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23 European Symposium on Computer Aided Process Engineering
N. MeneghettiE. TombaP. FaccoF. LinceD.L. MarchisioA.A. BarresiF. BezzoM. Barolo
其他書名
Supporting the transfer of products between different equipment through latent variable model inversion
出版Elsevier Inc. Chapters, 2013-06-10
主題Science / Chemistry / Industrial & TechnicalTechnology & Engineering / Chemical & BiochemicalScience / Chemistry / General
ISBN01280858439780128085844
URLhttp://books.google.com.hk/books?id=-4R2DAAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋Product transfer is a problem commonly encountered in industry when a production has to be transferred from a source plant to a target plant. In this paper a strategy to assist product transfer is proposed. The strategy is based on latent variable models (LVMs) to relate the data available from one or more source plants with the (usually scarce) data available from the target plant, and on LVM inversion to estimate the target plant operating conditions. The inversion is performed within an optimization framework, which can handle constraints for both product quality variables and input variables. An experimental nanoparticle production process is used as a test bed to illustrate the benefits of the proposed strategy.