Sökning: "Chalmers model"

Visar resultat 1 - 5 av 42 uppsatser innehållade orden Chalmers model.

  1. 1. Leveraging CNN for Automated Peak Picking in Untargeted Metabolomics without Parameter Dependencies

    Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

    Författare :Vivian Wang; Lidia Yalew; [2023-10-19]
    Nyckelord :Deep learning; Convolutional neural network; LC-MS; Peak Detection; Metabolomics; Faster R-CNN;

    Sammanfattning : Metabolomics is a scientific discipline that involves the thorough analysis of small molecules, known as metabolites, found within a biological system. Furthermore, liquid chromatography-mass spectrometry (LC-MS) is a commonly used analytical technique in metabolomics for analysing biological samples due to its broad coverage of the measurable metabolome. LÄS MER

  3. 2. Variation Management Strategies for Future Construction Sites: A study to address role of an equipment rental business in the energy transition

    H-uppsats,

    Författare :Ellen Blanksvärd; Frida Svensson; [2023-09-21]
    Nyckelord :battery storage; variation management; flexibility services; peak shaving; load shifting; demand side management; rental business; electrification; construction equipment; construction sites;

    Sammanfattning : Construction sites are facing challenges with high power peaks due to electrificationof heavy equipment where potential consequences are increased power tariffs locallyand risk of limited power supply. Another development is an increased intermittentpower supply due to more wind- and solar power in the electricity system, whichcauses price fluctuations. LÄS MER

  4. 3. Circular Economy in Commercial Real Estate A Study of the Design Process for Increased Reuse in Redevelopment Projects

    H-uppsats,

    Författare :IDA HOLMÉN; SIMON ANGERVALL; [2023-08-16]
    Nyckelord :Circular Economy in Commercial Real Estate A Study of the Design Process for Increased Reuse in Redevelopment Projects;

    Sammanfattning : The building and construction industry is currently one of the industries with themost significant environmental impact. It is responsible for roughly 100 billion tonsof waste yearly. LÄS MER

  5. 4. Modelling Electrical Vehicle Charging Demand with Historical Vehicle Movement Data

    H-uppsats,

    Författare :Kristina Markan; Victor Nilsson; [2022-11-29]
    Nyckelord :Electric vehicles; plug-in hybrid electric vehicles; charging infrastructure; vehicle data; mathematical modelling;

    Sammanfattning : In order to meet the environmental goals of 2030 set by the European Union, Sweden needs to build between 90 000 and 260 000 public charging poles in the upcoming eight years. In this thesis we have developed a mathematical model that given a area and time outputs the demand for charging in said area, along with introducing a redundancy value intended to show the tendency of vehicles in the area to stay plugged in to a charging station longer than necessary. LÄS MER

  7. 5. A Generic Model of Motivation in Artificial Animals Based on Reinforcement Learning

    Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

    Författare :Birger Kleve; Pietro Ferrari; [2022-05-06]
    Nyckelord :reinforcement; learning; reward; shaping; animat; homeostasis; ecosystem; motivation;

    Sammanfattning : This thesis is a part of a broader research project at Chalmers University of Technology focused on ecosystems’ simulations using reinforcement learning artificial animals, called animats. The scope of this project is to provide animats with a reward signal which should ultimately drive animats’ learning towards adaptation of their environment. LÄS MER