Essays about: "metamodel based design optimization."

Found 4 essays containing the words metamodel based design optimization..

1. 1. Meta-Modelling Based Design Optimization of Gas Turbine Blade Cooling Channels

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Namita Sharma; [2021]
   Keywords : Machine Learning; Meta Model; Data Science;

   Abstract : The aim of this paper is to investigate the use of Machine Learning to accelerate the processof gas turbine design optimization. Traditionally, the process simulations involved inoptimization are performed using commercial Computational Fluid Dynamics (CFD) softwaretools to find the best combinations of design parameters under specific conditionsand operational constraints. READ MORE

3. 2. Design Parameter Identification and Verification for Thermoplastic Inserts

   University essay from Linköpings universitet/Mekanik och hållfasthetslära

   Author : Malhar Ozarkar; [2020]
   Keywords : Contact modelling; experimental validation; thermoplastic material; metamodel based design optimization.;

   Abstract : Inserts are a crucial part of household and industrial furniture. These small plastic parts which often go unnoticed to the naked eye perform crucial functions like providing a base for the furniture, leveling the furniture, safeguarding the user from edges of the tubes used and providing an aesthetic finish. READ MORE

4. 3. Screening for important factors in large-scale simulation models: some industrial experiments

   University essay from Högskolan i Skövde/Institutionen för ingenjörsvetenskap

   Author : Rafael Adrián García Martín; José Manuel Gaspar Sánchez; [2015]
   Keywords : Sequential Bifurcation; Screening; Design of experiments; Optimization; Discrete Event Simulation; Simulation; Optimización; Simulación de Eventos Discretos; Simulación; Diseño de experimentos; Organización Industrial; Ingeniería Industrial;

   Abstract : The present project discusses the application of screening techniques in large-scale simulation models with the purpose of determining whether this kind of procedures could be a substitute for or a complement to simulation-based optimization for bottleneck identification and improvement. Based on sensitivity analysis, the screening techniques consist in finding the most important factors in simulation models where there are many factors, in which presumably only a few or some of these factors are important. READ MORE

5. 4. Metamodel-based Optimization of an Electromagnetic Stirrer

   University essay from KTH/Optimeringslära och systemteori

   Author : Karolina Olofsson; []
   Keywords : ;

   Abstract : An electromagnetic stirrer (EMS) is a device widely used in metal melting processes. An EMS is normally placed under the bottom of a metal melting furnace. The presence of an EMS establishes a movement of the melts inside the furnace through the interaction between the electromagnetic force generated by the stirrer and the metallic melts. READ MORE