Please use this identifier to cite or link to this item:
|Title:||From database to operation design using a multiple model approach|
|Authors:||Lakshminarayanan, S. |
|Citation:||Lakshminarayanan, S., Tun, K., Takada, H. (2008-04). From database to operation design using a multiple model approach. Chemical Engineering Communications 195 (4) : 462-477. ScholarBank@NUS Repository. https://doi.org/10.1080/00986440701707685|
|Abstract:||We address the problem of estimating the input conditions (mixture compositions, operating temperature, pressure, etc.) that will result in manufacturing a product with the required properties using a data-based approach. A single-model type paradigm is shown to be unsuitable for all data sets or even for all output variables in a particular data set. A multiple-model type paradigm is therefore advocated. The input-output map is first obtained using one or more of the several modeling approaches. These models are then inverted to suggest operational strategies that will meet production goals. Several examples are presented to demonstrate the efficacy of the proposed methodology.|
|Source Title:||Chemical Engineering Communications|
|Appears in Collections:||Staff Publications|
Show full item record
Files in This Item:
There are no files associated with this item.
checked on Feb 25, 2018
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.