Essays about: "Linear Information Models"

Showing result 21 - 25 of 199 essays containing the words Linear Information Models.

1. 21. Modeling German Energy Market Hourly Profiles with a Focus on Variable Renewable Energy

   University essay from Lunds universitet/Nationalekonomiska institutionen; Lunds universitet/Statistiska institutionen

   Author : Vincent Ball; Thomas Pegoraro; [2023]
   Keywords : Energy Market; Energy Prices; Renewable Energy; Machine Learning; Business and Economics;

   Abstract : This paper investigates the best methods for modeling hourly profiles in the German energy market for the period between 2018 and 2022. Modeling emphasized variable renewable energy (VRE) and included information on the level of energy production, oil price, COVID lockdowns, and historic hourly energy spot prices. READ MORE

3. 22. Fault Detection in PV System using Machine Learning Technique

   University essay from Högskolan Dalarna/Mikrodataanalys

   Author : Adhyapadi Apoorva Bhat; Jomin Koothenparambil Joy; [2023]
   Keywords : Machine learning; Fault Detection; Cluster; Regression model; PV System; Prediction; Solar Power; Renewable Energy;

   Abstract : With the steady and rapid reliance on solar power as a viable alternative to traditional fuel-based energy, maintenance of solar panels is becoming an unavoidable issue for both producers and consumers. Machine learning techniques are useful in detecting solar panel faults and their life span. READ MORE

4. 23. Elastic Net Regression for Prosthesis Control in Short Residual Limb Amputees: Performance and Generalizability

   University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

   Author : Oskar Berg; [2023]
   Keywords : Neuroengineering; Statistics; Biomedical Signal Processing; Technology and Engineering;

   Abstract : This Master's thesis in Biomedical Engineering investigates the performance and generalizability of linear regression models in context of prosthesis control for short residual limb amputees. This thesis uses intramuscular electromyography data, and a regression and emplys a regression technique called Elastic Net Regression - a technique that combines L1 and L2-regularization - to predict 1-DOF isometric forces outputs from fingers and the wrist. READ MORE

5. 24. Test Case Selection in Continuous Integration Using Reinforcement Learning with Linear Function Approximator

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Younus Salman; [2023]
   Keywords : test case selection; reinforcement learning; function approximation; feature sets; machine learning; continuous integration;

   Abstract : Continuous Integration (CI) has become an essential practice in software development, allowing teams to integrate code changes frequently and detect issues early. However, the selection of proper test cases for CI remains a challenge, as it requires balancing the need for thorough testing with the minimization of execution time and resources. READ MORE

6. 25. The Impact of China's Digital Economy Development on Carbon Emissions - Taking 31 Key Cities as Evidence

   University essay from Lunds universitet/Ekonomisk-historiska institutionen

   Author : Chu Han Qin; [2023]
   Keywords : Digital economy; Carbon emissions; Low-carbon development; Information and communication technology ICT ; Inverted U-shape; Environmental Kuznets Curve EKC ; Business and Economics; Social Sciences;

   Abstract : Environmental deterioration led by global warming is accelerating, and low-carbon development has become a global consensus. China, as the world's largest developing country, has also responded to low-carbon development and proposed a "30.60" dual-carbon target aimed at reducing carbon emissions. READ MORE