کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6467369 1423252 2017 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Generation of an equipment module database for heat exchangers by cluster analysis of industrial applications
ترجمه فارسی عنوان
تهیه یک پایگاه اطلاعاتی مبدل های مبدل حرارتی به وسیله تجزیه و تحلیل خوشه ای از برنامه های کاربردی صنعتی
کلمات کلیدی
مدولاسیون، پایگاه داده ماژول تجهیزات، خوشه بندی نمونه برداری، مبدل حرارتی، طراحی کارخانه مبتنی بر ماژول،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی شیمی مهندسی شیمی (عمومی)
چکیده انگلیسی


- A new methodology for the generation of an equipment module database is proposed.
- 275 industrial applications of Evonik Industries AG are grouped in cluster analysis.
- Heat exchanger module is selected for each group of similar applications.
- 59% relative coverage achieved by 17 modules considering conservative constraints.
- 80% relative coverage achieved by 18 modules considering relaxed constraints.

Module-based plant design opens up the opportunity for the (bio-)chemical industry to reduce lead times, which is crucial for future competitiveness. Equipment modules are designed once such that they can cover a wide range of process applications and conditions. The time-consuming equipment design step is replaced by selecting the most suitable equipment module from an equipment module database so that engineering work is reused. Although of central importance in module-based plant design, an applicable equipment module database has not been developed, yet. Therefore, it is the aim of this work to develop a methodology for the generation of shell and tube heat exchanger modules for an equipment module database. Existing industrial heat transfer applications are grouped by a hierarchical clustering algorithm. For each cluster of applications a representative heat exchanger is selected. A set of possible representatives is generated in a Sobol sequence from which a heat exchanger is selected to be the representative that covers most of the applications inside the cluster considered. The representative heat exchangers are stored in the equipment module database. The resulting 17 heat exchanger modules can cover 59% of the considered industrial applications despite their considerable diversity regarding conservative operating constraints.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Chemical Engineering Science - Volume 167, 10 August 2017, Pages 278-287
نویسندگان
, , , , , ,