Essays about: "MDO"

Showing result 1 - 5 of 14 essays containing the word MDO.

  1. 1. Design Optimization in Gas Turbines using Machine Learning : A study performed for Siemens Energy AB

    University essay from Linköpings universitet/Programvara och system

    Author : Berggren Mathias; Sonesson Daniel; [2021]
    Keywords : Computer Science; Design Optimization; DO; MDO; Surrogate Models; Surrogates; Response Surface Methods; Metamodels; Metamodeling; Machine Learning; ML; FEA; Finite Element Analysis; FEM; Finite Element Method;

    Abstract : In this thesis, the authors investigate how machine learning can be utilized for speeding up the design optimization process of gas turbines. The Finite Element Analysis (FEA) steps of the design process are examined if they can be replaced with machine learning algorithms. READ MORE

  3. 2. A topic model-based approach for ontology extension in the computational materials science domain

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Tong Zhang; [2020]
    Keywords : ;

    Abstract : With the continuous development and progress of human society, the demand for advanced materials in all walks of life is increasing day by day. No matter in the agrarian age or the information age, human beings have always been tireless in the study of materials science, and the field of computational materials science has been the exploration of computational methods in materials science. READ MORE

  4. 3. Evaluation of parametric CAD models from a manufacturing perspective to aid simulation driven design

    University essay from Linköpings universitet/Maskinkonstruktion; Linköpings universitet/Industriell Produktion

    Author : Nachiketh Satish Prabhu; Ranjan Tunga Sarapady; [2019]
    Keywords : Simulation Driven Design; Parameteric CAD models; CAD; DOE; MDO; InspireForm; Apriori; CATIA V5;

    Abstract : Scania are known among to be the world’s leading supplier of transport solutions for heavy trucks and buses. Scania’s goal is to develop combustion engines that achieve low-pollutant emissions as well as lower carbon-footprint with higher efficiency. READ MORE

  5. 4. Development of Acoustic Simulations using Parametric CAD Models in COMSOL

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Rubén Noya Pozo; Antoine Bouilloux-Lafont; [2019]
    Keywords : parametric CAD models; KBE; acoustic simulations; optimisation; collaboration; MDO; Parametriska CAD modeller; KBE; akustiksimulering; optimering; samarbete; MDO;

    Abstract : With constantly changing regulations on emissions, heavy commercial vehicles manufacturers have to adapt for their products to preserve their quality while meeting these new requirements. Over the past decades, noise emissions have become a great concern and new stricter laws demand companies to decrease their vehicle pass-by noise target values. READ MORE

  6. 5. Analytical tool for electromechanical actuators for primary and secondary flight control systems : Optimization of the initial design of the EMA using parametric sizing models

    University essay from Karlstads universitet/Fakulteten för hälsa, natur- och teknikvetenskap (from 2013)

    Author : Albin Linderstam; [2019]
    Keywords : EMA; electromechanical actuators; three-phase synchronous permanent magnet motor; power-offbrake; two-stage planetary gear; ball screw; Saab Avionics Systems;

    Abstract : The number of flights have increased by 80% between 1990 and 2014, and the demand for air travel continues to increase. Even though the aviation sector contributes to economical and social benefits, it still affects the climate change [1]. READ MORE