Perspectives on the Design and Control of Multiscale Systems
| Autor: | Edmund G. Seebauer, Timothy O. Drews, Xiuling Li, Rudiyanto Gunawan, Yuan He, Richard C. Alkire, Effendi Rusli, Richard D. Braatz |
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| Rok vydání: | 2004 |
| Předmět: |
Computer science
Complex system Experimental data Control engineering General Medicine Optimal control Industrial and Manufacturing Engineering Computer Science Applications Nonlinear system Control and Systems Engineering Distributed parameter system Ab initio quantum chemistry methods Modeling and Simulation Statistical physics Sensitivity (control systems) Nanoscopic scale |
| Zdroj: | IFAC Proceedings Volumes. 37:155-166 |
| ISSN: | 1474-6670 |
| DOI: | 10.1016/s1474-6670(17)31806-2 |
| Popis: | New applications in materials, medicine, and computers are being discovered where the control of events at the molecular and nanoscopic scales is critical to product quality, although the primary manipulation of these events during processing occurs at macroscopic length scales. This motivates the creation of tools for the design and control of multiscale systems that have length scales ranging from the atomistic to the macroscopic. This paper describes a systematic approach that consists of stochastic parameter sensitivity analysis, Bayesian parameter estimation applied to ab initio calculations and experimental data, model-based experimental design, hypothesis mechanism selection, and multistep optimization. |
| Databáze: | OpenAIRE |
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