Blar i Studentoppgaver (TN-IDE) på forfatter "Rong, Chunming"
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Automated Well Monitoring: Machine Learning and Web Application
Zhurda, Anisa (Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020-06-15)The challenge within the oil and gas industry is that of complexity and therefore cost, specifically due to the tough working environments and delays/downtime . Therefore, digitization is proposed as a cost saving opportunity ... -
Automatic collection and storage of smart city data with semantic data model discovery and sample data analysis
Minde, Julian (Masteroppgave/UIS-TN-IDE/2017;, Master thesis, 2017-06)Collecting and storing smart city data is a task that requires thorough data exploration, configuring and testing to be of value. Configuring a data collection pipeline for data from a new data provider needs to take into ... -
Build a Dashboard Application for NOVs eVolve Automation System
Dai, Qingqing (Bachelor thesis, 2021)The project is completed by cooperating with NOV. The purpose of the project is to make a dashboard application that gathers the essential information, monitors the running status of the devices, and presents an overview ... -
Just Us: Et Blockchain-basert Personvernvennlig Sosialt Nettverk
Jaatun, Lars Andreassen; Ringen, Anders (Bachelor thesis, 2022)Denne rapporten beskriver et sosialt nettverk laget ved hjelp av react native og Hyperledger Fabric for å gi brukere en større grad av kontroll over brukerdata. Resultatet av prosjektet viser at det er et potensiale for å ... -
Machine Learning methods to detect improper and irrelevant citations
Shenavari Shirazi, Anousheh (Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06-15)The focus of this study is on the relation between papers and their citations using Machine Learning algorithms to detect improper and irrelevant citations. The model takes the paper’s citations and classifies them into ... -
NFT as a proof of Digital Ownership-reward system integrated to a Secure Distributed Computing Blockchain Framework
Cantu Moreno, Asahi (Master thesis, 2022)Today, the global economy is dependent on the Internet and computational resources. Although they are tightly interconnected, it is difficult to evaluate their degree of interdependence. Keeping up with the pace of technology ... -
Pattern Recognition and Interpretation of Real-Time Pressure Data from Modern Well Surveillance Systems
Bjåland, Stian Seglem (Master thesis, 2021)The process of digitalization within the oil and gas industry has been rapidly expanding, as a means of coping with the complexity and cost of collecting data and to minimize delays and downtime. One such cost saving measure ... -
Prediction of Energy Consumption Peak in Household by using LSTM & MLP
Karimi, Azadeh (Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06)Accurate peak load forecasting plays a key role in operation and planning of electrical power generation. To minimize the operating cost, electric suppliers use forecasted peak load to control the number of running generator ... -
System for Workflow Design and Execution on Data Shared Between Untrusting Organizations for Analytics
Rehman, Ali Akbar (Master thesis, 2022)Performance of complex analytics \& AI algorithms typically involves large amounts of data. The data may originate from multiple sources and is typically compiled and moved to a central location before it can be consumed ... -
Testing Different Ways to analyse Data from Well Sensors Using Neural Networks and Image Processing
Haugsand, Fredrik (Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06-15)This thesis focuses on evaluation and testing different approaches of image recognition, neural networks and data analytics with application to the analysis of data collected from sensors installed in wells operated in the ...