Sökning: "performance optimisation"

Visar resultat 1 - 5 av 191 uppsatser innehållade orden performance optimisation.

  1. 1. The Impact of Deep Neural Network Pruning on the Hyperparameter Performance Space: An Empirical Study

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

    Författare :Jonna Matthiesen; [2023-10-24]
    Nyckelord :Compression; Deep Learning; DNN; Hyperparameters; Optimization; Pruning; Hyperparameter Optimisation; Hyperparameter Tuning;

    Sammanfattning : With the continued growth of deep learning models in terms of size and computational requirements, the need for efficient models for deployment on resource-constrained devices becomes crucial. Structured pruning has emerged as a proven method to speed up models and reduce computational requirements. LÄS MER

  3. 2. Harnessing Hydrogen and Batteries: Hybrid Energy Storage System for Versatile and Profitable Renewable Power Production

    Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Industriell elektroteknik och automation

    Författare :Nora Jaredson Lilja; Hugo Björling; [2023]
    Nyckelord :Energy storage; Hydrogen energy storage; Battery storage; Hybrid storage; Wind power; Solar power; Combined wind and solar power production; Variable renewable energy sources; Power management; Energy storage operational strategy; Plannable renewable power production; Technology and Engineering;

    Sammanfattning : This thesis explores the integration of hydrogen and battery energy storage systems as a means to enhance the management of wind and solar power in the pursuit of a greener grid. The objective of the study is to identify the potential benefits and challenges associated with hybrid energy storage systems (HESS) and their role in renewable energy integration. LÄS MER

  4. 3. Semi-automatic Segmentation & Alignment of Handwritten Historical Text Images with the use of Bayesian Optimisation

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen Vi3

    Författare :Philip MacCormack; [2023]
    Nyckelord :handwritten text recognition; machine learning; bayesian optimisation; image analysis; segmentation; alignment;

    Sammanfattning : To effortlessly digitise historical documents has risen to be of great interest for some time. Part of the digitisation is what is called annotating of the data. Such data annotations are obtained in a process called alignment which links words in an image to the transcript. LÄS MER

  5. 4. Enhancing Stock Management Efficiency at Excillum AB

    Master-uppsats, KTH/Produktionsutveckling

    Författare :Clive Carvalho; [2023]
    Nyckelord :Safety Stock; Inventory Management; Stock Management; EOQ; Order Quantity; Reorder Point; Inventory Optimisation; Inventory control; MTO; Customer order time; Lead time; Demand; Säkerhetslager; Lagerhantering; Lagerhantering; EOQ; Orderkvantitet; Återbeställningspunkt; Lageroptimering; Lagerkontroll; MTO; Kundordertid; Ledtid; Efterfrågan;

    Sammanfattning : This thesis work aims to improve the stock management system of Excillum AB, a Stockholm-based company that specializes in high-performance X-ray sources. The current stock management system has limitations, resulting in gaps when managing the inventory. LÄS MER

  7. 5. Global Supply Chain Optimisation by Using Sensing Solutions

    Master-uppsats, Lunds universitet/Produktionsekonomi

    Författare :Ahmad Belbisi; Amjad Belbisi; [2023]
    Nyckelord :Supply Chain Disruptions; Supply Chain Resilience; Supply Chain Visibility; Supply Chain Transparency; Real-Time Visibility; Internet of Things; Industry 4.0; Technology and Engineering;

    Sammanfattning : Problemformulering: Internationalisering, högre volatilitet på efterfrågan och snabbare försörjningskedjor är faktorer som gör den globala kedjan mer komplex. Därför strävar organisationer efter en bättre bild av deras försörjningskedja realtidsprestanda. LÄS MER