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Collaborative consumption: exploring new ways to enhance the exchange phase of C2C marketplace apps 
Hegelstad, Nikolai (Master thesis / Masteroppgave, 2018)
Performance Evaluation of NEAT Internet Transport Layer API and Library 
Haugseth, Fredrik (Master thesis / Masteroppgave, 2018)
Visualization for the ABS Modelling Language 
Bauge, Christopher (Master thesis / Masteroppgave, 2018)
Implementing and evaluating dual-radios with TSCH MAC for Industrial Wireless Sensor Networks. 
Krogsethagen, Vegar (Master thesis / Masteroppgave, 2018)
Mobilitet med RPL i trådløse sensornettverk 
Johannessen, Amund (Master thesis / Masteroppgave, 2018)
Tingenes internett tegner et bilde hvor et stadig økende antall nye og eksisterende enheter blir tilkoblet og integrert med internett. Å bruke eksisterende internett infrastruktur gir økt tilgjengelighet og mulighet for ...
Kollektiv intelligens -Datateknologiens fremtid 
Surendran, Arthika (Master thesis / Masteroppgave, 2018)
Digitalisering er blitt et moteord, og kan forstås som å implementere gamle prosesser og prosedyrer i digital form. Hvorfor gjenskape stearinlys i ny teknologi? Hvorfor ikke aktivere helt nye prosesser og dermed skape ...
Extensibility Design Patterns From The Initial Stage of Application Life-Cycle. 
Karthigesan, Theepan (Master thesis / Masteroppgave, 2018)
Improving Trust in Software through Diverse Double-Compiling and Reproducible Builds 
Skrimstad, Yrjan (Master thesis / Masteroppgave, 2018)
There is implicit trust involved when using computer software. Open-source software attempts to inspire more trust, by giving access to the source code. Nevertheless, malicious compilers or someone with malicious intent ...
The fast food restaurant 
Alvapillai, Aravinth Sivalingam (Master thesis / Masteroppgave, 2018)
Nowadays there is an increasing amount of technology used to improve businesses. An important aspect of the business is planning on how to use available resource effectively to gain profit. As an example of a business ...
Exploring Machine Learning for Power Production Prediction in Norwegian Wind Farms 
Fevolden, Espen Bay (Master thesis / Masteroppgave, 2018)
Microwave Object Detection and image reconstruction with a synthetic circular aperture 
Estrada, Jan Joseph Tupas (Master thesis / Masteroppgave, 2018)
3D Spatial Navigation in Octrees with Reinforcement Learning 
Fjeld, Matias Hermanrud (Master thesis / Masteroppgave, 2018)
The recent surge in research towards general artificial intelligence has produced a wealth of promising techniques, which when utilized for traditional robotics tasks can give rise to new and interesting algorithms. This ...
Extrinsic calibration of a LiDAR with a stereo rig 
Korsmo, Johan Jensløkken (Master thesis / Masteroppgave, 2018)
The research into extrinsic calibration of LiDAR with a stereo rig has been relatively dormant. Meanwhile, the sensor combination has seen a surge in popularity due to their strengths in usage on autonomous vehicles. In ...
Model-based Secure Software Engineering using UMLsec applied to Assisted Living and Home Care 
Chambwe, Kudakwashe Kidwell (Master thesis / Masteroppgave, 2018)
With the emergence of Internet of Things (IoT), there is growing number of interconnected devices being developed with concerning security vulnerabilities. Consequently we are ex- periencing attacks and breaches that are ...
A Holistic Approach to Insider Threat Detection 
Berdal, Sondre Johannessen (Master thesis / Masteroppgave, 2018)
Insider threats constitute a major problem for many organizations. Traditional security mechanisms, such as intrusion detection systems and firewalls, do not represent optimal solutions for insider threat detection and ...
Libdalbe: A library for developing Deadline-Aware Less-than Best Effort transport services 
Wallenburg, Hugo Matthijs Harstad (Master thesis / Masteroppgave, 2018)
Some data transfers on the Internet today don't need to complete their transmission as early as possible, yet they may still benefit from a loose guarantee of timeliness. Examples include online backups, non-critical system ...
On flower and bees; A framework for unikernel-based MapReduce 
Oddsund, Thomas Stenberg (Master thesis / Masteroppgave, 2018)
Personers holdninger til å dele helsedata til medisinsk forskning ved hjelp av en elektronisk løsning 
Haugse, Sara (Master thesis / Masteroppgave, 2018)
Medisinsk forskning har behov for deltakere. Uten nok deltakere og et representativt utvalg kan det føre til et seleksjonsbias. Dette vil redusere muligheten for generalisering av resultatene (Agoritsas, Deom, & Perneger, ...
Walking robot with artificial muscles made of fishing line 
Løklingholm, Knut Edvard Brenna (Master thesis / Masteroppgave, 2018)
Hybrid Wind Power Forecast 
Sollie, Mathias Knudsen (Master thesis / Masteroppgave, 2018)
Wind turbines are increasing in popularity as a power source around the world, and are among the cheapest sources of energy. They introduce problems related to the volatile nature of the wind, and the uncertainty of the ...
Investigating A Rule Re-ordering Algorithm in order to optimize Software Testing Pipelines 
Haroon, Syeda Taiyeba (Master thesis / Masteroppgave, 2018)
All software development today is engineered by some form of delivery pipeline regardless of there nature. Within this paradigm of release engineering which may or may not be continuously integrated, there within lies the ...
Making data useful to health workers by increasing the usefulness and usability of their tools. 
Melin, John Eric Birger (Master thesis / Masteroppgave, 2018)
PHPWander: A Static Vulnerability Analysis Tool for PHP 
Jurasek, Pavel (Master thesis / Masteroppgave, 2018)
PHP is a leading server-side scripting language for developing dynamic web sites. Given the prevalence, PHP applications have become the common targets of attacks. One cannot rely on the programmers alone to deliver a ...
Document-level sentiment analysis for Norwegian 
Bergem, Eivind Alexander (Master thesis / Masteroppgave, 2018)
This thesis develops document-level sentiment analysis for Norwegian. First we present the Norwegian Review Corpus (NoReC) -- the first publicly available sentiment dataset for Norwegian, consisting of over 35,000 reviews ...
Visualizing complex information on the web: The case of the mobile phone lifecycle. Restricted Access
Skachkova, Olga (Master thesis / Masteroppgave, 2018)
Performance tuning Apache Drill on Hadoop Clusters with Evolutionary Algorithms 
Bløtekjær, Roger (Master thesis / Masteroppgave, 2018)
The goal for this thesis is to optimize an SQL Engine called Apache Drill that sits on top of a distributed file system, for more cost-effective big data handling, business intelligence and advanced analytics. To achieve ...
Harmonizing latency-critical and non latency-critical services while maintaining QoS and energy efficiency 
Johannessen, Jørgen (Master thesis / Masteroppgave, 2018)
Trade-offs of Adapting Binary Neural Network Ensembles for Multiclass Problems 
Berstad, Tor Jan Derek (Master thesis / Masteroppgave, 2018)
The One Versus Rest (OVR) method of building classifiers has fallen out of favor with machine learning researchers in recent years. When used, it is mostly only with older binary linear classifiers such as Support Vector ...
Autonomous Virtual Machines for Ensuring QoS of Distributed Web Services Using Evolutionary Game Theory 
Chowdhury, A S M Samiul Saki (Master thesis / Masteroppgave, 2018)
Investigating Relationship between temperature, power and CPU load incloud server 
Bhandari, Aviral (Master thesis / Masteroppgave, 2018)
Quantum Safe Cryptography Based on Hash Functions: A Survey 
Zych, Mateusz Dominik (Master thesis / Masteroppgave, 2018)
The use of public key cryptosystems range from securely encrypting emails and files to creating digital signatures for non-repudiation. The security of public key cryptosystems is based on computationally "unsolvable" ...
Evaluating Loss and Latency Mitigation Techniques in a Tick-Based Game Server 
Tveterås, Eirik Rodvang (Master thesis / Masteroppgave, 2018)
Integrative analysis of DNA and RNA sequencing data from cancer 
Nordheim, Eirik Berg (Master thesis / Masteroppgave, 2018)
In this thesis we have explored the possibility that mutations occurring at DNA-level might coincide and even be the cause of particular gene fusions at the RNA-level, and have created methods of analysis, integrating both ...
“What can I eat?” Designing to support diabetes self-management in Mitchells Plain, South Africa 
Viddal, Ingrid Smørgrav (Master thesis, Group thesis / Masteroppgave, Gruppeoppgave, 2018)
Forbedring av rask og jevn pasientflyt ved bruk av IT verktøy for koordinasjon hos sykehusets støttetjenester En case studie av renholdsprosesser på et norsk sykehus 
Falch, Vetle Arildsønn (Master thesis / Masteroppgave, 2018)
For å forhindre smitte på et sykehus er det viktig med gode hygieneforhold og dermed er det også viktig med gode rutiner på renholdet. For å minke sannsynligheten for smitte er det nødvendig å holde ulike områder så rene ...
Configuration of Network Parameters in Operating Systems using Machine Learning 
Gembala, Bartosz (Master thesis / Masteroppgave, 2018)
By default, the Linux network stack is not configured for high-speed large file transfer. The reason behind this is to merely save memory resources. We may tune the Linux network stack by increasing network buffers size ...
A Web Application for Editing Gene Panel Configurations 
Bakken, Krister (Master thesis / Masteroppgave, 2018)
Designing technology for and with adults with Autism Spectrum Disorder 
Sveen, Eirin (Master thesis / Masteroppgave, 2018)
Mimir: An Automatic Reporting and Reasoning System for Screening of the Gastrointestinal Tract Using Deep Neural Networks 
Hicks, Steven Alexander (Master thesis / Masteroppgave, 2018)
Non-Invasive Benchmarking of Pulse Oximeters - An Empirical Approach 
Frisvold, Kenneth Aune (Master thesis / Masteroppgave, 2018)
Patient information system for specialized newborn care units in Malawi - Mobile implementation of DHIS2 Tracker in neonatal hospital wards 
Ismanov, Zufarzhan (Master thesis, Group thesis / Masteroppgave, Gruppeoppgave, 2018)
One of the actual problems that health workers in Malawi experience now is lack of unified information system which would handle all medical records management in points of care. Instead medical staff has to rely on obsolete ...
Beyond the Bike Lock A Gamified Application to Enhance User Motivation and Benefits of Retailers Restricted Access
Tahaei Khosroshahi, Parya Sadat (Master thesis / Masteroppgave, 2018)
Existing bicycle locks do not meet current security requirements. A bicycle is for many people a big investment that very often ends up like an inventory in the entrance, storage room, bedroom or living room. However, the ...
High Throughput Virtualization 
Sithamparanathan, Susinthiran (Master thesis / Masteroppgave, 2018)
Implementing Less than Best Effort with Deadlines 
Storbukås, Lars Erik Midtsundstad (Master thesis / Masteroppgave, 2018)
One LBE to rule them all and to the deadline bind them
Nomadic autonomous VMs for Cryptocurrency Mining 
Svensson, Jonas Krüger (Master thesis / Masteroppgave, 2018)
Patient information system for specialized newborn care units in Malawi. Mobile implementation of DHIS2 Tracker in neonatal hospital wards. 
Ni, Ilia (Master thesis, Group thesis / Masteroppgave, Gruppeoppgave, 2018)
One of the actual problems that health workers in Malawi experience now is lack of unified information system which would handle all medical records management in points of care. Instead medical staff has to rely on obsolete ...
Evaluation and Development of Android mHealth Application for Community Health Workers in Malawi: Comparison of Commcare and DHIS2 Tracker 
Chhetri, Amrit (Master thesis / Masteroppgave, 2018)
Rapid Acceleration in TCP Prague 
Misund, Joakim Skjelbred (Master thesis / Masteroppgave, 2018)
Communication software model of WSN device for more accurate simulation in ns-3 
Volnes, Espen (Master thesis / Masteroppgave, 2018)
Emerging infrastructure-less network architectures such as WSNs consist of devices that perform packet processing in software. General-purpose network simulators do currently not possess models to simulate the intra-node ...
Variational Autoencoders with Mixture Density Networks for Sequence Prediction in Algorithmic Composition - A Musical World Model 
Røsjø, Viktoria (Master thesis / Masteroppgave, 2018)
May I have your attention please? - A study on distraction and focus Restricted Access
Berntsen, Espen Ulven (Master thesis / Masteroppgave, 2018)
Digital Audio Generation with Neural Networks 
Brustad, Henrik Granheim (Master thesis / Masteroppgave, 2018)
Building a framework to estimate photosynthetic yield by CO 2 consumption - Searching for the action spectrum with a 3-channel LED array 
Prytz, Bjørnar Grøholt (Master thesis / Masteroppgave, 2018)
This thesis contains the description of the design and implementation of a basic framework for research on how plants behave in controlled environments. The framework is capable of controlling lighting with a pair of ...
Subdivision Surfaces for use in Cut Finite Element Methods 
Justnes, Kjetil (Master thesis / Masteroppgave, 2018)
The finite element method has for some time been a popular choice for approximating PDEs over a geometry domain. We usually use a FEM mesh that matches the geometry description. By FEM mesh we mean the mesh where we find ...
Achieving Connectivity Between Wide Areas Through Self-Organising Robots Using Embodied Evolution 
Hansen, Erik Aaron (Master thesis / Masteroppgave, 2018)
Requirements analysis for a patient-centric information system in a primary health setting: case study from India 
Sridharan, Kripeshwari (Master thesis / Masteroppgave, 2018)
Under health reforms for establishing Universal Health Coverage (UHC) in developing countries, it becomes imperative that health care should be made accessible to each and every citizen of the population at affordable ...
Storskala smidig digitalisering av innbyggertjenester Restricted Access
Løvold, Arne Morten (Master thesis / Masteroppgave, 2018)
Etter sin introduksjon i det smidige manifestet (Beck et al., 2001) har smidige metoder blitt den foretrukne tilnærmingen for utvikling av IT-systemer. Metodene har endret systemutviklingsfaget etter at de har vist seg ...
Evaluating Semantic Vectors for Norwegian 
Stadsnes, Cathrine (Master thesis / Masteroppgave, 2018)
In this work, we create and make available two benchmark data sets for evaluating models of semantic word similarity for Norwegian. While such resources are available for English, they did not exist for Norwegian prior to ...
Energy Efficient Target Coverage in Wireless Sensor Networks Using Adaptive Learning 
Kunwar, Jeevan (Master thesis / Masteroppgave, 2018)
Accessibility Testing in Agile Software Development 
Sverdrup, Nikolai Johan Sand (Master thesis / Masteroppgave, 2018)
Research as code : Instrumenting scientific computing as executable containers 
Bam, Bikram (Master thesis / Masteroppgave, 2018)
Containerization has become an issue of increased importance to scientific computing and software engineering. The use of scientific software is increasing to advance science and technology. This software is developed by ...
Exploring Statistical Machine Translation between Norwegian and English Restricted Access
Jeong, Jieun (Master thesis / Masteroppgave, 2018)
This thesis presents the findings from the experiments on statistical machine translation (SMT) between Norwegian and English. First of all, we have extracted a parallel corpus for the language pair of Norwegian and English ...
Adaptive Monitoring in Software Defined Networks Restricted Access
Hjelmtveit, Kevin Tilahun Jammeh (Master thesis / Masteroppgave, 2018)
«Å, men jeg har en idé!», En forståelse av barns deltakelse i en designprosess 
Mordal, Tina (Master thesis / Masteroppgave, 2018)
Denne oppgaven tar for seg hvordan man kan inkludere barn i en deltakende designprosess. Forskningsspørsmålet er formulert slik: «Hva skal til for at barn kan være med å designe?» Prosjektet sitt formål har vært å gi en ...
Adaptive Network Flow Parameters for Stealthy Botnet Behavior 
Fladby, Torgeir Føreid (Master thesis / Masteroppgave, 2018)
Machine-learning based Intrusion Detection and Prevention Systems provide significant value to organizations because they can efficiently detect previously unseen variations of known threats, new threats related to known ...
Building Affordable Intrusion Detection System for Internet of Things 
Haroon, Muhammad (Master thesis / Masteroppgave, 2018)
Parallelisation of merging of paired-end reads from Illumina sequencing using GPUs 
Tynes, Torgeir Pilskog (Master thesis / Masteroppgave, 2018)
Sequencing projects are using paired-end reads to compensate for the relatively short length of the reads obtained by some sequencing technologies such as Illumina. To take advantage of the resulting paired-end reads, we ...
A Non-Sculpting Theorem in Non-Interleaving Models for Concurrency 
Trotter, Christopher Alexander (Master thesis / Masteroppgave, 2018)
The geometric model, Higher-dimensional automata (HDA), is a useful and general model for non-interleaving concurrency. In a non-interleaving approach to concurrency, more than one event may happen concurrently and one ...
Designing for interoperability - The role of standards Restricted Access
Sharma, Devesh (Master thesis / Masteroppgave, 2018)
Fragmentation in heterogenous and widely distributed HISs (Health Information System) is a global problem and is still challenging to make them interoperable. One of the key factors includes the lack of standardization ...
Reducing Packet Loss in Real-Time Wireless Multicast Video Streams with Forward Error Correction 
Fonnes, Simen (Master thesis / Masteroppgave, 2018)
Wireless multicast suffers from severe packet loss due to interference and lack of link layer retransmission. In this work, we investigate wether the most recent Forward Error Correction (FEC) draft is suitable for real-time ...
In the Quest of Trade-off between Job Parallelism and Throughput: Adaptive Parameter Tuning of Hadoop 
Pokhrel, Ramesh (Master thesis / Masteroppgave, 2018)
Big data is an emerging concept involving complex data sets which can give new insight and distill new knowledge. In the other hand, Hadoop MapReduce paradigm, a distributed computing software, has been adopted widely in ...
LFG-Based Universal Dependencies for Norwegian 
Korsak, Katarzyna Magdalena (Master thesis / Masteroppgave, 2018)
A Case Study on Technical Debt Restricted Access
Afzal, Zunaira (Master thesis / Masteroppgave, 2018)
Persistent job control services for highly distributed swarms 
Snartland, Erik (Master thesis / Masteroppgave, 2018)
In the last decade, the number of Internet-users have increased exponentially, and the amount of service and systems data they create have also increased accordingly. Users are often using different devices which generate ...
Hyperparameter Optimization with Evolutionary Computing for Mental Health State Prediction 
Olstad, Marius Wilhelm (Master thesis / Masteroppgave, 2018)
Mental health is an important part of how we perceive our state of well-being. It is this state that help us tackle the positive and negative obstacles that life bring. When bad mental health becomes a problem, it can ...
Reappropriation of Generic Information Systems 
Svalestuen, Kjetil (Master thesis / Masteroppgave, 2018)
This thesis addresses the topic of how an information system can be used in another domain than that of its origin. Previous research has emphasized how some software packages are designed to work across different organizations ...
An Active Learning Perspective on Exploration in Reinforcement Learning 
Teigen, Bjørn Ivar (Master thesis / Masteroppgave, 2018)
Reinforcement learning is a research field concerned with automatically solving problems by trial and error. With each trial, a reinforcement learning agent extracts information about the problem. The agent can choose to ...
PT# - Package Templates in C#: Extending the Roslyn Full-Scale Production Compiler with New Language Features 
Isene, Eirik (Master thesis / Masteroppgave, 2018)
Design of an Open Catalogue System for Antique Portraits Restricted Access
Nilsen, Daniel Alexander Fermin (Master thesis / Masteroppgave, 2018)
Modular Transfer Learning in a Super Neural Network 
Hovin, Martin Jordal (Master thesis / Masteroppgave, 2018)
Design og innføring av informasjonsstøtte for fastleger 
Rognerud, Hanna (Master thesis / Masteroppgave, 2018)
Det er et stort fokus på velferdsteknologi i helse- og omsorgssektoren som gjør at vi stiller stadig høyere krav til løsningene og deres omfang. Rapporter publisert av Helsedirektoratet (2015b, 2016) viser at brukerne av ...
Observation of interactions between Design Patterns and Programming Languages 
Webjørnsen, Joshua (Master thesis / Masteroppgave, 2018)
Software design patterns are elaborate ways to deal with specific recurring issues in software development. They are re-usable templates, plans that can be applied in multiple situations to help, not only create more ...
Towards 5G Mobile Networks with OpenAirInterface5G Virtualization 
Dzogovic, Bruno (Master thesis / Masteroppgave, 2018)
An evaluation of SIFT feature matching strategies for CPU and GPU 
Parmer, Thomas Kaspar (Master thesis, Group thesis / Masteroppgave, Gruppeoppgave, 2018)
An evaluation of SIFT feature matching strategies for CPU and GPU 
Ravem, Torkil (Master thesis, Group thesis / Masteroppgave, Gruppeoppgave, 2018)
Measuring the Signal Quality of Respiratory Effort Sensors for Sleep Apnea Monitoring: A Metric Based Approach Restricted Access
Løberg, Fredrik (Master thesis / Masteroppgave, 2018)
Sleep apnea is a very common, yet severely under-diagnosed disorder characterized by reoccurring periods of shallow or paused breathing during sleep. If a breathing disruption causes the oxygen saturation in the blood to ...
Adapting Named Entity Recognition for the Conflict Research Domain 
Eikeland, Petter Kolbræk (Master thesis / Masteroppgave, 2018)
The purpose of this project is to adapt Named Entity Recognition (NER) to the conflict research domain. The conflict domain is represented by data from the Uppsala Conflict Data Program (UCDP). We want to build up the ...
En undersøkelse av PRAM-modellen 
Larsen, Ingvild (Master thesis / Masteroppgave, 2018)
Vi undersøker om PRAM-modellen fra 1978 egner seg for å analysere kjøretiden til parallelle algoritmer på en generell, flerkjernet datamaskin med en tradisjonell arkitektur. Vi utfører teoretisk analyse av en håndfull ...
"What can I eat?" 
Lægreid, Lone (Master thesis, Group thesis / Masteroppgave, Gruppeoppgave, 2018)
Designing to support diabetes self-management in Mitchells Plain, South Africa
Engaging young adults in more conscious consumption 
Hansen, Veronica Wachek (Master thesis / Masteroppgave, 2018)
Developing a distributed clustering algorithm to enable self-managing groups for 802.11 access points 
Nygårdshaug, Hans Jørgen Furre (Master thesis / Masteroppgave, 2018)
Co-channel interference is the most significant degrader of quality of service in 802.11 Wi-Fi in dense residential areas. The number of observed neighbouring networks can grow as large as 20-30 networks in a modern apartment ...
Human-supported robot work 
Oskarsen, Johanne Svanes (Master thesis / Masteroppgave, 2018)
This Master’s thesis describes two case studies of mobile delivery robots operating in hospitals by moving equipment and goods between depart- ments where human employees work. Through contextual interviews with employees ...
Experiencing and Creating Music through Tangible Music Exploration 
Källstrøm, Mathias Peder (Master thesis / Masteroppgave, 2018)
In this master thesis, I explore how the creation of music can be facilitated to encourage curiosity and exploration through tangible interaction. The objective was to see how we can create new and rich musical experiences ...
Implementation of an Object Recognition and Alignment Pipeline Restricted Access
Snellingen, Matias (Master thesis / Masteroppgave, 2018)
Matching a segment of an environment with a virtual 3D representation of the environment can help with inspecting buildings and constructions without manual measurements. This thesis focuses on the research and design of ...
NarrowBand IoT, Testing of early deployment 
Håkonsen, Henning (Master thesis / Masteroppgave, 2018)
Utilizing the Space for User Participation - Enabling and Constraining Factors for User Involvement when Designing a Data Entry Interface in a Generic Health Information Software in Uganda 
Li, Magnus (Master thesis / Masteroppgave, 2018)
This thesis investigates which technical and organizational factors that enable or constrain user participation in design when implementing a generic health information software. More specifically, it focuses on user ...
Developing for usability and user involvement in a low resource context 
Henie, Jonas Berg (Master thesis / Masteroppgave, 2018)
In a move to fight undernutrition, Rwanda's Ministry of Health has requested software for child growth follow-up over time. Improving the health status of the population is a priority, as undernutrition can cause permanent ...
Evaluating the User Experience and Usability of Virtual Reality Locomotion Techniques: An Empirical Comparison 
Cedergren, Jarl Erik (Master thesis / Masteroppgave, 2018)
Virtual reality technology has recently had a revival with new VR-hardware being introduced to the consumer market. This can be considered a turning point in the field as it has now become more accessible and affordable ...
Predictive songwriting with concatenative accompaniment 
Wallace, Benedikte (Master thesis / Masteroppgave, 2018)
Musicians often use tools such as loop-pedals and multitrack recorders to assist in improvisation and songwriting. While these devices are useful in creating new compositions from scratch, they do not contribute to the ...
Big Data Analytics for PV Systems Real-time Monitoring 
Liu, Lu (Master thesis / Masteroppgave, 2018)
Solar energy is one of the most influenceable renewable resources. Photovoltaic(PV) system is widely used in converting solar energy into electricity. Therefore, monitoring the working state of PV systems in real-time to ...
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