Essays about: "ARX model"

Showing result 1 - 5 of 22 essays containing the words ARX model.

  1. 1. Evaluation of Numerically Developed Models of an ECB for Estimating the Braking Torque on the SkiCrosser

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

    Author : Filip Andersson; William Marin; [2023]
    Keywords : ;

    Abstract : Cross-country skiing is a popular method of exercising that builds strength, stamina and engages the entire body. As cross-country skiing requires snow to be present, it is typically only performed during the winter, resulting in a rather limited way of exercising. READ MORE

  3. 2. Forecasting Stock Prices Using an Auto Regressive Exogenous model

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Måns Hjort; Lukas Andersson; [2023]
    Keywords : Bachelor thesis; Asset pricing; Quantitative finance; ARX model; OMX30; Finance; Stocks; Predictive models; Time series analysis; mathematical optimization theory; Gurobi Optimization Software;

    Abstract : This project aimed to evaluate the effectiveness of the Auto Regressive Exogenous(ARX) model in forecasting stock prices and contribute to research on statisticalmodels in predicting stock prices. An ARX model is a type of linear regression modelused in time series analysis to forecast future values based on past values and externalinput signals. READ MORE

  4. 3. Physics-Enhanced Machine Learning for Energy Systems

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Henrik Lindström; Emil Sundström; [2022]
    Keywords : Technology and Engineering;

    Abstract : Building operations account for a large amount of energy usage and the HVAC (Heating, Ventilation and Air Conditioning) systems are the largest consumer of energy in this sector. To reduce this demand, more energy-efficient control algorithms are implemented and a popular choice for a controller is the model predictive control. READ MORE

  5. 4. An Empirical Investigation On The Quality Of Open Source Anonymization Tools

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Pol Haghverdian; [2022]
    Keywords : Anonymization tools; Software testing; ARX; Amnesia;

    Abstract : Context. In mid-2018, the GDPR legislation came into force, makingit less easy for companies to acquire personal data and use that information,for example, with machine learning. In addition, the legislationnow requires personal data to be anonymized to avoid penaltiesbefore giving up such information to other organizations. READ MORE

  6. 5. Modelling and Run-Time Control of Localization System for Resource-Constrained Devices

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

    Author : Albin Mosskull; [2022]
    Keywords : Cross-layer optimization; Resource-constrained devices; Automatic hyperparameter tuning; Runtime control; Visual-inertial localization; Korsskiktsoptimering; Resursbegränsade enheter; Automatisk hyperparameterreglering; Körtidsreglering; Visuell-tröghets lokalisering;

    Abstract : As resource-constrained autonomous vehicles are used for more and more applications, their ability to achieve the lowest possible localization error without expending more power than needed is crucial. Despite this, the parameter settings of the localization systems, both for the platform and the application, are often set arbitrarily. READ MORE