Browsing Master of Science in Industrial IT and Automation by Title
Now showing items 1-20 of 63
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AE-Sensors and Multimodal Sensor Data Fusion in Liquid Flow metering
(Master thesis, 2022)One of the biggest challenges in Oil and gas industries is finding convenient method for accurately measuring flow rate of multiphase materials flowing through a system. There are different approaches done to handle this ... -
AI Techniques in assisting elderly people at home with unobtrusive supervision of events related to health and safety
(Master thesis, 2017)AI techniques are used widely in merging technologies, such as smartphones, PC, Internet of Things (IoT) with cheap and computational power on chips. Device sizes, range of wireless communication and governmental initiatives ... -
Application of Reinforcement Learning for Action Evaluation
(Master thesis, 2021)Forsterkende læring er en type maskin læring, hvor læringen er basert på prøving og feiling. Det er vanligvis strukturert som en kobling mellom en agent og et miljø. Agenten velger hvilken handling som skal tas, og får en ... -
Automatic Tuning of PID Controllers
(Master thesis, 2018)Proportional Integral and Derivative (PID) controllers are the most frequently used controllers in the process industry over the years. The performance is a factor of adequate tuning. The knowledge of the process is ... -
Autonomous driving and machine learning with TurtleBot3 Waffle Pi mobile rover
(Master thesis, 2023)This project explores autonomous driving and machine learning with the TurtleBot3 Waffle Pi mobile rover in a custom-built racing rig. The project aims to develop an autonomous driving vehicle research and educational ... -
Characterization of Rheological Properties of Drilling Fluids Using Ultrasonic Waves
(Master thesis, 2018)Drilling fluid rheology is important for drilling safety and has to be constantly monitored and adjusted during drilling operations. The goal of this thesis is to attempt to create a model with neural networks that can ... -
Characterization of Ultrasonic Waves in various Drilling Fluids
(Master thesis, 2017)The aim of this master thesis is to characterize ultrasonic wave propagation in different mud samples with respect to propagation distance using three different transducers frequency, this is expected to be an introduction ... -
Closed Loop transient response System Identification
(Master thesis, 2017)Closed-loop Transient step response analysis SID technique is known for its simplicity and effectiveness in accommodating practical constraints and operational restrictions of particular system, and thus giving customized ... -
Clustering time-series data
(Master thesis, 2024)This thesis investigates the application of machine learning techniques to classify and cluster time-series data from motor vibrations, focusing on enhancing condition-based monitoring (CBM) systems for industrial ... -
Comparison between finite impulse response (FIR) and deep neural network (DNN) models for prediction of the CO2 slip in the CO2 removal system of ammonia plant
(Master thesis, 2021)Data-driven modeling of the decarbonization section in an ammonia plant was the main purpose of this project. The available data from plant historians was used for the prediction of CO2 slip from the decarbonization section. ... -
Computer vision-guided autonomous grasping system using Leo Rover with robotic arm
(Master thesis, 2024)The master’s thesis project explores Leo Rover, equipped with a Lidar sensor, stereo camera, and robotic arm, available at University of South-Easten Norway. Leo Rover is a semi-autonomous mobile robot used for research ... -
Daily production optimization of gas-lifted oil field with MPC framework
(Master thesis, 2024)The continuous increase in energy demand requires alternative solutions and sustainable energy production from the existing sources. Thus, the existing mature oil fields require optimization and gas injection is one option ... -
Data Cloud Platform for Data Management, Logging, Control and Monitoring
(Master thesis, 2016)It has become more and more common in today's society to implement automated systems for monitoring and controlling objects remotely across existing network infrastructures. In this master’s thesis, design and implementation ... -
Decentralized application (dApp) on the VechainThor blockchain for business processes
(Master thesis, 2024)This master thesis explores the development and implementation of a decentralized application (dApp) on the VechainThor blockchain, with a focus on enhancing traceability and transparency in business processes. Beginning ... -
Design and development of Windows Store application for measurements and monitoring
(Master thesis, 2015-09-18)The apparatus and technical implementations used to measure and monitor weather parameters, combined with the mathematical models used to predict the weather makes a weather system perfect for education and research in ... -
Designing, Implementing, and Testing Smart Cities Use Cases concerning practical Internet of Things Applications
(Master thesis, 2024)Porsgrunn Kommune faced several challenges related to traffic management and parking efficiency. The existing systems needed more real-time monitoring capabilities, making it challenging to assess traffic conditions ... -
Determination of oil well properties using fiber optic sensor (DAS) data and machine learning models
(Master thesis, 2024)In this Master dissertation data driven modeling of multiphase fluid fraction prediction is implemented. Fluid fraction is predicted for two phase flow, one for GVF and oil flow and second for Water cut and oil flowrate. ... -
Developing an activity simulator of a person living in a smart house
(Master thesis, 2018)People tend to follow specific patterns in their daily lives. In a smart house context, this can be useful information to determine normal and abnormal behavior of smart house inhabitants. By using patterns based on the ... -
Developing and Testing of an MPC strategy for a four tanks multivariable process using Emerson Delta V system.
(Master thesis, 2020)With the advancement of control system, Model Predictive Control has taken over the mainstream PID controller because of its more efficient and advanced control over the multivariable process. The Quadruple Tank process ... -
Development of a simulation platform and testing of a 5 degrees of freedom ReactorX 150 robotic arm manipulator
(Master thesis, 2023)The University of South-Eastern Norway recently purchased several units of the Trossen Robotics ReactorX-150 educational robots, enabling campus students’ access to some great robots for education and research purposes. ...