Essays about: "Movement Prediction"

Showing result 6 - 10 of 66 essays containing the words Movement Prediction.

  1. 6. Ankle Torque Estimation Using HDEMG Driven CNN-LSTM Model and Data Augmentation

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Haocheng Zhang; [2023]
    Keywords : data augmentation; deep learning; ankle joint torque estimation; HD-sEMG; dataökning; djupinlärning; vridmomentuppskattning av ankelleden; HD-sEMG;

    Abstract : Robotic-powered exoskeletons are increasingly used to assist patients with movement disorders in daily life and rehabilitation. Accurately estimating joint torque, especially for dynamic movement conditions using EMG, is crucial for effective assistance. READ MORE

  3. 7. Dynamic Control, Modeling and Sizing of Hybrid Power Plants : Investigating the optimum usage of energy storage for Fortum’s hydropower

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

    Author : Klas Lindgren; [2023]
    Keywords : Hydropower Plants; Energy Storage Systems; Hybrid Units; Frequency Regulation; Modeling; XGBoost Regression; Vattenkraftverk; Energilagringsystem; Hybridkraftverk; Frekvensreglering; Modellering; XGBoost Regression;

    Abstract : The rapidly evolving Nordic Power System demands enhanced flexibility and robustness in electricity production. The traditional role of hydropower plants in regulating the grid frequency has been challenged by new criteria for dynamic stability, which some units struggle to meet due to their relatively poor dynamic performance. READ MORE

  4. 8. Enhancing Anti-Poaching Efforts Through Predictive Analysis Of Animal Movements And Dynamic Environmental Factors

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Elena Castelli; [2023]
    Keywords : Animal trajectory; Dynamic environment; Trajectory prediction; Machine learning; Regression Neural Network; Poaching; Wildlife conservation;

    Abstract : This degree project addresses poaching challenges by employing predictive analysis of animal movements and their correlation with the dynamic environment using a machine learning approach. The goal is to provide accurate predictions of animal movements, enabling rangers to intercept potential threats and safeguard wildlife from snares. READ MORE

  5. 9. Polar mesoscale cyclones in ERA5 and CARRA

    University essay from Uppsala universitet/Luft-, vatten- och landskapslära

    Author : Zhaohui Cheng; [2023]
    Keywords : polar mesoscale cyclones; polar lows; ERA5; CARRA;

    Abstract : Polar mesoscale cyclones (PMCs) are low-pressure systems that form in polar regions. Their small size and short lifespan pose challenges for coarse resolution models in capturing PMCs and their associated air-sea mass and energy transfer. To address the influence of resolution on PMCs, a comparison between a higher resolution dataset (CARRA with 2. READ MORE

  6. 10. Predicting Stock Market Movement Using Machine Learning : Through r/wallstreetbets sentiment & Google Trends, Herding versus Wisdom of Crowds

    University essay from Uppsala universitet/Företagsekonomiska institutionen

    Author : Niklas Norinder; [2022]
    Keywords : Sentiment Analysis; Machine Learning; Stock Movement Prediction; r wallstreetbets; Google Trends;

    Abstract : Stock market analysis is a hot-button topic, especially with the growth of online communities surrounding trading and investment. The goal of this paper is to examine the sentiment of r/wallstreetbets and the Google Trends score for a number of stocks – and then understanding whether the herding nature of investors on r/wallstreetbets is better at predicting the movement of the stock market than the WOC nature of Google Trends scores. READ MORE