Institutt for maskinteknikk og produksjon: Nye registreringer
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Optimizing the Inspection Schedule of an Offshore Wind Turbine with Reinforcement Learning
(Master thesis, 2023)Denne rapporten søker å utforske hvordan forsterket læring (RL) kan anvendes til å redusere vedlikeholdskostnader for offshore vindturbiner. Den valgte tilnærmingen er å optimalisere inspeksjonsplanleggingen, og å utforske ... -
Exploring the Role of Soft Factors in Enhancing Digitalization Project Success: A Multi-layer Perspective Emphasizing the Influence of Individual, Team and Organizational Learning
(Doctoral theses at NTNU;2024:139, Doctoral thesis, 2024)Over the past two decades, there has been a significant increase in the adoption of digital technologies within organizations, leading to the increase of implementation of digitalization projects. These projects are strategic ... -
Advancing the understanding of sustainable business models through organizational learning
(Peer reviewed; Journal article, 2024)Increased regulations and shifting consumer priorities are driving businesses to become more sustainable and to develop more sustainable business models. To achieve this, businesses must have a solid understanding of ... -
Identifying Customer Returns in a Printed Circuit Board Production Line Using the Mahalanobis Distance
(Chapter, 2023)This paper discusses as its primary research question the viability of using the Mahalanobis Distance as a multivariate method for detecting outliers in an industrial setting. An algorithm is used to detect future customer ... -
Are We Going Towards “No-Brainer” Safety Management?
(Chapter, 2023)Industry is stepping into its 4.0 phase by implementing and increasingly relying on cyber-technological systems. Wider networks of sensors may allow for continuous monitoring of industrial process conditions. Enhanced ... -
Effect of Machine Sharing in Medical Laboratories
(Chapter, 2023)While medical research continuously develops new and innovative analysis methods, investing in new competence and resources is costly and challenging with the rigid budgeting of healthcare systems. This, combined with an ... -
Online Classification of Alarm Floods Using a Word2vec Algorithm
(Chapter, 2023)Alarm floods are periods of intense alarm activity that may hinder control room operators' ability to diagnose and respond to process abnormalities. In this context, a method to guide and assist operators during alarm ... -
System performance analysis of complex systems with failure dependence
(Doctoral theses at NTNU;2024:113, Doctoral thesis, 2024)Many technical systems are becoming more and more complex, consisting of multiple components and prone to failure dependences. Within such systems with failure dependences, the failure of a component or some components may ... -
How much hydrogen is in green steel?
(Journal article; Peer reviewed, 2023)Hydrogen-based reduction of iron ores is the key technology for future sustainable ironmaking, to mitigate the CO2 burden from the steel industry, accounting for ~7–8% of all global emissions. However, using hydrogen as a ... -
Bayesian Fault Detection and Localization Through Wireless Sensor Networks in Industrial Plants
(Peer reviewed; Journal article, 2024)This work proposes a data fusion approach for quickest fault detection and localization within industrial plants via wireless sensor networks. Two approaches are proposed, each exploiting different network architectures. ... -
Electrospun biomimetic polymer nanofibers as vascular grafts
(Peer reviewed; Journal article, 2021) -
Mobile Software Development Kit for Real Time Multivariate Blood Glucose Prediction
(Journal article; Peer reviewed, 2024)In the field of blood glucose prediction, the literature is abounded with algorithms that demonstrate potential in glucose management. However, these propositions face an issue common to many machine learning algorithms: ... -
Evaluering av prosjektet Venjar-Langset. Tilleggsrapport 2023
(Research report, 2023) -
A study on hydrogen uptake and diffusion in X65 pipeline steel using gaseous and electrochemical methods
(Doctoral theses at NTNU;2024:87, Doctoral thesis, 2024)Hydrogen, a clean energy carrier, is recognized as a critical building block to develop a carbon-neutral energy sector. To realize the hydrogen economy, it is essential to develop a hydrogen distribution infrastructure. ... -
Design of a Small-Scale Packer Element Tester
(Master thesis, 2023)Denne oppgaven hadde som mål å designe en små skala pakningstester. Hensikten med å bygge dette produktet er å gjøre det mulig for Interwell å forske på og bygge mer pålitelige broplugger. Metoden som ble innlemmet i ... -
Life Cycle Assessment of Red Mud-Based Geopolymer Production at Industrial Scale
(Chapter, 2023)Nowadays the production of traditional building materials continues to be highly energy consuming and polluting. Therefore, the development of sustainable materials that allow the reuse of industrial waste could lead to a ... -
Optimal Class-Based Storage System with Diagonal Movements
(Chapter, 2023)With the advent of e-commerce activities, warehouse operations require high storage density and high throughput. When the space is limited, high storage density can be attained by puzzle-based storage solutions. Recently ... -
Development of a Protocol for the Systematic Analysis of Events at Hydrogen Refuelling Stations
(Peer reviewed; Journal article, 2023)