کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
173381 | 458591 | 2010 | 19 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Integrated model-centric framework for support of manufacturing operations. Part I: The framework Integrated model-centric framework for support of manufacturing operations. Part I: The framework](/preview/png/173381.png)
Model-centric technologies must overcome a number of challenges limiting their ability to meet the needs of the Process Industries. First, a software component enabling the formulation of hybrid data-driven/model-based problems must be developed so that a number of realistic computer-aided process-engineering (CAPE) activities can be performed in an industrial environment. Second, these software components must be integrated into a single software platform so that the synergy between complementary model-based applications is unlocked and fully exploited by end-users. In this work we present a model-centric framework for integrated simulation, parameter estimation, data reconciliation and optimisation of industrial process systems. This framework is based on a new software architecture for CAPE that promotes the formulation of process-operations problems based on first-principles process models. This is achieved via the innovative Problem Definition Component (PDC) and the underlying mechanism of domain-specific data models, given in the form of templates (Data-Model Templates, or DMTs) and definitions (Data-Model Definitions, or DMDs). An industrial case-study is presented to illustrate the framework.
Journal: Computers & Chemical Engineering - Volume 34, Issue 1, 11 January 2010, Pages 17–35