数据驱动建模。

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《Procedia Manufacturing》 |2020年第186期|共6页
作者
Giacomo Quaranta; Mustapha Ziane; Simó Masqué Barri; Carlos Terres Aboitiz; Anne Chambard; Jean Louis Duval; Elias Cueto; Francisco Chinesta;
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stampinghybrid-twinmodel order reductionPGD;

机译：SteampyBrid-TwinModel订单RexaptPGD;

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1. REDUCED ORDER MODELING FOR NONLINEAR MULTI-COMPONENT MODELS [J] . Hany S. Abdel-Khalik, Youngsuk Bang, Christopher Kennedy, International journal for uncertainty quantifications . 2012,第4期

机译：非线性多分量模型的降阶建模
2. Development of multi-component diesel surrogate fuel models - Part I: Validation of reduced mechanisms of diesel fuel constituents in 0-D kinetic simulations [J] . Poon Hiew Mun, Pang Kar Mun, Ng Hoon Kiat, Fuel . 2016,第sepa15期

机译：多组分柴油替代燃料模型的开发-第一部分：在0-D动力学模拟中验证柴油成分减少的机理
3. REDUCING SYSTEMS OF ION TRANSPORT EQUATIONS TO SYSTEMS OF EQUATIONS OF MULTI-COMPONENT DIFFUSION IN NON-ELECTROLYTIC SOLUTIONS [J] . Engelhardt G., Strehblow HH. Journal of Electroanalytical Chemistry: An International Journal Devoted to All Aspects of Electrode Kinetics, Interfacial Structure, Properties of Electrolytes, Colloid and Biological Electrochemistry . 1995,第1a2期

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4. From Component Reduced Models to Reduced Modelling of Multi-Component Systems [C] . Giacomo Quaranta, Mustapha Ziane, Simo Masque Barri, International Conference on Material Forming . 2020

机译：从组件减少模型到减少多组分系统的建模
5. Use of expansion of highly reduced order models for the accurate prediction of full field dynamic characteristics in the forced response of linear and nonlinear systems and components. [D] . Obando, Sergio E. 2015

机译：使用高度降阶模型的扩展来精确预测线性和非线性系统及组件的强制响应中的全场动态特性。
6. Pragmatic randomised controlled trial to evaluate the effectiveness and cost effectiveness of a multi-component intervention to reduce substance use and risk-taking behaviour in adolescents involved in the criminal justice system: A trial protocol (RISKIT-CJS) [O] . Simon Coulton, Kelly Stockdale, Catherine Marchand, 2017

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7. Development of multi-component diesel surrogate fuel models – Part I: Validation of reduced mechanisms of diesel fuel constituents in 0-D kinetic simulations [O] . Poon Hiew Mun, Pang Kar Mun, Ng Hoon Kiat, 2018

机译：多组分柴油替代燃料模型的开发 - 第一部分：在0-D动力学模拟中验证柴油燃料成分的减少机制

From Component Reduced Models to Reduced Modelling of Multi-Component Systems

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