Essays about: "Modell för prediktering"

Showing result 1 - 5 of 16 essays containing the words Modell för prediktering.

  1. 1. Predicting the Impact of Supply Chain Disruptions Using Statistical Analysis and Machine Learning

    University essay from KTH/Matematisk statistik

    Author : Hannes Andersson; John Sjöberg; [2023]
    Keywords : Supply chain disruption; SMOTE; feature engineering; machine learning; random forest; statistics; applied mathematics; Störning i försörjningskedja; maskininlärning; matematik; statistik;

    Abstract : The dairy business is vulnerable to supply chain disruptions since large safety stocks to cover up losses are not always a viable option, therefore it is crucial to maintain a smooth supply chain to ensure stable delivery accuracies. Disruptions are unpredictable and hard to avoid in the supply chain, especially in cases where production errors cause lost production volume. READ MORE

  3. 2. Prediction of 5G system latency contribution for 5GC network functions

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

    Author : Ziyu Cheng; [2023]
    Keywords : Network model; End-to-end delay; 5GC; Prediction model; CPU load; Nätverksmodell; Slutanvändare; latens; 5GC; Modell för prediktering; CPU-last;

    Abstract : End-to-end delay measurement is deemed crucial for network models at all times as it acts as a pivotal metric of the model’s effectiveness, assists in delineating its performance ceiling, and stimulates further refinement and enhancement. This premise holds true for 5G Core Network (5GC) models as well. READ MORE

  4. 3. Noise Reduction of Scintillation Camera Images Using UNET: A Monte Carlo Simulation Approach

    University essay from Lunds universitet/Sjukhusfysikerutbildningen

    Author : Johanna Korpijärvi; [2021]
    Keywords : Medicine and Health Sciences;

    Abstract : Background The project aims to reduce the noise in planar 111-In projections with a machine learning model. Method Sixteen base phantoms were used to create 696 phantoms in XCAT. An anterior planar projection was simulated with 111-In and ten uptake curves for each phantom in SIMIND. READ MORE

  5. 4. AI-Powered Network Traffic Prediction

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

    Author : Amin Bolakhrif; [2021]
    Keywords : Deep Learning; IP Address; Machine Learning; Network Traffic Flows; Neural Networks; Predictive Model; Regression.; Djupinlärning; IP Address; Maskininlärning; Nätverkstrafikflöden; Neurala Nätverk; Prediktionsmodell; Regression.;

    Abstract : In this Internet and big data era, resource management has become a crucial task to ensure the quality of service for users in modern wireless networks. Accurate and rapid Internet traffic data is essential for many applications in computer networking to enable high networking performance. READ MORE

  6. 5. Friction and material modelling in Sheet Metal Forming Simulations

    University essay from Blekinge Tekniska Högskola/Institutionen för maskinteknik

    Author : Herman Bentsrud; [2020]
    Keywords : Sheet metal forming; Material model; Triboform; Autoform; Plåtmetalformning; Materialmodell; Triboform; Autoform;

    Abstract : In today’s car manufacturing industry, sheet metal forming is a important process that takes preparation, which is time consuming and complex when new processes are made. When new metal grades and alloys are provided to the industry, tests are conducted to determine it’s behaviour and strengths. READ MORE