Beskrivelse
1 Overall learning objectivesa) Understand maintenance management in general, maintenance strategies as well as maintenance systems
b) Gain hands-on knowledge and expertise on how to handle data from data gathering, data selection to data cleaning usage, and interpretation.
c) Being able to evaluate data quality
d) Learn about Industry 4.0 technologies and digitization
2 Learning objectives - Knowledge
Knowledge of Industry 4.0. and maintenance methodologies
Knowledge of data handling including data storage, data processing, data
analysis, and interpretation
Knowledge of data analysis tools
3 Learning objectives - Skills
Be able to understand Industry 4.0 technologies and maintenance
management in general
Be able to use systems and tools for data management to gather, select,
clean, transform, and query data
Be able to select and apply appropriate tools for data analysis
Be able to organize, summarize, and visualize data and project outcomes for
relevant stakeholders
4 Learning objectives - Competences
Be able to understand and evaluate theoretical issues of problems to select
and apply appropriate tools to perform data analysis including appropriate
data handling
Be able to discuss and evaluate data quality and application areas
Be able to understand the different terms and technologies of Industry 4.0 and
digitization in general
5 Content
Digitalization is on a top position of companies’ agenda. We are living in the
digitalization age where sensors, machines, and other entities linked to the
internet produce massive amounts of data each day. But this is not the only source of data. For instance, social media or the Internet in general provide access to a variety of data, e.g., consumer preferences. Anyhow, companies are increasingly facing problems on how to use data. Starting from innovative digitization technologies, we focus on how to handle data effectively and efficiently to achieve knowledge gains. We focus on highly interesting areas within production such as maintenance and extend the view to other industries such as maritime shipping.
6 Course Content:
Introduction to Industry 4.0 and digitization
Maintenance management, strategies, and systems
Data handling
Working with different data processing and storage tools
Data Bases and Management
Data analysis and interpretation