Blar i Master of Science in Industrial IT and Automation, Online Programme på utgivelsesdato
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Advanced model-based control of B36:45 LNG engines based on data driven models using machine learning tools
(Master thesis, 2021)This work is about developing a data driven MPC control for optimization of fuel consumption by minimizing the heat rate of an LNG gas engine from Bergen Engines AS. The model is based on real life data from an installed ... -
Implementation of Intelligent User Interface for Open-Source Software Configuration Library
(Master thesis, 2021)Configuration is one of many challenges of software development. Modern software requires configuration in one form or another, often by input parameters stored in configuration files. Equinor has developed an open-source ... -
System identification and dynamic positioning (DP) of ships
(Master thesis, 2022)This report combines system identification and controller tuning for the developing of a DP system for a supply boat vessel. Project objectives include performing literature research about the DP system, implementing a ... -
Digital twin for monitoring, optimization and training in battery production
(Master thesis, 2022)A Norwegian battery manufacturer with goals of becoming the most technological workplace globally, is working on developing 1D and 3D digital twin to model and optimize the battery production process. The objective of ... -
IoT based data logger system for NOMAD sewage units with focus on efficiency and performance
(Master thesis, 2022)NOMAD unit is a sanitary infrastructure released by JetsTM in 2022. The aim of this thesis is to look at the feasibility of data logging from a mobile site of the NOMAD unit to a cloud platform or external location. This ... -
Integrating Decentralized Ledger Technologies with the Internet of Things (IoT) to handle Operational Maintenance Data
(Master thesis, 2022)The number of IoT devices is over several billion as of 2020. The increased number of IoT devices and the generated data introduces the challenge of privacy. There is a need for a safe and trustworthy-based storage model. ... -
Robust MPC for optimal oil production under the presence of uncertainties
(Master thesis, 2022)Industries, business and private people often want to maximize income. The petroleum industry is no exception. Higher production leads to higher income. Model predictive control can help maximizing the production at oil ... -
Multiphase flow metering – estimation of flow velocities of component phases using multimodal sensor suite
(Master thesis, 2022)There are many good alternatives to measure single-phase flow with high accuracy, but measuring multiphase flow is challenging. The sand detectors used on Equinor’s oil and gas installations use a piezoelectric sensor to ... -
Warning drivers about vehicle wrong way ahead over Nordic Way interchange and cellular network
(Master thesis, 2022)Meeting vehicles in wrong direction on a divided highway is a dangerous situation that might cause a high energy collision. If one can warn other drivers that a vehicle is heading in their direction using C-ITS, this will ... -
Development of Predictive Machine Learning Algorithm for Energy Usage in Buildings
(Master thesis, 2023)A model for energy usage forecasting can be a tool to help reduce the energy consumed by buildings, and thereby also reduce both the energy costs and carbon footprint of buildings. In order to create a good prediction ... -
IOTA for Industry 4.0 to handle production processes
(Master thesis, 2023)This master thesis explores the potential of Decentralized Ledger Technologies (DLTs), particularly IOTA Tangle, in storing and analyzing data. The objective of the study is to develop an application that can store data ... -
Development and Testing of LoRaWAN Sensor Network for Internet of Things Applications
(Master thesis, 2023)There are several wireless technologies that can be used for Internet of Things. Among these are Bluetooth, Cellular and Low Power Wide Access Network (LPWAN). Devices connected to LPWAN may work longer and be placed in ...