Finn Ebertsen Nordbjerg

University College of Northern Denmark — Denmark

Engineering · Physical Sciences

7h-index116citations26works0.72yr avg
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Research Topics

Digital Transformation in Industry(5), Industrial Vision Systems and Defect Detection(5), Fault Detection and Control Systems(3), Energy Load and Power Forecasting(3), Big Data and Business Intelligence(3)

Publications26 total

Adaptive Online Learning Framework for Optimizing Ballast Water Management Systems in Maritime Environmental Protection
Communications in computer and information science·2026
Real-Time Equipment Health Monitoring Using Unsupervised Learning Techniques
2024· 1 citedOpen Access
Online Machine Learning for Adaptive Ballast Water Management
2024· 1 citedOpen Access
Identifying Similar Top-K Household Electricity Consumption Patterns
2023Open Access
Machine Learning based Predictive Maintenance in Manufacturing Industry
2022· 7 citedOpen Access
Implementing Machine Learning in Small and Medium-Sized Manufacturing Enterprises
Lecture notes in mechanical engineering·2021· 9 cited
Optimering af produktion
UCN OJS·2021Open Access
I4.0 på Datamatikeruddannelsen
UCN OJS·2021Open Access
Scientific Methods 2: Investigations in Software Development
2021
Adopting Artificial Intelligence in Danish SMEs: Barriers to Become a Data Driven Company, Its Solutions and Benefits
2021· 17 cited
Adopting artificial intelligence in Danish SMEs – benefits, barriers to become an data driven company and its solutions
2021
Real-time Visualization of Sensor Data in Smart Manufacturing using Lambda Architecture
2020· 9 citedOpen Access
On Evaluation of Sources - getting TOP sources
2020
Industry 4.0: Sensor Data Analysis Using Machine Learning
Communications in computer and information science·2020· 4 cited
Outlier Detection in Sensor Data using Ensemble Learning
Procedia Computer Science·2020· 16 citedOpen Access
Data Analytics for Smart Manufacturing: A Case Study
2019· 10 citedOpen Access
On measuring similarity in consumption patterns for smart meter time series
2018
Lektoranmodning: "Fra teori til praksis - og tilbage igen"
2018
A Scalable Smart Meter Data Generator Using Spark
Lecture notes in computer science·2017· 16 cited
A Prediction-Based Smart Meter Data Generator
2016· 23 cited
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Frequent Co-authors

Nadeem Iftikhar(17), Xiufeng Liu(4), Thorkil Baattrup-Andersen(4), Karsten Jeppesen(3), Yichen Lin(3), Sergiu Danalachi(2), Akos Madarasz(2), Jens Henrik Vollesen(1), Eugen Bobolea(1), Paul-Bogdan Radu(1), Bartosz Lachowicz(1), Brian Hvarregaard(1), Nadeem Iftikhar(1), Xiufeng Liu(1), Mogens Holm Iversen(1), István Knoll(1), Marianne Ibsen(1), Rikke Cathrine Bøgeskov Rasmussen(1), Mette Braad(1), Tanja Miller(1)