Essays about: "optimal balans"

Showing result 1 - 5 of 24 essays containing the words optimal balans.

1. 1. Variational AutoEncoders and Differential Privacy : balancing data synthesis and privacy constraints

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Baptiste Bremond; [2024]
   Keywords : TVAE; Differential privacy; Tabular data; Synthetic data; DP-SGD; TVAE; differentiell integritet; tabelldata; syntetiska data; DP-SGD;

   Abstract : This thesis investigates the effectiveness of Tabular Variational Auto Encoders (TVAEs) in generating high-quality synthetic tabular data and assesses their compliance with differential privacy principles. The study shows that while TVAEs are better than VAEs at generating synthetic data that faithfully reproduces the distribution of real data as measured by the Synthetic Data Vault (SDV) metrics, the latter does not guarantee that the synthetic data is up to the task in practical industrial applications. READ MORE

3. 2. Hydrogen Pipeline Infrastructure Design for Germany in 2045

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

   Author : Flora Marianne von Mikulicz-Radecki; [2023]
   Keywords : Hydrogen Transport Infrastructure; Pipeline Networks; Retrofitting; Infrastructure Planning; Peak Hour Hydrogen Demand; Utilization Rate; Costs of Avoided Emissions; Carbon Neutrality; Infrastruktur för vätgastransport; rörledningsnät; eftermontering; infrastrukturplanering; efterfrågan på vätgas under m;

   Abstract : Germany’s commitment to carbon neutrality by 2045 underscores the need for climate action, with hydrogen’s multiple uses in industry, transport, and energy offering a viable solution. Efficient retrofitting of the extensive natural gas pipeline network can enable hydrogen to be transported from supply to demand centers. READ MORE

4. 3. Design space exploration for co-mapping of periodic and streaming applications in a shared platform

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Zhang Yuhan; [2023]
   Keywords : Design Space Exploration; Periodically activated tasks; Synchronous dataflow; IDeSyDe; Designutrymmesutforskning; Periodiskt aktiverade uppgifter; Synkron data-flöde; IDeSyDe;

   Abstract : As embedded systems advance, the complexity and multifaceted requirements of products have increased significantly. A trend in this domain is the selection of different types of application models and multiprocessors as the platform. READ MORE

5. 4. Tracking Optimization in Agrivoltaic Systems : A Comparative Study for Apple Orchards

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

   Author : Maddalena Bruno; [2023]
   Keywords : Agrivoltaics; Optimization; Light sharing; Apple Orchards; Lantbruk; Optimering; Ljusdelning; Äppelodlingar;

   Abstract : Agrivoltaic (APV) systems, based on the co-location of solar panels and crops, are an innovative solution to land-use conflicts that often arise between agriculture and energy production. Their optimal functioning starts with efficient management and sharing of light between solar panels and underlying plants. READ MORE

6. 5. Mental Health and Performance: Narratives of Swedish Elite Tennis Players

   University essay from Högskolan i Halmstad/Akademin för hälsa och välfärd

   Author : Elin Sievert; [2022]
   Keywords : optimal balance; elite athletes; narrative inquiry; career interviews; optimal balans; elittidrottare; narrative undersökning; karriärintervjuer;

   Abstract : Elite athletes often risk their health to achieve the highest level of performance, but this might instead result in decreased performance and health over time. Over the last few years, multiple elite athletes have expressed their struggles with mental health (MH), and it seems like the prevalence for mental illness in elite athletes is comparable to the general population. READ MORE