Seppo A. Sierla

According to our database, Seppo A. Sierla authored at least 62 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Mass customization with reinforcement learning: Automatic reconfiguration of a production line.

Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin

Appl. Soft Comput., September, 2023

Offline reinforcement learning for industrial process control: A case study from steel industry.

Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin

Inf. Sci., 2023

Sitting on a gold mine: the story of the process industry's automatic formation of a digital twin.

Mohammad Azangoo, Seppo A. Sierla, Valeriy Vyatkin

CoRR, 2023

Using a Digital Twin as the Objective Function for Evolutionary Algorithm Applications in Large Scale Industrial Processes.

Miro Eklund, Seppo A. Sierla, Hannu Niemistö, Timo Korvola, Jouni Savolainen, Tommi A. Karhela

IEEE Access, 2023

Onsite Renewable Generation Time Shifting for Photovoltaic Systems.

Rakshith Subramanya, Aaltonen Harri, Seppo A. Sierla, Valeriy Vyatkin

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Application of reinforcement learning for energy consumption optimization of district heating system.

Jifei Deng, Miro Eklund, Seppo A. Sierla, Jouni Savolainen, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Cloud Computing Design Patterns for MLOps: Applications to Virtual Power Plants.

Rakshith Subramanya, Paula Räisänen, Seppo A. Sierla, Valeriy Vyatkin

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

2022

Roadmap to semi-automatic generation of digital twins for brownfield process plants.

Seppo A. Sierla, Mohammad Azangoo, Kari Rainio, Nikolaos Papakonstantinou, Alexander Fay, Petri Honkamaa, Valeriy Vyatkin

J. Ind. Inf. Integr., 2022

Reinforcement learning for industrial process control: A case study in flatness control in steel industry.

Jifei Deng, Seppo A. Sierla, Jie Sun, Valeriy Vyatkin

Comput. Ind., 2022

Exploiting Battery Storages With Reinforcement Learning: A Review for Energy Professionals.

Rakshith Subramanya, Seppo A. Sierla, Valeriy Vyatkin

IEEE Access, 2022

A Methodology for Generating a Digital Twin for Process Industry: A Case Study of a Fiber Processing Pilot Plant.

Mohammad Azangoo, Lotta Sorsamäki, Seppo A. Sierla, Teemu Mätäsniemi, Miia Rantala, Kari Rainio, Valeriy Vyatkin

IEEE Access, 2022

2021

An Artificial Intelligence Framework for Bidding Optimization with Uncertainty in Multiple Frequency Reserve Markets.

Thimal Kempitiya, Seppo A. Sierla, Daswin De Silva, Matti Yli-Ojanperä, Damminda Alahakoon, Valeriy Vyatkin

CoRR, 2021

Interfacing Third Party Cloud Services to a Virtual Power Plant.

Rakshith Subramanya, Seppo A. Sierla, Matti Yli-Ojanperä, Henri Makkonen, Mahdi Pourakbari-Kasmaei, Valeriy Vyatkin

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

Hybrid Digital Twin for process industry using Apros simulation environment.

Mohammad Azangoo, Joonas Salmi, Iivo Yrjölä, Jonathan Bensky, Gerardo Santillan Martinez, Nikolaos Papakonstantinou, Seppo A. Sierla, Valeriy Vyatkin

Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

2020

Integrating 2D and 3D Digital Plant Information Towards Automatic Generation of Digital Twins.

Seppo A. Sierla, Mohammad Azangoo, Alexander Fay, Valeriy Vyatkin, Nikolaos Papakonstantinou

Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020

Generating an industrial process graph from 3D pipe routing information.

Seppo A. Sierla, Mohammad Azangoo, Valeriy Vyatkin

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2019

Task Allocation Algorithm for Energy Resources Providing Frequency Containment Reserves.

Christian Giovanelli, Olli Kilkki, Seppo A. Sierla, Ilkka Seilonen, Valeriy Vyatkin

IEEE Trans. Ind. Informatics, 2019

Adapting an agile manufacturing concept to the reference architecture model industry 4.0: A survey and case study.

Matti Yli-Ojanperä, Seppo A. Sierla, Nikolaos Papakonstantinou, Valeriy Vyatkin

J. Ind. Inf. Integr., 2019

Applying graph matching techniques to enhance reuse of plant design information.

Miia Rantala, Hannu Niemistö, Tommi Karhela, Seppo A. Sierla, Valeriy Vyatkin

Comput. Ind., 2019

Towards Product Centric Manufacturing: From Digital Twins to Product Assembly.

Vladimir Kuliaev, Udayanto Dwi Atmojo, Seppo A. Sierla, Jan Olaf Blech, Valeriy Vyatkin

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Service-based Architecture with Product-centric Control in a Production Island-based Agile Factory.

Udayanto Dwi Atmojo, Jan Olaf Blech, Seppo A. Sierla, Valeriy Vyatkin

Proceedings of the IEEE International Conference on Industrial Internet, 2019

Design to automation continuum for industrial processes: ISO 15926 - IEC 61131 versus an industrial case.

Nikolaos Papakonstantinou, Juha Karttunen, Seppo A. Sierla, Valeriy Vyatkin

Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

2018

Automatic assembly planning based on digital product descriptions.

Seppo A. Sierla, Ville Kyrki, Pekka Aarnio, Valeriy Vyatkin

Comput. Ind., 2018

Automatic Generation of a High-Fidelity Dynamic Thermal-Hydraulic Process Simulation Model From a 3D Plant Model.

Gerardo Santillan Martinez, Seppo A. Sierla, Tommi Karhela, Jari Lappalainen, Valeriy Vyatkin

IEEE Access, 2018

An Integrated Implementation Methodology of a Lifecycle-Wide Tracking Simulation Architecture.

Gerardo Santillán Martínez, Tommi Karhela, Reino Ruusu, Seppo A. Sierla, Valeriy Vyatkin

IEEE Access, 2018

Automatic Generation of a Lifecycle Analysis Model from a First Principles Industrial Process Simulation Model.

Kashif Gulzar, Reino Ruusu, Seppo A. Sierla, Pekka Aarnio, Tommi Karhela, Valeriy Vyatkin

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Automatic Generation of a Simulation-Based Digital Twin of an Industrial Process Plant.

Gerardo Santillan Martinez, Seppo A. Sierla, Tommi Karhela, Valeriy Vyatkin

Proceedings of the IECON 2018, 2018

2017

Automatic Generation of Pipelines Into a 3D Industrial Process Model.

Seppo A. Sierla, Tommi Karhela, Valeriy Vyatkin

IEEE Access, 2017

A framework for runtime verification of industrial process control systems.

Roope Savolainen, Seppo A. Sierla, Tommi Karhela, Tuomas Miettinen, Valeriy Vyatkin

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Towards electric vehicles integration to distributed energy resources of prosumer.

Evgeny Nefedov, Seppo A. Sierla, Valeriy Vyatkin

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Towards a task allocation algorithm for frequency containment reserves.

Christian Giovanelli, Olli Kilkki, Seppo A. Sierla, Ilkka Seilonen, Valeriy Vyatkin

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Towards an aggregator that exploits big data to bid on frequency containment reserve market.

Christian Giovanelli, Xin Liu, Seppo A. Sierla, Valeriy Vyatkin, Ryutaro Ichise

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

2016

Requirement verification in simulation-based automation testing.

Eero Siivola, Seppo A. Sierla, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

2015

Automated Fault Location and Isolation in Distribution Grids With Distributed Control and Unreliable Communication.

Neelabh Kashyap, Chen-Wei Yang, Seppo A. Sierla, Paul G. Flikkema

IEEE Trans. Ind. Electron., 2015

Capturing Deviations From Design Intent in Building Simulation Models for Risk Assessment.

Heikki Nikula, Seppo A. Sierla, Bryan O'Halloran, Tommi Karhela

J. Comput. Inf. Sci. Eng., 2015

Fuzzy Logic Based Prosumer Agent in a Modular Smart Grid Prosumer Architecture.

Chen-Wei Yang, Kashif Gulzar, Seppo A. Sierla, Valeriy Vyatkin

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Vehicle and pedestrian aware street lighting automation.

Chen-Wei Yang, Evgeny Nefedov, Seppo A. Sierla, Paul G. Flikkema

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Change request management in model-driven engineering of industrial automation software.

Heng-You Lin, Seppo A. Sierla, Nikolaos Papakonstantinou, Anatoly Shalyto, Valeriy Vyatkin

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

An auction-based smart district heating grid.

Kashif Gulzar, Seppo A. Sierla, Valeriy Vyatkin, Nikolaos Papakonstantinou, Paul G. Flikkema, Chen-Wei Yang

Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

A SysML profile supporting change orders in model driven engineering.

Heng-You Lin, Seppo A. Sierla, Nikolaos Papakonstantinou, Valeriy Vyatkin

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014

Security risk analysis for smart grid automation.

Seppo A. Sierla, Marcin Hurkala, Konstantinia Charitoudi, Chen-Wei Yang, Valeriy Vyatkin

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Energy efficient traffic-based street lighting automation.

Evgeny Nefedov, Mikko Maksimainen, Seppo A. Sierla, Paul G. Flikkema, Chen-Wei Yang, Iisakki Kosonen, Tapio Luttinen

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Smart indoor lighting control: Power, illuminance, and colour quality.

Rupak Baniya, Mikko Maksimainen, Seppo A. Sierla, Cheng Pang, Chen-Wei Yang, Valeriy Vyatkin

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Adapting Keyword driven test automation framework to IEC 61131-3 industrial control applications using PLCopen XML.

Jukka Peltola, Seppo A. Sierla, Valeriy Vyatkin

Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Security impact assessment of industrial automation systems using genetic algorithm and simulation.

Nikolaos Papakonstantinou, Seppo A. Sierla, Konstantinia Charitoudi, Bryan O'Halloran, Tommi Karhela, Valeriy Vyatkin, Irem Turner

Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Co-simulation of a dynamic process simulator and an event-based control system: Case district heating system.

Heikki Nikula, Eero Vesaoja, Seppo A. Sierla, Tommi Karhela, Paul G. Flikkema, Antti Aikala, Tuomas Miettinen, Chen-Wei Yang

Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Hybrid modeling and co-simulation of district heating systems with distributed energy resources.

Eero Vesaoja, Heikki Nikula, Seppo A. Sierla, Tommi Karhela, Paul G. Flikkema, Chen-Wei Yang

Proceedings of the Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, 2014

2013

Evaluation of electric grid automation under flood hazards.

Marcin Hurkala, Bryan O'Halloran, Heikki Nikula, Seppo A. Sierla, Tommi Karhela, Valeriy Vyatkin

Proceedings of the IECON 2013, 2013

An industrial evaluation of SysML: The case of a nuclear automation modernization project.

Pekka Pihlanko, Seppo A. Sierla, Kleanthis Thramboulidis, Mauri Viitasalo

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

Industrial evaluation of functional Model-Based Testing for process control applications using CAEX.

Jukka Peltola, Seppo A. Sierla, Pekka Aarnio, Kari Koskinen

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

Generating an Object Oriented IEC 61131-3 software product line architecture from SysML.

Nikolaos Papakonstantinou, Seppo A. Sierla

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

Simulation-based risk assessment of robot fleets in flooded environments.

Matthieu Myrsky, Heikki Nikula, Seppo A. Sierla, Jari Saarinen, Nikolaos Papakonstantinou, Ville Kyrki, Bryan O'Halloran

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2012

Simulation of Interactions and Emergent Failure Behavior During Complex System Design.

Nikolaos Papakonstantinou, Seppo A. Sierla, David C. Jensen, Irem Y. Tumer

J. Comput. Inf. Sci. Eng., 2012

Early phase fault propagation analysis of safety critical factory automation systems.

Nikolaos Papakonstantinou, Seppo A. Sierla

Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

2011

A Lightweight Element Matching Method for Industrial Terminology Harmonization - Exploiting Minimal Semantics based on Naming Conventions.

Pekka Aarnio, Seppo A. Sierla, Kari Koskinen

Proceedings of the KEOD 2011, 2011

Object oriented extensions of IEC 61131-3 as an enabling technology of software product lines.

Nikolaos Papakonstantinou, Seppo A. Sierla, Kari Koskinen

Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

Generating and validating product instances in IEC 61131-3 from feature models.

Nikolaos Papakonstantinou, Seppo A. Sierla, Kari Koskinen

Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2010

The Role of User Guidance in the Industrial Adoption of MDE Approach.

Jari Rauhamäki, Outi Laitinen, Seppo A. Sierla, Seppo Kuikka

Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2010

2007

Adapting problem solving strategies in control software development to new standards : case examples IEC 61499 and ISOBUS ; Ohjausjärjestelmien ohjelmistonkehityksen ongelmanratkaisustrategioiden soveltaminen uusiin standardeihin: case esimerkkeinä IEC 61499 ja ISOBUS.

Seppo A. Sierla

PhD thesis, 2007

Incorporating industrial experience to IEC 61499 based development methodologies and toolsets.

Mika Strömman, Kleanthis Thramboulidis, Seppo A. Sierla, Nikolaos Papakonstantinou, Kari Koskinen

Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007

Educational approaches for the industrial acceptance of IEC 61499.

Seppo A. Sierla, James H. Christensen, Kari Koskinen, Jukka Peltola

Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007

2006

Professional designers' adaptations of IEC 61499 to their individual work practices.

Mika Strömman, Seppo A. Sierla, Jukka Peltola, Kari Koskinen

Proceedings of 11th IEEE International Conference on Emerging Technologies and Factory Automation, 2006