Blar i Institutt for IKT og realfag på tittel
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A Multi-View Self-Supervised Approach to Learn Representations of EEG Data for Downstream Prediction Tasks
(Master thesis, 2023)Denne avhandlingen presenterer en selvovervåket dyp læringstilnærming for å lære og trekke ut representasjoner fra langtids-electroencephalogram (EEG) inndata, for å bli brukt i nedstrømsoppgaver som prediksjon av demens, ... -
A New Anomaly Detection System for School Electricity Consumption Data
(Journal article; Peer reviewed, 2017)Anomaly detection has been widely used in a variety of research and application domains, such as network intrusion detection, insurance/credit card fraud detection, health-care informatics, industrial damage detection, ... -
A Novel Friendly Jamming Scheme in Industrial Crowdsensing Networks against Eavesdropping Attack
(Journal article; Peer reviewed, 2018)Eavesdropping attack is one of the most serious threats in industrial crowdsensing networks. In this paper, we propose a novel anti-eavesdropping scheme by introducing friendly jammers to an industrial crowdsensing network. ... -
A Novel Low Cost ROV for Aquaculture Application
(Chapter, 2017)Marine aquaculture is deeply rooted in Norwegian national economics and traditions, especially in the MØre og Romsdal region. This paper presents the development of a novel ROV for aquaculture inspection in marine application ... -
A Receding Horizon Genetic Algorithm for Dynamic Resource Allocation: A Case Study on Optimal Positioning of Tugs
(Journal article; Peer reviewed, 2012)This paper presents a receding horizon genetic algorithm (RHGA) for dynamic resource allocation. The algorithm combines methods from control theory and computational intelligence to simultaneously solve the problems of (i) ... -
A Riemannian geometry theory of human movement: The geodesic synergy hypothesis
(Journal article; Peer reviewed, 2015)Mass-inertia loads on muscles change with posture and with changing mechanical interactions between the body and the environment. The nervous system must anticipate changing mass-inertia loads, especially during fast ... -
a simulation model for power management in hybrid ships
(Bachelor thesis, 2020)Målet for dette prosjektet var å lage en grunnleggende Simulink modell som kan brukes til å simulere kraftproduksjonen i et skip som har både batterier og dieselelektriske generatorer. Jeg begynte med å lage en veldig ... -
A Simulation Study of Evaluation Heuristics for Tug Fleet Optimisation Algorithms
(Chapter, 2015)Tug fleet optimisation algorithms can be designed to solve the problem of dynamically positioning a fleet of tugs in order to mitigate the risk of oil tanker drifting accidents. In this paper, we define the 1D tug fleet ... -
A Software Architecture for Simulation and Visualisation based on the Functional Mock-up Interface and Web Technologies
(Chapter, 2015)This paper presents a software architecture for a collaborative virtual environment (CVE) for simulation and visualisation based on the Functional Mock-up Interface (FMI) for co-simulation and web technologies. FMI has ... -
A Software Framework For Intelligent Computer-Automated Product Design
(Chapter, 2016)For many years, NTNU in Ålesund (formerly Aalesund University College) has maintained a close relationship with the maritime industrial cluster, centred in the surrounding geographical region, thus acting as a hub for both ... -
A sustainable model for optimal dynamic allocation of patrol tugs to oil tankers
(Chapter, 2013)Oil tanker traffic constitutes a vital part of the maritime operations in the High North and is associated with considerable risk to the environment. As a consequence, the Norwegian Coastal Administration (NCA) administers ... -
A Synthetic Data-driven Solution for Urban Drinking Water Source Management
(Master thesis, 2023)Vannkvalitetsovervåking spiller en avgjørende rolle i urbane vannforsyningssystemer for produksjon av trygt drikkevann. Imidlertid er den tradisjonelle tilnærmingen til vannovervåking i Norge basert på periodisk ... -
A Tensor Model for Quality Analysis in Industrial Drinking Water Supply System
(Chapter, 2019)Drinking Water Supply (DWS) is one of the most critical and sensitive systems to maintain city operations globally. In Europe, the contradiction between the fast growth of population and obsolete urban water supply ... -
Accuracy and limitations for spectroscopic prediction of leaf traits in seasonally dry tropical environments
(Peer reviewed; Journal article, 2020)Generalized assessments of the accuracy of spectroscopic estimates of ecologically important leaf traits such as leaf mass per area (LMA) and leaf dry matter content (LDMC) are still lacking for most ecosystems, and ... -
Acoustic Condition Control
(Bachelor thesis, 2020)Hensikten med oppgaven er å forske på feltene Acoustic Preventative Maintenance, APM. Generelt løses forebyggende vedlikehold ved høye kostnader og lite fleksibilitet. Disse systemene har ofte behov for flere sensorer som ... -
Active control of an ankle using linear actuators and load cells
(Bachelor thesis, 2021)Denne rapporten gjelder utviklingen av en prototype for å utføre stabilitetstester på en ankel. Formålet med dette prosjektet er å undersøke hvordan man implementerer et slikt system, og å lage simulering og visualisering ... -
Adaptive Data-driven Predictor of Ship Maneuvering Motion Under Varying Ocean Environments
(Chapter, 2022)Modern marine vessels operate increasingly autonomously, enabled by the strong interaction between data acquisition and analysis. The data-driven technology has been widely applied and significantly benefits maritime ... -
Adaptive Internal Model Control Based on Parameter Adaptation
(Peer reviewed; Journal article, 2022)In actual industrial control, many objects have the characteristics of large lag and time-varying parameters, which makes it difficult for traditional PID control to obtain satisfactory control effects. Therefore, engineers ... -
An Adaptive Real-Time Malicious Node Detection Framework Using Machine Learning in Vehicular Ad-Hoc Networks (VANETs)
(Peer reviewed; Journal article, 2023)Modern vehicle communication development is a continuous process in which cutting-edge security systems are required. Security is a main problem in the Vehicular Ad Hoc Network (VANET). Malicious node detection is one of ... -
Advances in greenhouse automation and controlled environment agriculture: A transition to plant factories and urban agriculture
(Journal article; Peer reviewed, 2018)Greenhouse cultivation has evolved from simple covered rows of open-fields crops to highly sophisticated controlled environment agriculture (CEA) facilities that projected the image of plant factories for urban agriculture. ...