Essays about: "performance management constraints"

Showing result 1 - 5 of 63 essays containing the words performance management constraints.

  1. 1. Transformer Offline Reinforcement Learning for Downlink Link Adaptation

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

    Author : Alexander Mo; [2023]
    Keywords : Link Adaptation; Transformers; Reinforcement Learning; Sequence Modelling; Decision Transformer; Deep Neural Networks; Radio Resource Management; Telecommunication; Länkanpassning; Transformers; Reinforcement Learning; Sekvensmodellering; Beslutsstöd; Djupa neurala nätverk; Dataresurshantering; Telekommunikation;

    Abstract : Recent advancements in Transformers have unlocked a new relational analysis technique for Reinforcement Learning (RL). This thesis researches the models for DownLink Link Adaptation (DLLA). READ MORE

  3. 2. Reinforcement learning for EV charging optimization : A holistic perspective for commercial vehicle fleets

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

    Author : Enzo Alexander Cording; [2023]
    Keywords : Deep Reinforcement Learning; EV charging optimization; Artificial Intelligence; Commercial vehicle fleets; Electric vehicles; Deep Reinforcement Learning; optimering av elbilsladdning; artificiell intelligens; kommersiella fordonsflottor; Elektriska fordon;

    Abstract : Recent years have seen an unprecedented uptake in electric vehicles, driven by the global push to reduce carbon emissions. At the same time, intermittent renewables are being deployed increasingly. These developments are putting flexibility measures such as dynamic load management in the spotlight of the energy transition. READ MORE

  4. 3. Analysis to reduce ice-related production losses for wind turbines

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

    Author : Jhason Paran De La Cruz; [2023]
    Keywords : Wind power; cold climate; wind turbine icing; ice losses; ice protection systems; blade heating; de-icing; analytical dashboard; data visualization.; Vindkraft; kalla klimat; nedisning av vindkraftverk; isförluster; isskyddssystem; uppvärmning av blad; avisning; analysverktyg; datavisualisering.;

    Abstract : In the rapidly growing wind energy market, regions with cold climates are currently in the spotlight owing to their abundance of wind resources. However, the operation of wind turbines in cold climate conditions is challenged by serious icing problems. READ MORE

  5. 4. Automating End Station Configuration: An Agile Approach to Time-Sensitive Networking

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Fredrik Hallström; [2023]
    Keywords : Time-Sensitive Networking; End Stations; Configuration; Centralized Network Configuration; Centralized User Configuration; Engineering Tool;

    Abstract : Industries such as automotive and industrial automation are pushing the limits of networking technology. The Time-Sensitive Networking (TSN) standards offer a promising solution that can meet the demands of high-bandwidth applications with strict timing constraints, allowing time-critical traffic to coexist with other traffic. READ MORE

  6. 5. Redesign of Adapted Crossmember

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

    Author : Gustaf Rudbeck; Philip Linder-Aronson; [2023]
    Keywords : Truck Crossmember; Power take off system; Frame; Lastbil; Tvärbalk; PTO; Ram;

    Abstract : This thesis aims to address the incompatibility issues between Scania's 600 mm silencers and the second position 2 o'clock PTO adapted crossmember, by exploring redesign possibilities. The goal is to enable the co-mounting of these components, expanding customization options and enhancing Scania's modularization capabilities. READ MORE