APROS-NIMBUS: Dynamic Process Simulator and Interactive Multiobjective Optimization in Plant Automation

التفاصيل البيبلوغرافية
العنوان: APROS-NIMBUS: Dynamic Process Simulator and Interactive Multiobjective Optimization in Plant Automation
المؤلفون: Kaisa Miettinen, Hannu Niemistö, Jussi Hakanen, Jouni Savolainen, Karthik Sindhya, Vesa Ojalehto
بيانات النشر: Elsevier, 2013.
سنة النشر: 2013
مصطلحات موضوعية: Plant automation, pareto optimality, Computer science, Process (engineering), business.industry, Control (management), multiple criteria decision making, Decision maker, Multi-objective optimization, decision making, Software, Conflicting objectives, business, Simulation
الوصف: Virtual commissioning of chemical plants often involves a dynamic simulator and an optimization method. This paper demonstrates the integration of APROS, a dynamic process simulator and IND-NIMBUS, an interactive multiobjective optimization software. We implement a multiobjective concentration control problem in APROS involving conflicting objectives and employ a decision maker to interact with IND-NIMBUS and express his preference information to finally obtain his most preferred solution. The results of this study show that APROS and IND-NIMBUS can be integrated and an interactive multiobjective optimization method can help the decision maker in exploring trade-offs among conflicting objectives and available solutions, and finally choose one solution as his preferred one.
DOI: 10.1016/b978-0-444-63234-0.50146-9
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::09d0189b69b090016326f3b6cc557246
https://doi.org/10.1016/b978-0-444-63234-0.50146-9
رقم الانضمام: edsair.doi.dedup.....09d0189b69b090016326f3b6cc557246
قاعدة البيانات: OpenAIRE
الوصف
DOI:10.1016/b978-0-444-63234-0.50146-9