Essays about: "Simulation Driven Development"

Showing result 16 - 20 of 78 essays containing the words Simulation Driven Development.

1. 16. Machine Learning Driven Simulation in the Automotive Industry

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Aravind Ram Seshadri; [2022]
   Keywords : Machine learning in simulation; simulation-based machine learning; concept development; machine learning; data-driven design; data-driven simulation; technology analysis; capability analysis; technology study; design exploitation; classification algorithms; logistic regression;

   Abstract : The current thesis investigates data-driven simulation decision-making with field-quality consumer data. This is accomplished by outlining the benefits and uses of combining machine learning and simulation in the literature and by locating barriers to the use of machine learning (ML) in the simulation subsystems at a case study organization. READ MORE

3. 17. LES modelling of spray combustion

   University essay from Lunds universitet/Institutionen för energivetenskaper

   Author : Arvid Åkerblom; [2021]
   Keywords : Gas Turbine; CFD; Large Eddy Simulation; Lagrangian Particle Tracking; Chemical Kinetics; Reaction Mechanism; Combustion; OpenFOAM; CHEMKIN; Technology and Engineering;

   Abstract : Computational fluid dynamics is a powerful method for understanding the flow and combustion that occurs inside aircraft engines and will be a key tool in the transition from conventional fossil-based fuel to sustainable alternatives. Because conventional fuels have been more widely researched, an attempt at simulating the combustion of alternative fuels should be preceded by the development of a method that is capable of accurately simulating the combustion of a conventional fuel. READ MORE

4. 18. Towards a Data-Driven Approach to Ground-Fault Location in Distribution Power System using Artificial Neural Network

   University essay from Linnéuniversitetet/Institutionen för fysik och elektroteknik (IFE)

   Author : Antoine Dupuis; [2021]
   Keywords : Ground-Fault Location; Distribution power System; Artificial Neural Network; Machine Learning; Distributed Generation; Wavelet Transform;

   Abstract : Motivated by the need for less polluting energy production, the recent increase in renewable electricity production is reshaping classical power systems. Initially unidirectional and constant power flow becomes multi-directional and dynamic. As one of the many consequences, classical power system fault location methods might become outdated. READ MORE

5. 19. Design of flow guiding parts through CFD topology optimisation

   University essay from KTH/Fordonsdynamik

   Author : Aby Narayamparambil; [2021]
   Keywords : Topology optimisation in CFD; Ansys Fluent; Tosca Fluid; Particle track; Backflow tolerance; Topologi optimering i CFD; Ansys Fluent; Tosca Fluid; Particle track; Återflödets tolerans;

   Abstract : Scania works continuously to develop internal combustion engines and after treatment systems which can achieve low pollutant emissions and high efficiency. A major principal that Scania adopted for this goal is the Simulation Driven Development (SDD) process. READ MORE

6. 20. Modelling and simulation of vibratory driven sheet piles - Development of a stop criterion

   University essay from Lunds universitet/Byggnadsmekanik; Lunds universitet/Institutionen för byggvetenskaper

   Author : Johannes Jonsson; Anton Andersson; [2021]
   Keywords : Vibratory driving; sheet pile; Technology and Engineering;

   Abstract : During excavations, steel sheet piles are often installed through vibratory driving, to establish a retaining wall that resists soil instability and ground water leakage. The method of vibratory driving is that the sheet pile is driven into the soil with a vertical vibratory motion. This is especially effective in soft soils. READ MORE