97 citations · 228 across the 5 of their papers we have counts for
6 papers
Hybrid Digital Twin for process industry using Apros simulation environment
Mohammad Azangoo, Joonas Salmi, Iivo Yrjölä +5
Making an updated and as-built model plays an important role in the life-cycle of a process plant. In particular, Digital Twin models must be precise to guarantee the efficiency an…
An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets
Thimal Kempitiya, Seppo Sierla, Daswin De Silva +3
The global ambitions of a carbon-neutral society necessitate a stable and robust smart grid that capitalises on frequency reserves of renewable energy. Frequency reserves are resou…
Integrating 2D and 3D Digital Plant Information Towards Automatic Generation of Digital Twins
Seppo Sierla, Mohammad Azangoo, Alexander Fay +2
Ongoing standardization in Industry 4.0 supports tool vendor neutral representations of Piping and Instrumentation diagrams as well as 3D pipe routing. However, a complete digital…
Automatic Assembly Planning based on Digital Product Descriptions
Seppo Sierla, Ville Kyrki, Pekka Aarnio +1
This paper proposes a new concept in which a digital twin derived from a digital product description will automatically perform assembly planning and orchestrate the production res…
Applying graph matching techniques to enhance reuse of plant design information
Miia Rantala, Hannu Niemistö, Tommi Karhela +2
This article investigates how graph matching can be applied to process plant design data in order to support the reuse of previous designs. A literature review of existing graph ma…
Requirement verification in simulation-based automation testing
Eero Siivola, Seppo Sierla, Hannu Niemistö +2
The emergence of the Industrial Internet results in an increasing number of complicated temporal interdependencies between automation systems and the processes to be controlled. Th…